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ORCIDBeng Chin Ooi
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- affiliation: National University of Singapore (NUS)
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2020 – today
- 2025
[c215]Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi:
Passive Inference Attacks on Split Learning via Adversarial Regularization. NDSS 2025- [i72]Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi:
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation. CoRR abs/2502.09838 (2025) - [i71]Hexiang Pan, Shaofeng Cai, Tien Tuan Anh Dinh, Yuncheng Wu, Yeow Meng Chee, Gang Chen, Beng Chin Ooi:
CCaaLF: Concurrency Control as a Learnable Function. CoRR abs/2503.10036 (2025) - [i70]Zhanhao Zhao, Haotian Gao, Naili Xing, Lingze Zeng, Meihui Zhang, Gang Chen, Manuel Rigger, Beng Chin Ooi:
NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling. CoRR abs/2503.13822 (2025) - 2024
- [j168]Beng Chin Ooi, Shaofeng Cai, Gang Chen, Yanyan Shen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang
, Zhanhao Zhao:
NeurDB: an AI-powered autonomous data system. Sci. China Inf. Sci. 67(10) (2024) - [j167]Dumitrel Loghin, Tien Tuan Anh Dinh, Gang Chen, Yong Meng Teo, Beng Chin Ooi:
Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. Distributed Ledger Technol. Res. Pract. 3(4): 24:1-24:27 (2024) - [j166]Haotian Gao, Shaofeng Cai, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi:
CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning. Proc. ACM Manag. Data 2(6): 231:1-231:27 (2024) - [j165]Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei:
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. Proc. VLDB Endow. 17(5): 1020-1033 (2024) - [j164]Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao:
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. Proc. VLDB Endow. 17(9): 2321-2334 (2024) - [j163]Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. Proc. VLDB Endow. 17(10): 2487-2500 (2024) - [j162]Xinying Yang, Cong Yue, Wenhui Zhang, Yang Liu, Beng Chin Ooi, Jianjun Chen:
SecuDB: An In-enclave Privacy-preserving and Tamper-resistant Relational Database. Proc. VLDB Endow. 17(12): 3906-3919 (2024) - [j161]Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu:
Powering In-Database Dynamic Model Slicing for Structured Data Analytics. Proc. VLDB Endow. 17(13): 4813-4826 (2024) - [j160]Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. IEEE Trans. Inf. Forensics Secur. 19: 8109-8124 (2024) - [j159]Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaochen Zhu, Xiaokui Xiao, Beng Chin Ooi:
On Data Distribution Leakage in Cross-Silo Federated Learning. IEEE Trans. Knowl. Data Eng. 36(7): 3312-3328 (2024) - [j158]Bingxue Zhang, Gang Chen, Beng Chin Ooi, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Meihui Zhang:
Managing Metaverse Data Tsunami: Actionable Insights. IEEE Trans. Knowl. Data Eng. 36(12): 7423-7441 (2024) - [c214]Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Zhanhao Zhao, Yeow Meng Chee, Gang Chen, Beng Chin Ooi:
FC: Adaptive Atomic Commit via Failure Detection. ICDE 2024: 2026-2039 - [c213]Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML 2024 - [c212]Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. KDD 2024: 6025-6036 - [c211]Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Junran Wu:
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection. ACM Multimedia 2024: 48-57 - [c210]Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Protecting Label Distribution in Cross-Silo Federated Learning. SP 2024: 4828-4847 - [i69]Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. CoRR abs/2402.18607 (2024) - [i68]Naili Xing, Shaofeng Cai, Zhaojing Luo, Beng Chin Ooi, Jian Pei:
Anytime Neural Architecture Search on Tabular Data. CoRR abs/2403.10318 (2024) - [i67]Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu:
Powering In-Database Dynamic Model Slicing for Structured Data Analytics. CoRR abs/2405.00568 (2024) - [i66]Beng Chin Ooi, Shaofeng Cai, Gang Chen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao:
NeurDB: An AI-powered Autonomous Data System. CoRR abs/2405.03924 (2024) - [i65]Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. CoRR abs/2406.14015 (2024) - [i64]Jianxin Wei, Yizheng Zhu, Xiaokui Xiao, Ergute Bao, Yin Yang, Kuntai Cai, Beng Chin Ooi:
GCON: Differentially Private Graph Convolutional Network via Objective Perturbation. CoRR abs/2407.05034 (2024) - [i63]Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. CoRR abs/2408.00513 (2024) - [i62]Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang:
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CoRR abs/2408.03013 (2024) - [i61]Chengxin Wang, Gary Tan, Swagato Barman Roy, Beng Chin Ooi:
Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecasting. CoRR abs/2411.15893 (2024) - [i60]Guoyu Hu, Yuncheng Wu, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi:
SeSeMI: Secure Serverless Model Inference on Sensitive Data. CoRR abs/2412.11640 (2024) - 2023
- [j157]Peng Jia, Shaofeng Cai, Beng Chin Ooi, Pinghui Wang, Yiyuan Xiong:
Robust and Transferable Log-based Anomaly Detection. Proc. ACM Manag. Data 1(1): 64:1-64:26 (2023) - [j156]Zhaojing Luo, Shaofeng Cai, Yatong Wang, Beng Chin Ooi:
Regularized Pairwise Relationship based Analytics for Structured Data. Proc. ACM Manag. Data 1(1): 82:1-82:27 (2023) - [j155]Yatong Wang, Yuncheng Wu, Xincheng Chen, Gang Feng, Beng Chin Ooi:
Incentive-Aware Decentralized Data Collaboration. Proc. ACM Manag. Data 1(2): 158:1-158:27 (2023) - [j154]Xinying Yang, Ruide Zhang, Cong Yue, Yang Liu, Beng Chin Ooi, Qun Gao, Yuan Zhang, Hao Yang:
VeDB: A Software and Hardware Enabled Trusted Relational Database. Proc. ACM Manag. Data 1(2): 194:1-194:27 (2023) - [j153]Zhanhao Zhao, Hexiang Pan, Gang Chen, Xiaoyong Du, Wei Lu, Beng Chin Ooi:
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. Proc. ACM Manag. Data 1(4): 270:1-270:27 (2023) - [j152]Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. Proc. VLDB Endow. 16(6): 1359-1371 (2023) - [j151]Cong Yue, Meihui Zhang, Changhao Zhu, Gang Chen, Dumitrel Loghin, Beng Chin Ooi:
VeriBench: Analyzing the Performance of Database Systems with Verifiability. Proc. VLDB Endow. 16(9): 2145-2157 (2023) - [j150]Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang:
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. Proc. VLDB Endow. 16(10): 2471-2484 (2023) - [j149]Haotian Gao, Cong Yue, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi:
Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment. Proc. VLDB Endow. 16(10): 2485-2498 (2023) - [j148]Fei Xiao, Yuncheng Wu, Meihui Zhang, Gang Chen, Beng Chin Ooi:
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. Proc. VLDB Endow. 16(12): 3610-3623 (2023) - [j147]Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang:
METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. Proc. VLDB Endow. 17(4): 794-807 (2023) - [j146]Kunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin, Thanh-Toan Nguyen, Beng Chin Ooi, Quang-Trung Ta, Feida Zhu:
Interoperability in Blockchain: A Survey. IEEE Trans. Knowl. Data Eng. 35(12): 12750-12769 (2023) - [c209]Lei Zhu, Ling Ling Chan, Teck Khim Ng, Meihui Zhang, Beng Chin Ooi:
Deep Co-Training for Cross-Modality Medical Image Segmentation. ECAI 2023: 3140-3147 - [c208]Wenqiao Zhang, Changshuo Liu, Lingze Zeng, Beng Chin Ooi, Siliang Tang, Yueting Zhuang:
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels. ICCV 2023: 1423-1432 - [c207]Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang:
The Metaverse Data Deluge: What Can We Do About It? ICDE 2023: 3675-3687 - [c206]Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong:
Characterizing Cryptocurrency-themed Malicious Browser Extensions. SIGMETRICS (Abstracts) 2023: 91-92 - [c205]Tien Tuan Anh Dinh, Beng Chin Ooi, Xinying Yang:
First Workshop on Verifiable Database Systems. SIGMOD Conference Companion 2023: 315-316 - [c204]Zheqi Lv, Wenqiao Zhang, Shengyu Zhang, Kun Kuang, Feng Wang, Yongwei Wang, Zhengyu Chen, Tao Shen, Hongxia Yang, Beng Chin Ooi, Fei Wu:
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization. WWW 2023: 3077-3085 - [e11]Hyeran Byun, Beng Chin Ooi, Katsumi Tanaka, Sang-Won Lee, Zhixu Li, Akiyo Nadamoto, Giltae Song, Young-Guk Ha, Kazutoshi Sumiya, Yuncheng Wu, Hyuk-Yoon Kwon, Takehiro Yamamoto:
IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023. IEEE 2023, ISBN 978-1-6654-7578-5 [contents] - [i59]Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip:
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR abs/2301.03829 (2023) - [i58]Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Yeow Meng Chee, Gang Chen, Beng Chin Ooi:
FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions. CoRR abs/2302.04500 (2023) - [i57]Zheqi Lv, Zhengyu Chen, Shengyu Zhang, Kun Kuang, Wenqiao Zhang, Mengze Li, Beng Chin Ooi, Fei Wu:
IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System. CoRR abs/2302.07335 (2023) - [i56]Wenqiao Zhang, Changshuo Liu, Can Cui, Beng Chin Ooi:
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation. CoRR abs/2303.17526 (2023) - [i55]Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng:
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis. CoRR abs/2304.04468 (2023) - [i54]Wenqiao Zhang, Changshuo Liu, Lingze Zeng, Beng Chin Ooi, Siliang Tang, Yueting Zhuang:
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels. CoRR abs/2304.10539 (2023) - [i53]Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi:
Passive Inference Attacks on Split Learning via Adversarial Regularization. CoRR abs/2310.10483 (2023) - [i52]Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao:
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. CoRR abs/2311.15310 (2023) - [i51]Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang:
METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. CoRR abs/2312.16831 (2023) - 2022
- [j145]Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu:
The Seattle report on database research. Commun. ACM 65(8): 72-79 (2022) - [j144]Zerui Ge, Dumitrel Loghin, Beng Chin Ooi, Pingcheng Ruan, Tianwen Wang:
Hybrid Blockchain Database Systems: Design and Performance. Proc. VLDB Endow. 15(5): 1092-1104 (2022) - [j143]Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung:
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. Proc. VLDB Endow. 15(11): 2348-2360 (2022) - [j142]Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi:
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proc. VLDB Endow. 15(12): 3445-3458 (2022) - [j141]Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie:
LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. 34(12): 5840-5853 (2022) - [c203]Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi:
A Fusion-Denoising Attack on InstaHide with Data Augmentation. AAAI 2022: 1899-1907 - [c202]Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi:
eDental: Managing Your Dental Care in Diet Diaries. CIKM 2022: 5059-5063 - [c201]Wenqiao Zhang, Lei Zhu, James Hallinan, Shengyu Zhang, Andrew Makmur, Qingpeng Cai, Beng Chin Ooi:
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. CVPR 2022: 20634-20644 - [c200]Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao:
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. ICDE 2022: 393-406 - [c199]Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low:
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. ICLR 2022 - [c198]Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi:
Serverless Data Science - Are We There Yet? A Case Study of Model Serving. SIGMOD Conference 2022: 1866-1875 - [c197]Pingcheng Ruan, Yaron Kanza, Beng Chin Ooi, Divesh Srivastava:
LedgerView: Access-Control Views on Hyperledger Fabric. SIGMOD Conference 2022: 2218-2231 - [i50]Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi:
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. CoRR abs/2203.02533 (2022) - [i49]Dumitrel Loghin, Tien Tuan Anh Dinh, Aung Maw, Gang Chen, Yong Meng Teo, Beng Chin Ooi:
Blockchain Goes Green? Part II: Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. CoRR abs/2205.06941 (2022) - [i48]Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, Gang Chen, Mike Zheng Shou, Xiaokui Xiao, Meihui Zhang:
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. CoRR abs/2206.10326 (2022) - [i47]Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: Practical Verifiable Ledger Database Through Transparency. CoRR abs/2207.00944 (2022) - [i46]Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung:
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. CoRR abs/2212.04371 (2022) - 2021
- [j140]Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong:
Characterizing Cryptocurrency-themed Malicious Browser Extensions. Proc. ACM Meas. Anal. Comput. Syst. 6(3): 43:1-43:31 (2021) - [j139]Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi:
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains. VLDB J. 30(1): 3-24 (2021) - [c196]Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang:
Adaptive Knowledge Driven Regularization for Deep Neural Networks. AAAI 2021: 8810-8818 - [c195]Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Feature Inference Attack on Model Predictions in Vertical Federated Learning. ICDE 2021: 181-192 - [c194]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE 2021: 384-395 - [c193]Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi:
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. ICDE 2021: 1655-1666 - [c192]Lei Zhu, Kaiyuan Yang, Meihui Zhang, Ling Ling Chan, Teck Khim Ng, Beng Chin Ooi:
Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) 2021: 394-404 - [c191]Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi:
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. ACM Multimedia 2021: 1293-1302 - [c190]Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
ARM-Net: Adaptive Relation Modeling Network for Structured Data. SIGMOD Conference 2021: 207-220 - [c189]Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin, Meihui Zhang, Gang Chen, Qian Lin, Beng Chin Ooi:
Blockchains vs. Distributed Databases: Dichotomy and Fusion. SIGMOD Conference 2021: 1504-1517 - [c188]Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao:
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference 2021: 2156-2168 - [c187]Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi:
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. SIGMOD Conference 2021: 2208-2216 - [e10]Feida Zhu, Beng Chin Ooi, Chunyan Miao:
KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. ACM 2021, ISBN 978-1-4503-8332-5 [contents] - [i45]Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi:
Serverless Model Serving for Data Science. CoRR abs/2103.02958 (2021) - [i44]Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi:
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. CoRR abs/2103.16196 (2021) - [i43]Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi:
A Fusion-Denoising Attack on InstaHide with Data Augmentation. CoRR abs/2105.07754 (2021) - [i42]Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
ARM-Net: Adaptive Relation Modeling Network for Structured Data. CoRR abs/2107.01830 (2021) - [i41]Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi:
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. CoRR abs/2108.02572 (2021) - [i40]Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low:
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. CoRR abs/2109.00817 (2021) - 2020
- [j138]Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. Proc. VLDB Endow. 13(11): 2090-2103 (2020) - [j137]Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi:
Revealing Every Story of Data in Blockchain Systems. SIGMOD Rec. 49(1): 70-77 (2020) - [j136]Beng Chin Ooi:
Inaugural Issue Editorial. Trans. Data Sci. 1(1): 1:1-1:2 (2020) - [j135]Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Trans. Knowl. Data Eng. 32(6): 1179-1198 (2020) - [c186]Zhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi:
Cool, a COhort OnLine analytical processing system. ICDE 2020: 577-588 - [c185]Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans:
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. ICDE 2020: 1718-1721 - [c184]Yiwei Wang, Wei Wang, Yujun Cai, Bryan Hooi, Beng Chin Ooi:
Detecting Implementation Bugs in Graph Convolutional Network based Node Classifiers. ISSRE 2020: 313-324 - [c183]Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi:
A Transactional Perspective on Execute-order-validate Blockchains. SIGMOD Conference 2020: 543-557 - [c182]Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. SIGMOD Conference 2020: 925-935 - [c181]Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi:
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. SIGMOD Conference 2020: 1747-1763 - [e9]Rodrigo Fonseca, Christina Delimitrou, Beng Chin Ooi:
SoCC '20: ACM Symposium on Cloud Computing, Virtual Event, USA, October 19-21, 2020. ACM 2020, ISBN 978-1-4503-8137-6 [contents] - [i39]Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. CoRR abs/2003.02090 (2020) - [i38]Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi:
A Transactional Perspective on Execute-order-validate Blockchains. CoRR abs/2003.10064 (2020) - [i37]Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi:
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. CoRR abs/2003.12012 (2020) - [i36]Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans:
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. CoRR abs/2004.07585 (2020) - [i35]Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR abs/2008.06170 (2020) - [i34]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. CoRR abs/2009.05766 (2020) - [i33]Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Feature Inference Attack on Model Predictions in Vertical Federated Learning. CoRR abs/2010.10152 (2020) - [i32]Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi:
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. CoRR abs/2010.10246 (2020)
2010 – 2019
- 2019
- [j134]Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang:
5G: Agent for Further Digital Disruptive Transformations. IEEE Data Eng. Bull. 42(3): 9-12 (2019) - [j133]Pingcheng Ruan, Gang Chen, Tien Tuan Anh Dinh, Qian Lin, Beng Chin Ooi, Meihui Zhang:
Fine-Grained, Secure and Efficient Data Provenance for Blockchain. Proc. VLDB Endow. 12(9): 975-988 (2019) - [j132]Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. 13(2): 86-99 (2019) - [j131]Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu:
The Seattle Report on Database Research. SIGMOD Rec. 48(4): 44-53 (2019) - [j130]Qingchao Cai, Hao Zhang, Wentian Guo, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Weng-Fai Wong:
MemepiC: Towards a Unified In-Memory Big Data Management System. IEEE Trans. Big Data 5(1): 4-17 (2019) - [c180]Hung Dang, Tien Tuan Anh Dinh, Dumitrel Loghin, Ee-Chien Chang, Qian Lin, Beng Chin Ooi:
Towards Scaling Blockchain Systems via Sharding. SIGMOD Conference 2019: 123-140 - [i31]Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR abs/1904.01831 (2019) - [i30]Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi:
Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR abs/1904.03392 (2019) - [i29]Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi:
ISBNet: Instance-aware Selective Branching Network. CoRR abs/1905.04849 (2019) - [i28]Dumitrel Loghin, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi, Yong Meng Teo:
Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes. CoRR abs/1905.06520 (2019) - [i27]Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan:
Database Meets Deep Learning: Challenges and Opportunities. CoRR abs/1906.08986 (2019) - [i26]Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-driven Technologies and Applications. CoRR abs/1909.08096 (2019) - [i25]Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang:
5G: Agent for Further Digital Disruptive Transformations. CoRR abs/1909.10152 (2019) - [i24]Tien Tuan Anh Dinh, Anwitaman Datta, Beng Chin Ooi:
A Blueprint For Interoperable Blockchains. CoRR abs/1910.00985 (2019) - [i23]Pingcheng Ruan, Gang Chen, Tien Tuan Anh Dinh, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Meihui Zhang:
Blockchains and Distributed Databases: a Twin Study. CoRR abs/1910.01310 (2019) - [i22]C. Mohan, Beng Chin Ooi, Gottfried Vossen:
Distributed Computing with Permissioned Blockchains and Databases (Dagstuhl Seminar 19261). Dagstuhl Reports 9(6): 69-94 (2019) - 2018
- [j129]Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu:
DIM: a distributed air index based on MapReduce for spatial query processing in road networks. EURASIP J. Wirel. Commun. Netw. 2018: 280 (2018) - [j128]Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi:
An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. KSII Trans. Internet Inf. Syst. 12(6): 2761-2781 (2018) - [j127]Qingchao Cai, Zhongle Xie, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
Effective Temporal Dependence Discovery in Time Series Data. Proc. VLDB Endow. 11(8): 893-905 (2018) - [j126]Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan:
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. Proc. VLDB Endow. 11(10): 1137-1150 (2018) - [j125]Qingchao Cai, Wentian Guo, Hao Zhang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Yong Meng Teo, Sheng Wang:
Efficient Distributed Memory Management with RDMA and Caching. Proc. VLDB Endow. 11(11): 1604-1617 (2018) - [j124]Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad:
Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. 12(2): 128-140 (2018) - [j123]Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang:
Untangling Blockchain: A Data Processing View of Blockchain Systems. IEEE Trans. Knowl. Data Eng. 30(7): 1366-1385 (2018) - [j122]Chang Yao, Meihui Zhang, Qian Lin, Beng Chin Ooi, Jiatao Xu:
Scaling distributed transaction processing and recovery based on dependency logging. VLDB J. 27(3): 347-368 (2018) - [c179]Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Beng Chin Ooi, Junfeng Yang:
Overload Control for Scaling WeChat Microservices. SoCC 2018: 149-161 - [c178]Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee:
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI 2018: 2135-2141 - [c177]Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan:
Medical Concept Embedding with Time-Aware Attention. IJCAI 2018: 3984-3990 - [c176]Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi:
Fine-grained Concept Linking using Neural Networks in Healthcare. SIGMOD Conference 2018: 51-66 - [c175]Zhongle Xie, Qingchao Cai, Fei He, Gene Yan Ooi, Weilong Huang, Beng Chin Ooi:
Cohort Analysis with Ease. SIGMOD Conference 2018: 1737-1740 - [r7]Ju Fan, Meihui Zhang, Beng Chin Ooi:
Crowd Database Systems. Encyclopedia of Database Systems (2nd ed.) 2018 - [i21]Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Wanzeng Fu, Beng Chin Ooi, Pingcheng Ruan:
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. CoRR abs/1802.04949 (2018) - [i20]Hung Dang, Tien Tuan Anh Dinh, Ee-Chien Chang, Beng Chin Ooi:
Chain of Trust: Can Trusted Hardware Help Scaling Blockchains? CoRR abs/1804.00399 (2018) - [i19]Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi:
Rafiki: Machine Learning as an Analytics Service System. CoRR abs/1804.06087 (2018) - [i18]Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou:
PANDA: Facilitating Usable AI Development. CoRR abs/1804.09997 (2018) - [i17]Liangqu Long, Wei Wang, Jun Wen, Meihui Zhang, Qian Lin, Beng Chin Ooi:
Object-Level Representation Learning for Few-Shot Image Classification. CoRR abs/1805.10777 (2018) - [i16]Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan:
Medical Concept Embedding with Time-Aware Attention. CoRR abs/1806.02873 (2018) - 2017
- [j121]Guoliang Li, Meihui Zhang, Beng Chin Ooi:
Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning. IEEE Data Eng. Bull. 40(3): 42-51 (2017) - [j120]Hung Dang, Tien Tuan Anh Dinh, Ee-Chien Chang, Beng Chin Ooi:
Privacy-Preserving Computation with Trusted Computing via Scramble-then-Compute. Proc. Priv. Enhancing Technol. 2017(3): 21 (2017) - [j119]Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi:
UniAD: A Unified Ad Hoc Data Processing System. ACM Trans. Database Syst. 42(1): 6:1-6:42 (2017) - [c174]Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip:
Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM 2017: 1579-1588 - [c173]Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong:
Parallelizing Skip Lists for In-Memory Multi-Core Database Systems. ICDE 2017: 119-122 - [c172]Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip:
Resolving the Bias in Electronic Medical Records. KDD 2017: 2171-2180 - [c171]Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan:
BLOCKBENCH: A Framework for Analyzing Private Blockchains. SIGMOD Conference 2017: 1085-1100 - [p2]Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip:
Big Healthcare Data Analytics: Challenges and Applications. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 11-41 - [r6]H. V. Jagadish, Beng Chin Ooi, Rui Zhang:
iDistance Techniques. Encyclopedia of GIS 2017: 903-906 - [r5]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Indexing of Moving Objects, Bx-Tree. Encyclopedia of GIS 2017: 940-947 - [r4]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Maximum Update Interval in Moving Objects Databases. Encyclopedia of GIS 2017: 1205 - [i15]Tien Tuan Anh Dinh, Ji Wang, Sheng Wang, Gang Chen, Wei-Ngan Chin, Qian Lin, Beng Chin Ooi, Pingcheng Ruan, Kian-Lee Tan, Zhongle Xie, Hao Zhang, Meihui Zhang:
UStore: A Distributed Storage With Rich Semantics. CoRR abs/1702.02799 (2017) - [i14]Jian Dai, Fei He, Wang-Chien Lee, Gang Chen, Beng Chin Ooi:
DTNC: A New Server-side Data Cleansing Framework for Cellular Trajectory Services. CoRR abs/1703.00123 (2017) - [i13]Chang Yao, Meihui Zhang, Qian Lin, Beng Chin Ooi, Jiatao Xu:
Scaling Distributed Transaction Processing and Recovery based on Dependency Logging. CoRR abs/1703.02722 (2017) - [i12]Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan:
BLOCKBENCH: A Framework for Analyzing Private Blockchains. CoRR abs/1703.04057 (2017) - [i11]Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang:
Untangling Blockchain: A Data Processing View of Blockchain Systems. CoRR abs/1708.05665 (2017) - 2016
- [j118]Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman report on database research. Commun. ACM 59(2): 92-99 (2016) - [j117]Sheng Wang, David Maier, Beng Chin Ooi:
Fast and Adaptive Indexing of Multi-Dimensional Observational Data. Proc. VLDB Endow. 9(14): 1683-1694 (2016) - [j116]Dawei Jiang, Qingchao Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Cohort Query Processing. Proc. VLDB Endow. 10(1): 1-12 (2016) - [j115]Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan:
Database Meets Deep Learning: Challenges and Opportunities. SIGMOD Rec. 45(2): 17-22 (2016) - [j114]Chang Yao, Divyakant Agrawal, Gang Chen, Qian Lin, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang:
Exploiting Single-Threaded Model in Multi-Core In-Memory Systems. IEEE Trans. Knowl. Data Eng. 28(10): 2635-2650 (2016) - [j113]Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang:
Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. 12(4s): 69:1-69:25 (2016) - [j112]Dawei Jiang, Sai Wu, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Jun Xu:
epiC: an extensible and scalable system for processing Big Data. VLDB J. 25(1): 3-26 (2016) - [j111]Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting Zhuang:
Effective deep learning-based multi-modal retrieval. VLDB J. 25(1): 79-101 (2016) - [c170]Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi:
CrowdOp: Query optimization for declarative crowdsourcing systems. ICDE 2016: 1546-1547 - [c169]Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu:
Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. SIGMOD Conference 2016: 1119-1134 - [c168]Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang:
Towards a Non-2PC Transaction Management in Distributed Database Systems. SIGMOD Conference 2016: 1659-1674 - [i10]Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong:
PI : a Parallel in-memory skip list based Index. CoRR abs/1601.00159 (2016) - [i9]Dawei Jiang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Cohort Query Processing. CoRR abs/1601.00182 (2016) - [i8]Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
Deep Learning At Scale and At Ease. CoRR abs/1603.07846 (2016) - 2015
- [j110]Dumitrel Loghin, Bogdan Marius Tudor, Hao Zhang, Beng Chin Ooi, Yong Meng Teo:
A Performance Study of Big Data on Small Nodes. Proc. VLDB Endow. 8(7): 762-773 (2015) - [j109]Kian-Lee Tan, Qingchao Cai, Beng Chin Ooi, Weng-Fai Wong, Chang Yao, Hao Zhang:
In-memory Databases: Challenges and Opportunities From Software and Hardware Perspectives. SIGMOD Rec. 44(2): 35-40 (2015) - [j108]Hao Zhang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Meihui Zhang:
In-Memory Big Data Management and Processing: A Survey. IEEE Trans. Knowl. Data Eng. 27(7): 1920-1948 (2015) - [j107]Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi:
CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. IEEE Trans. Knowl. Data Eng. 27(8): 2078-2092 (2015) - [j106]Xin Cao, Gao Cong, Tao Guo, Christian S. Jensen, Beng Chin Ooi:
Efficient Processing of Spatial Group Keyword Queries. ACM Trans. Database Syst. 40(2): 13:1-13:48 (2015) - [c167]Hao Zhang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Shensen Wu, Yubin Xia:
"Anti-Caching"-based elastic memory management for Big Data. ICDE 2015: 1268-1279 - [c166]Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang:
Selective Hashing: Closing the Gap between Radius Search and k-NN Search. KDD 2015: 349-358 - [c165]Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia 2015: 25-34 - [c164]Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng:
SINGA: A Distributed Deep Learning Platform. ACM Multimedia 2015: 685-688 - [c163]Qian Lin, Beng Chin Ooi, Zhengkui Wang, Cui Yu:
Scalable Distributed Stream Join Processing. SIGMOD Conference 2015: 811-825 - [c162]Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng:
iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD Conference 2015: 1015-1030 - [c161]Tien Tuan Anh Dinh, Prateek Saxena, Ee-Chien Chang, Beng Chin Ooi, Chunwang Zhang:
M2R: Enabling Stronger Privacy in MapReduce Computation. USENIX Security Symposium 2015: 447-462 - [i7]Chang Yao, Divyakant Agrawal, Pengfei Chang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang:
DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems. CoRR abs/1503.03642 (2015) - [i6]Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu:
Adaptive Logging for Distributed In-memory Databases. CoRR abs/1503.03653 (2015) - [i5]Jinyang Gao, H. V. Jagadish, Beng Chin Ooi:
Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale. CoRR abs/1512.03880 (2015) - 2014
- [j105]Zhaohui Wu, Beng Chin Ooi:
From Big Data to Data Science: A Multi-disciplinary Perspective. Big Data Res. 1: 1 (2014) - [j104]Feng Li, Beng Chin Ooi, M. Tamer Özsu, Sai Wu:
Distributed data management using MapReduce. ACM Comput. Surv. 46(3): 31:1-31:42 (2014) - [j103]Sheng Wang, David Maier, Beng Chin Ooi:
Lightweight Indexing of Observational Data in Log-Structured Storage. Proc. VLDB Endow. 7(7): 529-540 (2014) - [j102]Dawei Jiang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Sai Wu:
epiC: an Extensible and Scalable System for Processing Big Data. Proc. VLDB Endow. 7(7): 541-552 (2014) - [j101]Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yueting Zhuang:
Effective Multi-Modal Retrieval based on Stacked Auto-Encoders. Proc. VLDB Endow. 7(8): 649-660 (2014) - [j100]Hao Zhang, Bogdan Marius Tudor, Gang Chen, Beng Chin Ooi:
Efficient In-memory Data Management: An Analysis. Proc. VLDB Endow. 7(10): 833-836 (2014) - [j99]Peng Lu, Gang Chen, Beng Chin Ooi, Hoang Tam Vo, Sai Wu:
ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper]. Proc. VLDB Endow. 7(14): 1797-1808 (2014) - [j98]Yanyan Shen, Gang Chen, H. V. Jagadish, Wei Lu, Beng Chin Ooi, Bogdan Marius Tudor:
Fast Failure Recovery in Distributed Graph Processing Systems. Proc. VLDB Endow. 8(4): 437-448 (2014) - [j97]Beng Chin Ooi, Kian-Lee Tan, Quoc Trung Tran, James Wei Luen Yip, Gang Chen, Zheng Jye Ling, Thi Nguyen, Anthony K. H. Tung, Meihui Zhang:
Contextual crowd intelligence. SIGKDD Explor. 16(1): 39-46 (2014) - [j96]Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman Report on Database Research. SIGMOD Rec. 43(3): 61-70 (2014) - [j95]Johannes Gehrke, Beng Chin Ooi, Evaggelia Pitoura:
Guest Editorial: Special Section on the International Conference on Data Engineering. IEEE Trans. Knowl. Data Eng. 26(6): 1298-1299 (2014) - [j94]H. V. Jagadish, Dawei Jiang, David Maier, Beng Chin Ooi, Kian-Lee Tan, Wang-Chiew Tan:
Federation in Cloud Data Management: Challenges and Opportunities. IEEE Trans. Knowl. Data Eng. 26(7): 1670-1678 (2014) - [j93]Wei Lu, Xiaoyong Du, Marios Hadjieleftheriou, Beng Chin Ooi:
Efficiently Supporting Edit Distance Based String Similarity Search Using B $^+$-Trees. IEEE Trans. Knowl. Data Eng. 26(12): 2983-2996 (2014) - [j92]Ashraf Aboulnaga, Beng Chin Ooi, Patrick Valduriez:
Special section on data-intensive cloud infrastructure. VLDB J. 23(6): 843 (2014) - [c160]Feng Li, M. Tamer Özsu, Gang Chen, Beng Chin Ooi:
R-Store: A scalable distributed system for supporting real-time analytics. ICDE 2014: 40-51 - [c159]Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang:
A hybrid machine-crowdsourcing system for matching web tables. ICDE 2014: 976-987 - [c158]Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi:
DSH: data sensitive hashing for high-dimensional k-nnsearch. SIGMOD Conference 2014: 1127-1138 - [c157]Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi:
Towards unified ad-hoc data processing. SIGMOD Conference 2014: 1263-1274 - 2013
- [j91]Stéphane Bressan, Chee Yong Chan, Wynne Hsu, Mong-Li Lee, Tok Wang Ling, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Database research at the National University of Singapore. SIGMOD Rec. 42(2): 46-51 (2013) - [c156]Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen:
An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference 2013: 217-228 - [p1]Sai Wu, Beng Chin Ooi, Kian-Lee Tan:
Online Aggregation. Advanced Query Processing (1) 2013: 187-210 - 2012
- [j90]Divyakant Agrawal, Amr El Abbadi, Beng Chin Ooi, Sudipto Das, Aaron J. Elmore:
The evolving landscape of data management in the cloud. Int. J. Comput. Sci. Eng. 7(1): 2-16 (2012) - [j89]Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu:
E3: an Elastic Execution Engine for Scalable Data Processing. Inf. Media Technol. 7(1): 20-31 (2012) - [j88]Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu:
E3: an Elastic Execution Engine for Scalable Data Processing. J. Inf. Process. 20(1): 65-76 (2012) - [j87]Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi:
LogBase: A Scalable Log-structured Database System in the Cloud. Proc. VLDB Endow. 5(10): 1004-1015 (2012) - [j86]Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi:
Efficient Processing of k Nearest Neighbor Joins using MapReduce. Proc. VLDB Endow. 5(10): 1016-1027 (2012) - [j85]Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang:
CDAS: A Crowdsourcing Data Analytics System. Proc. VLDB Endow. 5(10): 1040-1051 (2012) - [j84]Xin Cao, Gao Cong, Christian S. Jensen, Jun Jie Ng, Beng Chin Ooi, Nhan-Tue Phan, Dingming Wu:
SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects. Proc. VLDB Endow. 5(12): 1914-1917 (2012) - [j83]Beng Chin Ooi:
State of the Journal. IEEE Trans. Knowl. Data Eng. 24(2): 193-196 (2012) - [j82]Su Chen, Beng Chin Ooi, Zhenjie Zhang:
An adaptive updating protocol for reducing moving object database workload. VLDB J. 21(2): 265-286 (2012) - [c155]Sai Wu, Vibhore Kumar, Kun-Lung Wu, Beng Chin Ooi:
Parallelizing stateful operators in a distributed stream processing system: how, should you and how much? DEBS 2012: 278-289 - [i4]Gao Cong, Hua Lu, Beng Chin Ooi, Dongxiang Zhang, Meihui Zhang:
Efficient Spatial Keyword Search in Trajectory Databases. CoRR abs/1205.2880 (2012) - [i3]Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi:
LogBase: A Scalable Log-structured Database System in the Cloud. CoRR abs/1207.0140 (2012) - [i2]Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi:
Efficient Processing of k Nearest Neighbor Joins using MapReduce. CoRR abs/1207.0141 (2012) - [i1]Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang:
CDAS: A Crowdsourcing Data Analytics System. CoRR abs/1207.0143 (2012) - 2011
- [j81]Guoliang Li, Jianhua Feng, Beng Chin Ooi, Jianyong Wang, Lizhu Zhou:
An effective 3-in-1 keyword search method over heterogeneous data sources. Inf. Syst. 36(2): 248-266 (2011) - [j80]Gang Chen, Hoang Tam Vo, Sai Wu, Beng Chin Ooi, M. Tamer Özsu:
A Framework for Supporting DBMS-like Indexes in the Cloud. Proc. VLDB Endow. 4(11): 702-713 (2011) - [j79]Xuan Liu, Xin Luna Dong, Beng Chin Ooi, Divesh Srivastava:
Online Data Fusion. Proc. VLDB Endow. 4(11): 932-943 (2011) - [j78]Beng Chin Ooi:
EIC Editorial. IEEE Trans. Knowl. Data Eng. 23(1): 1-4 (2011) - [c154]Sai Wu, Feng Li, Sharad Mehrotra, Beng Chin Ooi:
Query optimization for massively parallel data processing. SoCC 2011: 12 - [c153]Yu Cao, Chun Chen, Fei Guo, Dawei Jiang, Yuting Lin, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu:
ES2: A cloud data storage system for supporting both OLTP and OLAP. ICDE 2011: 291-302 - [c152]M. Tamer Özsu, Patrick Valduriez, Serge Abiteboul, Bettina Kemme, Ricardo Jiménez-Peris, Beng Chin Ooi:
Distributed data management in 2020? ICDE 2011: 1360 - [c151]Ernesto Damiani, Douglas C. Schmidt, Beng Chin Ooi:
DOA-SVI 2011 PC Co-chairs' Message. OTM Conferences (2) 2011: 431 - [c150]Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava:
Automatic discovery of attributes in relational databases. SIGMOD Conference 2011: 109-120 - [c149]Xin Cao, Gao Cong, Christian S. Jensen, Beng Chin Ooi:
Collective spatial keyword querying. SIGMOD Conference 2011: 373-384 - [c148]Chun Chen, Feng Li, Beng Chin Ooi, Sai Wu:
TI: an efficient indexing mechanism for real-time search on tweets. SIGMOD Conference 2011: 649-660 - [c147]Yuting Lin, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, Sai Wu:
Llama: leveraging columnar storage for scalable join processing in the MapReduce framework. SIGMOD Conference 2011: 961-972 - [c146]Gang Chen, Chen Liu, Meiyu Lu, Beng Chin Ooi, Shanshan Ying, Anthony K. H. Tung, Dongxiang Zhang, Meihui Zhang:
A cross-service travel engine for trip planning. SIGMOD Conference 2011: 1251-1254 - [e8]Robert Meersman, Tharam S. Dillon, Pilar Herrero, Akhil Kumar, Manfred Reichert, Li Qing, Beng Chin Ooi, Ernesto Damiani, Douglas C. Schmidt, Jules White, Manfred Hauswirth, Pascal Hitzler, Mukesh K. Mohania:
On the Move to Meaningful Internet Systems: OTM 2011 - Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7044, Springer 2011, ISBN 978-3-642-25108-5 [contents] - [e7]Robert Meersman, Tharam S. Dillon, Pilar Herrero, Akhil Kumar, Manfred Reichert, Li Qing, Beng Chin Ooi, Ernesto Damiani, Douglas C. Schmidt, Jules White, Manfred Hauswirth, Pascal Hitzler, Mukesh K. Mohania:
On the Move to Meaningful Internet Systems: OTM 2011 - Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part II. Lecture Notes in Computer Science 7045, Springer 2011, ISBN 978-3-642-25105-4 [contents] - 2010
- [b4]Quang Hieu Vu, Mihai Lupu, Beng Chin Ooi:
Peer-to-Peer Computing - Principles and Applications. Springer 2010, ISBN 978-3-642-03513-5, pp. I-XVI, 1-317 - [j77]Beng Chin Ooi:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 33(1): 2 (2010) - [j76]Dawei Jiang, Beng Chin Ooi, Lei Shi, Sai Wu:
The Performance of MapReduce: An In-depth Study. Proc. VLDB Endow. 3(1): 472-483 (2010) - [j75]Hoang Tam Vo, Chun Chen, Beng Chin Ooi:
Towards Elastic Transactional Cloud Storage with Range Query Support. Proc. VLDB Endow. 3(1): 506-517 (2010) - [j74]Su Chen, Beng Chin Ooi, Zhenjie Zhang:
An Adaptive Updating Protocol for Reducing Moving Object Databases Workload. Proc. VLDB Endow. 3(1): 735-746 (2010) - [j73]Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava:
On Multi-Column Foreign Key Discovery. Proc. VLDB Endow. 3(1): 805-814 (2010) - [j72]Sai Wu, Dawei Jiang, Beng Chin Ooi, Kun-Lung Wu:
Efficient B-tree Based Indexing for Cloud Data Processing. Proc. VLDB Endow. 3(1): 1207-1218 (2010) - [j71]Beng Chin Ooi:
State of the Transactions Editorial. IEEE Trans. Knowl. Data Eng. 22(1): 1 (2010) - [j70]Su Chen, Mario A. Nascimento, Beng Chin Ooi, Kian-Lee Tan:
Continuous online index tuning in moving object databases. ACM Trans. Database Syst. 35(3): 17:1-17:51 (2010) - [j69]Peter Buneman, Volker Markl, Beng Chin Ooi, Kenneth A. Ross:
Special issue: best papers of VLDB 2008. VLDB J. 19(1): 1-2 (2010) - [j68]Zhenjie Zhang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung:
Understanding the meaning of a shifted sky: a general framework on extending skyline query. VLDB J. 19(2): 181-201 (2010) - [j67]Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Pu Zhou:
Streaming multiple aggregations using phantoms. VLDB J. 19(4): 557-583 (2010) - [c145]Dongxiang Zhang, Beng Chin Ooi, Anthony K. H. Tung:
Locating mapped resources in Web 2.0. ICDE 2010: 521-532 - [c144]Chen Liu, Beng Chin Ooi, Anthony K. H. Tung, Dongxiang Zhang:
Crew: cross-modal resource searching by exploiting wikipedia. ACM Multimedia 2010: 1669-1672 - [c143]Beng Chin Ooi:
OTM'10 Keynote. OTM Conferences (1) 2010: 1 - [c142]Jinbao Wang, Sai Wu, Hong Gao, Jianzhong Li, Beng Chin Ooi:
Indexing multi-dimensional data in a cloud system. SIGMOD Conference 2010: 591-602 - [c141]Sai Wu, Beng Chin Ooi, Kian-Lee Tan:
Continuous sampling for online aggregation over multiple queries. SIGMOD Conference 2010: 651-662 - [c140]Zhenjie Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Divesh Srivastava:
Bed-tree: an all-purpose index structure for string similarity search based on edit distance. SIGMOD Conference 2010: 915-926 - [c139]Mingyan Gao, Xiaoyan Yang, Ramesh C. Jain, Beng Chin Ooi:
Spatio-temporal Event Stream Processing in Multimedia Communication Systems. SSDBM 2010: 602-620 - [c138]Mei Hui, Panagiotis Karras, Beng Chin Ooi:
CW2I: Community Data Indexing for Complex Query Processing. WAIM 2010: 103-114 - [c137]Chun Chen, Gang Chen, Dawei Jiang, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu:
Providing Scalable Database Services on the Cloud. WISE 2010: 1-19
2000 – 2009
- 2009
- [j66]Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. Commun. ACM 52(6): 56-65 (2009) - [j65]Beng Chin Ooi, Srinivasan Parthasarathy:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 32(1): 2 (2009) - [j64]Beng Chin Ooi, Kian-Lee Tan:
Guest editorial: special issue on data management in peer-to-peer systems. Distributed Parallel Databases 26(2-3): 151-153 (2009) - [j63]Zhenjie Zhang, Beng Chin Ooi, Srinivasan Parthasarathy, Anthony K. H. Tung:
Similarity Search on Bregman Divergence: Towards Non-Metric Indexing. Proc. VLDB Endow. 2(1): 13-24 (2009) - [j62]Sai Wu, Shouxu Jiang, Beng Chin Ooi, Kian-Lee Tan:
Distributed Online Aggregation. Proc. VLDB Endow. 2(1): 443-454 (2009) - [j61]Meihui Zhang, Su Chen, Christian S. Jensen, Beng Chin Ooi, Zhenjie Zhang:
Effectively Indexing Uncertain Moving Objects for Predictive Queries. Proc. VLDB Endow. 2(1): 1198-1209 (2009) - [j60]Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Sense the physical, walkthrough the virtual, manage the co (existing) spaces: a database perspective. SIGMOD Rec. 38(3): 5-10 (2009) - [j59]Beng Chin Ooi:
New EIC Editorial. IEEE Trans. Knowl. Data Eng. 21(1): 4-5 (2009) - [j58]Quang Hieu Vu, Beng Chin Ooi, Martin C. Rinard, Kian-Lee Tan:
Histogram-Based Global Load Balancing in Structured Peer-to-Peer Systems. IEEE Trans. Knowl. Data Eng. 21(4): 595-608 (2009) - [j57]Beng Chin Ooi:
EIC Editorial. IEEE Trans. Knowl. Data Eng. 21(6): 753-755 (2009) - [j56]Beng Chin Ooi:
Introduction of New Associate Editors. IEEE Trans. Knowl. Data Eng. 21(8): 1089-1090 (2009) - [j55]Shiyuan Wang, Quang Hieu Vu, Beng Chin Ooi, Anthony K. H. Tung, Lizhen Xu:
Skyframe: a framework for skyline query processing in peer-to-peer systems. VLDB J. 18(1): 345-362 (2009) - [c136]Yu Gu, Ge Yu, Yueguo Chen, Beng Chin Ooi:
Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects. DASFAA 2009: 186-200 - [c135]Yueguo Chen, Su Chen, Yu Gu, Mei Hui, Feng Li, Chen Liu, Liangxu Liu, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yuan Zhou:
MarcoPolo: a community system for sharing and integrating travel information on maps. EDBT 2009: 1148-1151 - [c134]Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi:
Efficient Processing of Warping Time Series Join of Motion Capture Data. ICDE 2009: 1048-1059 - [c133]Beng Chin Ooi:
Cloud Data Management Systems: Opportunities and Challenges. SKG 2009: 2 - 2008
- [j54]Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. SIGMOD Rec. 37(3): 9-19 (2008) - [j53]Beng Chin Ooi:
Introduction to ACM SIGMOD 2007 special section. ACM Trans. Database Syst. 33(4): 21:1-21:2 (2008) - [j52]Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan:
Disseminating streaming data in a dynamic environment: an adaptive and cost-based approach. VLDB J. 17(6): 1465-1483 (2008) - [c132]Beng Chin Ooi:
Can P2P become a disruptive technology to enterprise data processing? ADC 2008: 3 - [c131]Beng Chin Ooi:
Storage and Index Design for Community Systems. DASFAA 2008: 1 - [c130]Bin Cui, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan:
Compacting music signatures for efficient music retrieval. EDBT 2008: 229-240 - [c129]Yueguo Chen, Shouxu Jiang, Beng Chin Ooi, Anthony K. H. Tung:
Querying Complex Spatio-Temporal Sequences in Human Motion Databases. ICDE 2008: 90-99 - [c128]Ying Yan, Beng Chin Ooi, Aoying Zhou:
Continuous Content-Based Copy Detection over Streaming Videos. ICDE 2008: 853-862 - [c127]Jianzhong Li, Beng Chin Ooi, Weiping Wang:
Anonymizing Streaming Data for Privacy Protection. ICDE 2008: 1367-1369 - [c126]Su Chen, Beng Chin Ooi, Kian-Lee Tan, Mario A. Nascimento:
ST2B-tree: a self-tunable spatio-temporal b+-tree index for moving objects. SIGMOD Conference 2008: 29-42 - [c125]Mihai Lupu, Beng Chin Ooi, Y. C. Tay:
Paths to stardom: calibrating the potential of a peer-based data management system. SIGMOD Conference 2008: 265-278 - [c124]Sai Wu, Jianzhong Li, Beng Chin Ooi, Kian-Lee Tan:
Just-in-time query retrieval over partially indexed data on structured P2P overlays. SIGMOD Conference 2008: 279-290 - [c123]Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou:
EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data. SIGMOD Conference 2008: 903-914 - [c122]Quang Hieu Vu, Beng Chin Ooi, Dimitris Papadias, Anthony K. H. Tung:
A graph method for keyword-based selection of the top-K databases. SIGMOD Conference 2008: 915-926 - [r3]H. V. Jagadish, Beng Chin Ooi, Rui Zhang:
iDistance Techniques. Encyclopedia of GIS 2008: 469-471 - [r2]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Indexing of Moving Objects, Bx-Tree. Encyclopedia of GIS 2008: 512-518 - [r1]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Maximum Update Interval in Moving Objects Databases. Encyclopedia of GIS 2008: 651 - 2007
- [j51]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Continuous Clustering of Moving Objects. IEEE Trans. Knowl. Data Eng. 19(9): 1161-1174 (2007) - [c121]Beng Chin Ooi, Bei Yu, Guoliang Li:
One table stores all: Enabling painless free-and-easy data publishing and sharing. CIDR 2007: 142-153 - [c120]Guoliang Li, Beng Chin Ooi, Bei Yu, Lizhu Zhou:
Schema Mapping in P2P Networks Based on Classification and Probing. DASFAA 2007: 688-702 - [c119]Dan Lin, Hicham G. Elmongui, Elisa Bertino, Beng Chin Ooi:
Data Management in RFID Applications. DEXA 2007: 434-444 - [c118]Christian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan:
Efficiently Processing Continuous k-NN Queries on Data Streams. ICDE 2007: 156-165 - [c117]Mihai Lupu, Jianzhong Li, Beng Chin Ooi, Shengfei Shi:
Clustering wavelets to speed-up data dissemination in structured P2P MANETs. ICDE 2007: 386-395 - [c116]Yueguo Chen, Mario A. Nascimento, Beng Chin Ooi, Anthony K. H. Tung:
SpADe: On Shape-based Pattern Detection in Streaming Time Series. ICDE 2007: 786-795 - [c115]Shiyuan Wang, Beng Chin Ooi, Anthony K. H. Tung, Lizhen Xu:
Efficient Skyline Query Processing on Peer-to-Peer Networks. ICDE 2007: 1126-1135 - [c114]Beng Chin Ooi, Zhiyong Huang, Dan Lin, Hua Lu, Linhao Xu:
Adapting Relational Database Engine to Accommodate Moving Objects in SpADE. ICDE 2007: 1505-1506 - [c113]Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi:
Collaborative Spatial Data Sharing Among Mobile Lightweight Devices. SSTD 2007: 366-384 - [e6]Chee Yong Chan, Beng Chin Ooi, Aoying Zhou:
Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007. ACM 2007, ISBN 978-1-59593-686-8 [contents] - 2006
- [j50]Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan:
Answering similarity queries in peer-to-peer networks. Inf. Syst. 31(1): 57-72 (2006) - [j49]Shuqiao Guo, Zhiyong Huang, H. V. Jagadish, Beng Chin Ooi, Zhenjie Zhang:
Relaxed space bounding for moving objects: a case for the buddy tree. SIGMOD Rec. 35(4): 24-29 (2006) - [j48]Chenyi Xia, Wynne Hsu, Mong-Li Lee, Beng Chin Ooi:
BORDER: Efficient Computation of Boundary Points. IEEE Trans. Knowl. Data Eng. 18(2): 289-303 (2006) - [j47]H. V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan:
Toward Efficient Multifeature Query Processing. IEEE Trans. Knowl. Data Eng. 18(2): 350-362 (2006) - [j46]Hong Lu, Beng Chin Ooi, Heng Tao Shen, Xiangyang Xue:
Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. IEEE Trans. Knowl. Data Eng. 18(11): 1544-1559 (2006) - [j45]Zhiyong Huang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung:
Continuous Skyline Queries for Moving Objects. IEEE Trans. Knowl. Data Eng. 18(12): 1645-1658 (2006) - [j44]Chong Leng Goh, Yanfeng Shu, Zhiyong Huang, Beng Chin Ooi:
Dynamic buffer management with extensible replacement policies. VLDB J. 15(2): 99-120 (2006) - [c112]Bing Tian Dai, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Suresh Venkatasubramanian:
Column Heterogeneity as a Measure of Data Quality. CleanDB 2006 - [c111]H. V. Jagadish, Beng Chin Ooi, Quang Hieu Vu, Rong Zhang, Aoying Zhou:
VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. ICDE 2006: 34 - [c110]Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Feng Yu:
Adaptive Reorganization of Coherency-Preserving Dissemination Tree for Streaming Data. ICDE 2006: 55 - [c109]Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi:
Skyline Queries Against Mobile Lightweight Devices in MANETs. ICDE 2006: 66 - [c108]Christian S. Jensen, Dan Lin, Beng Chin Ooi, Rui Zhang:
Effective Density Queries on ContinuouslyMoving Objects. ICDE 2006: 71 - [c107]Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
SaveRF: Towards Efficient Relevance Feedback Search. ICDE 2006: 110 - [c106]Bing Tian Dai, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Suresh Venkatasubramanian:
Rapid Identification of Column Heterogeneity. ICDM 2006: 159-170 - [c105]Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Ji Wu:
Efficient Dynamic Operator Placement in a Locally Distributed Continuous Query System. OTM Conferences (1) 2006: 54-71 - [c104]H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Quang Hieu Vu, Rong Zhang:
Speeding up search in peer-to-peer networks with a multi-way tree structure. SIGMOD Conference 2006: 1-12 - [c103]Cuiping Li, Beng Chin Ooi, Anthony K. H. Tung, Shan Wang:
DADA: a data cube for dominant relationship analysis. SIGMOD Conference 2006: 659-670 - [c102]Anthony K. H. Tung, Rui Zhang, Nick Koudas, Beng Chin Ooi:
Similarity Search: A Matching Based Approach. VLDB 2006: 631-642 - 2005
- [j43]Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Wee Hyong Tok:
An adaptable distributed query processing architecture. Data Knowl. Eng. 53(3): 283-309 (2005) - [j42]Feng Bao, Robert H. Deng, Beng Chin Ooi, Yanjiang Yang:
Tailored reversible watermarking schemes for authentication of electronic clinical atlas. IEEE Trans. Inf. Technol. Biomed. 9(4): 554-563 (2005) - [j41]Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan:
Indexing High-Dimensional Data for Efficient In-Memory Similarity Search. IEEE Trans. Knowl. Data Eng. 17(3): 339-353 (2005) - [j40]H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Rui Zhang:
iDistance: An adaptive B+-tree based indexing method for nearest neighbor search. ACM Trans. Database Syst. 30(2): 364-397 (2005) - [j39]Rui Zhang, Panos Kalnis, Beng Chin Ooi, Kian-Lee Tan:
Generalized multidimensional data mapping and query processing. ACM Trans. Database Syst. 30(3): 661-697 (2005) - [c101]Xia Cao, Beng Chin Ooi, HweeHwa Pang, Kian-Lee Tan, Anthony K. H. Tung:
DSIM: A Distance-Based Indexing Method for Genomic Sequences. BIBE 2005: 97-104 - [c100]Yongluan Zhou, Ying Yan, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou:
Optimizing continuous multijoin queries over distributed streams. CIKM 2005: 221-222 - [c99]Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan:
Dynamic Load Management for Distributed Continuous Query Systems. ICDE 2005: 322-323 - [c98]Elisa Bertino, Beng Chin Ooi, Yanjiang Yang, Robert H. Deng:
Privacy and Ownership Preserving of Outsourced Medical Data. ICDE 2005: 521-532 - [c97]Hendra Setiawan, Haizhou Li, Min Zhang, Beng Chin Ooi:
Phrase-Based Statistical Machine Translation: A Level of Detail Approach. IJCNLP 2005: 576-587 - [c96]Yanjiang Yang, Beng Chin Ooi:
A Privacy Preserving Rental System. ISC 2005: 59-73 - [c95]Dan Lin, Christian S. Jensen, Beng Chin Ooi, Simonas Saltenis:
Efficient indexing of the historical, present, and future positions of moving objects. Mobile Data Management 2005: 59-66 - [c94]Yanfeng Shu, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou:
Supporting Multi-Dimensional Range Queries in Peer-to-Peer Systems. Peer-to-Peer Computing 2005: 173-180 - [c93]Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava:
Multiple Aggregations Over Data Streams. SIGMOD Conference 2005: 299-310 - [c92]Anthony K. H. Tung, Xin Xu, Beng Chin Ooi:
CURLER: Finding and Visualizing Nonlinear Correlated Clusters. SIGMOD Conference 2005: 467-478 - [c91]Barbara Catania, Wen Qiang Wang, Beng Chin Ooi, Xiaoling Wang:
Lazy XML Updates: Laziness as a Virtue of Update and Structural Join Efficiency. SIGMOD Conference 2005: 515-526 - [c90]Heng Tao Shen, Beng Chin Ooi, Xiaofang Zhou:
Towards Effective Indexing for Very Large Video Sequence Database. SIGMOD Conference 2005: 730-741 - [c89]H. V. Jagadish, Beng Chin Ooi, Quang Hieu Vu:
BATON: A Balanced Tree Structure for Peer-to-Peer Networks. VLDB 2005: 661-672 - [e5]Lizhu Zhou, Beng Chin Ooi, Xiaofeng Meng:
Database Systems for Advanced Applications, 10th International Conference, DASFAA 2005, Beijing, China, April 17-20, 2005, Proceedings. Lecture Notes in Computer Science 3453, Springer 2005, ISBN 3-540-25334-3 [contents] - [e4]Wee Siong Ng, Beng Chin Ooi, Aris M. Ouksel, Claudio Sartori:
Databases, Information Systems, and Peer-to-Peer Computing - Second International Workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3367, Springer 2005, ISBN 3-540-25233-9 [contents] - [e3]Klemens Böhm, Christian S. Jensen, Laura M. Haas, Martin L. Kersten, Per-Åke Larson, Beng Chin Ooi:
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30 - September 2, 2005. ACM 2005, ISBN 1-59593-154-6 [contents] - 2004
- [j38]Xia Cao, Shuai Cheng Li, Beng Chin Ooi, Anthony K. H. Tung:
Piers: An Efficient Model for Similarity Search in DNA Sequence Databases. SIGMOD Rec. 33(2): 39-44 (2004) - [j37]Shen-Tat Goh, Beng Chin Ooi, Kian-Lee Tan:
Demand-Driven Caching in Multiuser Environment. IEEE Trans. Knowl. Data Eng. 16(1): 112-124 (2004) - [j36]Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan:
Main Memory Indexing: The Case for BD-Tree. IEEE Trans. Knowl. Data Eng. 16(7): 870-874 (2004) - [j35]Cui Yu, Stéphane Bressan, Beng Chin Ooi, Kian-Lee Tan:
Querying high-dimensional data in single-dimensional space. VLDB J. 13(2): 105-119 (2004) - [c88]Zonghong Zhang, Alvin Teo, Beng Chin Ooi, Kian-Lee Tan:
Mining Deterministic Biclusters in Gene Expression Data. BIBE 2004: 283-292 - [c87]Mong-Li Lee, Hanyu Li, Wynne Hsu, Beng Chin Ooi:
A Statistical Approach for XML Query Size Estimation. EDBT Workshops 2004: 250-259 - [c86]Nick Koudas, Beng Chin Ooi, Heng Tao Shen, Anthony K. H. Tung:
LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space. ICDE 2004: 6-17 - [c85]Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Go Green: Recycle and Reuse Frequent Patterns. ICDE 2004: 128-139 - [c84]Rui Zhang, Beng Chin Ooi, Kian-Lee Tan:
Making the Pyramid Technique Robust to Query Types and Workloads. ICDE 2004: 313-324 - [c83]H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung:
ItCompress: An Iterative Semantic Compression Algorithm. ICDE 2004: 646-657 - [c82]Xia Cao, Anthony K. H. Tung, Beng Chin Ooi, Kian-Lee Tan, Shuai Cheng Li:
String Join Using Precedence Count Matrix. SSDBM 2004: 345-348 - [c81]Chenyi Xia, Hongjun Lu, Beng Chin Ooi, Jin Hu:
Gorder: An Efficient Method for KNN Join Processing. VLDB 2004: 756-767 - [c80]Christian S. Jensen, Dan Lin, Beng Chin Ooi:
Query and Update Efficient B+-Tree Based Indexing of Moving Objects. VLDB 2004: 768-779 - [c79]Nick Koudas, Beng Chin Ooi, Kian-Lee Tan, Rui Zhang:
Approximate NN queries on Streams with Guaranteed Error/performance Bounds. VLDB 2004: 804-815 - [c78]Xin Xu, Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Semantic Mining and Analysis of Gene Expression Data. VLDB 2004: 1261-1264 - [c77]Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan:
Answering similarity queries in peer-to-peer networks. WWW (Alternate Track Papers & Posters) 2004: 482-483 - [e2]Beng Chin Ooi, Kian-Lee Tan:
Guest Editors' Introduction: Special Section on Peer-to-Peer-Based Data Management. IEEE Trans. Knowl. Data Eng. 16(7): 785-786 (2004) - 2003
- [j34]Hao Wang, Beng Chin Ooi, Kian-Lee Tan, Twee-Hee Ong, Lei Zhou:
BLAST++: BLASTing queries in batches. Bioinform. 19(17): 2323-2324 (2003) - [j33]Pin-Kwang Eng, Beng Chin Ooi, Kian-Lee Tan:
Indexing for progressive skyline computation. Data Knowl. Eng. 46(2): 169-201 (2003) - [j32]Aoying Zhou, Weining Qian, Shuigeng Zhou, Bo Ling, Linhao Xu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan:
Data Management in Peer-to-Peer Environment: A Perspective of BestPeer. J. Comput. Sci. Technol. 18(4): 452-461 (2003) - [j31]Kian-Lee Tan, Beng Chin Ooi, Lay Foo Thiang:
Retrieving Similar Shapes Effectively and Efficiently. Multim. Tools Appl. 19(2): 111-134 (2003) - [j30]Kenneth A. Ross, Frank Neven, Beng Chin Ooi:
Reminiscences on Influential Papers. SIGMOD Rec. 32(2): 89 (2003) - [j29]Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan:
Relational data sharing in peer-based data management systems. SIGMOD Rec. 32(3): 59-64 (2003) - [c76]Beng Chin Ooi, Wee Siong Ng, Kian-Lee Tan, Aoying Zhou:
Information Acquisition Through an Integrated Paradigm: Agent + Peer-to-Peer. AP2PC 2003: 1-12 - [c75]Hao Wang, Twee-Hee Ong, Beng Chin Ooi, Kian-Lee Tan:
BLAST++ : A Tool for BLASTing Queries in Batches. APBC 2003: 71-79 - [c74]Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan:
DB-Enabled Peers for Managing Distributed Data. APWeb 2003: 10-21 - [c73]Yi Ren, Chaofeng Sha, Weining Qian, Aoying Zhou, Beng Chin Ooi, Kian-Lee Tan:
Explore the "Small World Phenomena" in Pure P2P Information Sharing Systems. CCGRID 2003: 232-239 - [c72]Hongyu Wang, Beng Chin Ooi, Anthony K. H. Tung:
Search: Mining Retrieval History for Content-Based Image Retrieval. DASFAA 2003: 275-282 - [c71]Hui Jin, Beng Chin Ooi, Heng Tao Shen, Cui Yu, Aoying Zhou:
An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. ICDE 2003: 87-98 - [c70]Haifeng Jiang, Hongjun Lu, Wei Wang, Beng Chin Ooi:
XR-Tree: Indexing XML Data for Efficient Structural Joins. ICDE 2003: 253-264 - [c69]Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou:
PeerDB: A P2P-based System for Distributed Data Sharing. ICDE 2003: 633-644 - [c68]Pin-Kwang Eng, Beng Chin Ooi, Hua Soon Sim, Kian-Lee Tan:
Preference-Driven Query Processing. ICDE 2003: 671-673 - [c67]Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan:
Contorting High Dimensional Data for Efficient Main Memory Processing. SIGMOD Conference 2003: 479-490 - [c66]Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou, Chin Hong Goh, Yingguang Li, Chu Yee Liau, Bo Ling, Wee Siong Ng, Yanfeng Shu, Xiaoyu Wang, Ming Zhang:
PeerDB: Peering into Personal Databases. SIGMOD Conference 2003: 659 - [c65]Zhenqiang Tan, Xia Cao, Beng Chin Ooi, Anthony K. H. Tung:
The ed-tree: An Index for Large DNA Sequence Databases. SSDBM 2003: 151-160 - [c64]Beng Chin Ooi, Chu Yee Liau, Kian-Lee Tan:
Managing Trust in Peer-to-Peer Systems Using Reputation-Based Techniques. WAIM 2003: 2-12 - [c63]Weining Qian, Shuigeng Zhou, Yi Ren, Aoying Zhou, Beng Chin Ooi, Kian-Lee Tan:
Dynamic Clustering-Based Query Answering in Peer-to-Peer Systems. WAIM 2003: 306-313 - [c62]Wee Siong Ng, Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan, Wee Hyong Tok:
Efficient Distributed CQ Processing using Peers. WWW (Posters) 2003 - 2002
- [b3]Kian-Lee Tan, Beng Chin Ooi:
Data Dissemination in Wireless Computing Environments. Advances in Database Systems 19, Kluwer 2002, ISBN 0-792-37866-0, pp. 1-152 - [j28]Kian-Lee Tan, Pin-Kwang Eng, Beng Chin Ooi, Ming Zhang:
Join and multi-join processing in data integration systems. Data Knowl. Eng. 40(2): 217-239 (2002) - [c61]Beng Chin Ooi, Kian-Lee Tan:
B-trees: Bearing Fruits of All Kinds. Australasian Database Conference 2002 - [c60]Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan:
BestPeer: A Self-Configurable Peer-to-Peer System. ICDE 2002: 272 - [c59]Bin Lan, Beng Chin Ooi, Kian-Lee Tan:
Efficient Indexing Structures for Mining Frequent Patterns. ICDE 2002: 453-462 - [c58]Beng Chin Ooi, HweeHwa Pang, Hao Wang, Limsoon Wong, Cui Yu:
Fast Filter-and-Refine Algorithms for Subsequence Selection. IDEAS 2002: 243-255 - [c57]Xiaoyu Wang, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou:
BuddyWeb: A P2P-Based Collaborative Web Caching System. NETWORKING Workshops 2002: 247-251 - [c56]Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Dimitris Papadias, Kian-Lee Tan:
An adaptive peer-to-peer network for distributed caching of OLAP results. SIGMOD Conference 2002: 25-36 - [c55]Wynne Hsu, Mong-Li Lee, Beng Chin Ooi, Pranab Kumar Mohanty, Keng Lik Teo, Chenyi Xia:
Advanced Database Technologies in a Diabetic Healthcare System. VLDB 2002: 1059-1062 - [c54]Beng Chin Ooi, Kian-Lee Tan, Cui Yu:
Frequent Update and Efficient Retrieval: an Oxymoron on Moving Object Indexes? WISE Workshops 2002: 3-12 - [c53]Bo Ling, Zhiguo Lu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou:
A Content-Based Resource Location Mechanism in PeerIS. WISE 2002: 279-290 - 2001
- [j27]Fiona Lee, Stéphane Bressan, Beng Chin Ooi:
Hybrid Transformation for Indexing and Searching Web Documents in the Cartographic Paradigm. Inf. Syst. 26(2): 75-92 (2001) - [j26]Kian-Lee Tan, Beng Chin Ooi, Chia Yeow Yee:
An Evaluation of Color-Spatial Retrieval Techniques for Large Image Databases. Multim. Tools Appl. 14(1): 55-78 (2001) - [j25]Tat-Seng Chua, Cheng Hian Goh, Beng Chin Ooi, Kian-Lee Tan:
A Replication Strategy for Reducing Wait Time in Video-On-Demand Systems. Multim. Tools Appl. 15(1): 39-58 (2001) - [j24]Kian-Lee Tan, Jun Cai, Beng Chin Ooi:
An Evaluation of Cache Invalidation Strategies in Wireless Environments. IEEE Trans. Parallel Distributed Syst. 12(8): 789-807 (2001) - [j23]Wen Qiang Wang, Mong-Li Lee, Beng Chin Ooi, Kian-Lee Tan:
XStorM: A Scalable Storage Mapping Scheme for XML Data. World Wide Web 4(1-2): 101-119 (2001) - [c52]Shen-Tat Goh, Beng Chin Ooi, Kian-Lee Tan:
An Efficient Method for Queries Execution in a Multi-User Environment. DASFAA 2001: 312-319 - [c51]Anirban Mondal, Masaru Kitsuregawa, Beng Chin Ooi, Kian-Lee Tan:
R-tree-based Data Migration and Selv-Tuning Strategies in Shared-Nothing Spatial Databases. ACM-GIS 2001: 28-33 - [c50]Kian-Lee Tan, Shen-Tat Goh, Beng Chin Ooi:
Cache-on-Demand: Recycling with Certainty. ICDE 2001: 633-640 - [c49]H. V. Jagadish, Hui Jin, Beng Chin Ooi, Kian-Lee Tan:
Global Optimization of Histograms. SIGMOD Conference 2001: 223-234 - [c48]Kian-Lee Tan, Pin-Kwang Eng, Beng Chin Ooi:
Efficient Progressive Skyline Computation. VLDB 2001: 301-310 - [c47]Cui Yu, Beng Chin Ooi, Kian-Lee Tan, H. V. Jagadish:
Indexing the Distance: An Efficient Method to KNN Processing. VLDB 2001: 421-430 - [c46]Shuguang Wang, Cui Yu, Beng Chin Ooi:
Compressing the Index - A Simple and yet Efficient Approximation Approach to High-Dimensional Indexing. WAIM 2001: 291-304 - [c45]Wen Qiang Wang, Mong-Li Lee, Beng Chin Ooi, Kian-Lee Tan:
XStorM: A Scalable Storage Mapping Scheme for XML Data. WWW Posters 2001 - 2000
- [j22]Cheng Hian Goh, Agnes Lim, Beng Chin Ooi, Kian-Lee Tan:
Efficient Indexing of High-Dimensional Data Through Dimensionality Reduction. Data Knowl. Eng. 32(2): 115-130 (2000) - [j21]Kian-Lee Tan, Beng Chin Ooi, Lay Foo Thiang:
Indexing Shapes in Image Databases Using the Centroid-Radii Model. Data Knowl. Eng. 32(3): 271-289 (2000) - [j20]Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi:
Query Rewriting for SWIFT (First) Answers. IEEE Trans. Knowl. Data Eng. 12(5): 694-714 (2000) - [j19]Kian-Lee Tan, Beng Chin Ooi, David J. Abel:
Exploiting Spatial Indexes for Semijoin-Based Join Processing in Distributed Spatial Databases. IEEE Trans. Knowl. Data Eng. 12(6): 920-937 (2000) - [j18]Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi:
Progressive evaluation of nested aggregate queries. VLDB J. 9(3): 261-278 (2000) - [c44]Stéphane Bressan, Chong Leng Goh, Beng Chin Ooi, Kian-Lee Tan:
A Framework for Modeling Buffer Replacement Strategies. CIKM 2000: 62-69 - [c43]Bin Lan, Stéphane Bressan, Beng Chin Ooi, Kian-Lee Tan:
Rule-Assisted Prefetching in Web-Server Caching. CIKM 2000: 504-511 - [c42]Hisham Feelifl, Masaru Kitsuregawa, Beng Chin Ooi:
A Fast Convergence Technique for Online Heat-Balancing of Btree Indexed Database over Shared-Nothing Parallel Systems. DEXA 2000: 846-858 - [c41]Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
Giving meanings to WWW images. ACM Multimedia 2000: 39-47 - [c40]Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
Finding semantically related images in the WWW. ACM Multimedia 2000: 491-492 - [c39]Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Stéphane Bressan:
Indexing the Edges - A Simple and Yet Efficient Approach to High-Dimensional Indexing. PODS 2000: 166-174 - [c38]Mong-Li Lee, Masaru Kitsuregawa, Beng Chin Ooi, Kian-Lee Tan, Anirban Mondal:
Towards Self-Tuning Data Placement in Parallel Database Systems. SIGMOD Conference 2000: 225-236 - [c37]Chong Leng Goh, Beng Chin Ooi, Stéphane Bressan, Kian-Lee Tan:
Integrating Replacement Policies in StorM: An Extensible Approach. SIGMOD Conference 2000: 599 - [c36]Fiona Lee, Stéphane Bressan, Beng Chin Ooi:
Global Atlas: Calibrating and Indexing Documents from the Internet in the Cartographic Paradigm. WISE 2000: 125-132 - [c35]Jie Wei, Stéphane Bressan, Beng Chin Ooi:
Mining Term Association Rules for Automatic Global Query Expansion: Methodology and Preliminary Results. WISE 2000: 366-373
1990 – 1999
- 1999
- [j17]Kian-Lee Tan, Cheng Hian Goh, Mong-Li Lee, Beng Chin Ooi:
Efficient Join Processing Using Partial Precomputation. Knowl. Inf. Syst. 1(4): 481-514 (1999) - [j16]Elisa Bertino, Beng Chin Ooi:
The Indispensability of Dispensable Indexes. IEEE Trans. Knowl. Data Eng. 11(1): 17-27 (1999) - [c34]Ke Wang, Beng Chin Ooi, Sam Yuan Sung:
P-Tree: A B-Tree Index for Lists. DASFAA 1999: 221-228 - [c33]Pin-Kwang Eng, Kian-Lee Tan, Beng Chin Ooi:
Building CyberBroker in Digital Marketplaces Using Java and CORBA. DEXA 1999: 1086-1095 - [c32]Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi:
On Getting Some Answers Quickly, and Perhaps More Later. ICDE 1999: 32-39 - [c31]Bin Lan, Stéphane Bressan, Beng Chin Ooi, Y. C. Tay:
Making Web Servers Pushier. WEBKDD 1999: 112-125 - [c30]Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi:
Online Feedback for Nested Aggregate Queries with Multi-Threading. VLDB 1999: 18-29 - [c29]Cheng Hian Goh, Beng Chin Ooi, Dennis Sim, Kian-Lee Tan:
GHOST: Fine Granularity Buffering of Indexes. VLDB 1999: 339-350 - 1998
- [j15]Kian-Lee Tan, Beng Chin Ooi:
On Selective Tuning in Unreliable Wireless Channels. Data Knowl. Eng. 28(2): 209-231 (1998) - [j14]David J. Abel, Beng Chin Ooi, Kian-Lee Tan, Soon Huat Tan:
Towards integrated Geographical Information Processing. Int. J. Geogr. Inf. Sci. 12(4): 353-371 (1998) - [j13]Beng Chin Ooi, Cheng Hian Goh, Kian-Lee Tan:
Indexing bitemporal databases as points. Inf. Softw. Technol. 40(5-6): 327-337 (1998) - [j12]Kian-Lee Tan, Beng Chin Ooi:
Batch Scheduling for Demand-Driven Servers in Wireless Environments. Inf. Sci. 109(1-4): 281-298 (1998) - [j11]Beng Chin Ooi, Kian-Lee Tan, Tat-Seng Chua, Wynne Hsu:
Fast Image Retrieval Using Color-Spatial Information. VLDB J. 7(2): 115-128 (1998) - [c28]Chia Yeow Yee, Kian-Lee Tan, Tat-Seng Chua, Beng Chin Ooi:
An Empirical Study of Color-Spatial Retrieval Techniques for Large Image Databases. ICMCS 1998: 218-221 - [c27]Beng Chin Ooi, Cheng Hian Goh, Kian-Lee Tan:
Fast High-Dimensional Data Search in Incomplete Databases. VLDB 1998: 357-367 - 1997
- [b2]Elisa Bertino, Beng Chin Ooi, Ron Sacks-Davis, Kian-Lee Tan, Justin Zobel, Boris Shidlovsky, Barbara Catania:
Indexing Techniques for Advanced Database Systems. Advances in Database Systems 8, Kluwer 1997, ISBN 0-7923-9985-4, pp. 1-224 [contents] - [j10]Chee Yong Chan, Beng Chin Ooi:
Efficient Scheduling of Page Access in Index-Based Join Processing. IEEE Trans. Knowl. Data Eng. 9(6): 1005-1011 (1997) - [c26]Kian-Lee Tan, Beng Chin Ooi, Tat-Seng Chua:
On Video-on-Demand sSrvers with Hierarchical Storage. DASFAA 1997: 491-500 - [c25]Chee Yong Chan, Cheng Hian Goh, Beng Chin Ooi:
Indexing OODB Instances based on Access Proximity. ICDE 1997: 14-21 - [c24]Jun Cai, Kian-Lee Tan, Beng Chin Ooi:
On Incremental Cache Coherency Schemes in Mobile Computing Environments. ICDE 1997: 114-123 - [c23]Tat-Seng Chua, Kian-Lee Tan, Beng Chin Ooi:
Fast Signature-Based Color-Spatial Image Retrieval. ICMCS 1997: 362-369 - 1996
- [j9]Cheng Hian Goh, Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan:
Indexing Temporal Data Using Existing B+-Trees. Data Knowl. Eng. 18(2): 147-165 (1996) - [j8]Beng Chin Ooi, Jiawei Han, Hongjun Lu, Kian-Lee Tan:
Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases. VLDB J. 5(3): 215-228 (1996) - [c22]Tat-Seng Chua, Jiandong Li, Beng Chin Ooi, Kian-Lee Tan:
Disk Striping Strategies for Large Video-on-Demand Servers. ACM Multimedia 1996: 297-306 - [c21]Tat-Seng Chua, Kah-Choo Teo, Beng Chin Ooi, Kian-Lee Tan:
Using Domain Knowledge in Querying Image Databases. MMM 1996: 339-354 - 1995
- [c20]Hongjun Lu, R.-H. Luo, Beng Chin Ooi:
Spatial Joins by Precomputation of Approximations. Australasian Database Conference 1995 - [c19]David J. Abel, Beng Chin Ooi, Kian-Lee Tan, Robert Power, Jeffrey Xu Yu:
Spatial Join Strategies in Distributed Spatial DBMS. SSD 1995: 348-367 - 1994
- [j7]Beng Chin Ooi, Cuie Zhao, Hongjun Lu:
Duet - A Database User Interface Design Environment. J. Intell. Inf. Syst. 3(3/4): 331-355 (1994) - [c18]Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan:
Efficient Image Retrieval By Color Contents. ADB 1994: 95-108 - [c17]Han Shen, Beng Chin Ooi, Hongjun Lu:
The TP-Index: A Dynamic and Efficient Indexing Mechanism for Temporal Databases. ICDE 1994: 274-281 - [c16]Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan:
On Spatially Partitioned Temporal Join. VLDB 1994: 546-557 - 1993
- [j6]Hongjun Lu, Beng Chin Ooi:
Spatial Indexing: Past and Future. IEEE Data Eng. Bull. 16(3): 16-21 (1993) - [c15]Thong wei Koh, Beng Chin Ooi, Yin Seong Ho:
A Model Using Classes as Basic Organization Tool. DOOD 1993: 429-443 - [c14]Beng Chin Ooi, Cuie Zhao, Hongjun Lu:
A User Interface Generator for Visual Databases. MMM 1993: 81-97 - [c13]Hongjun Lu, Beng Chin Ooi, Cheng Hian Goh:
Multidatabase Query Optimization: Issues and Solutions. RIDE-IMS 1993: 137-143 - [e1]David J. Abel, Beng Chin Ooi:
Advances in Spatial Databases, Third International Symposium, SSD'93, Singapore, June 23-25, 1993, Proceedings. Lecture Notes in Computer Science 692, Springer 1993, ISBN 3-540-56869-7 [contents] - 1992
- [j5]Hongjun Lu, Beng Chin Ooi, Cheng Hian Goh:
On Global Multidatabase Query Optimization. SIGMOD Rec. 21(4): 6-11 (1992) - [c12]Chee Chin Low, Beng Chin Ooi, Hongjun Lu:
H-trees: A Dynamic Associative Search Index for OODB. SIGMOD Conference 1992: 134-143 - [c11]Chee Yong Chan, Beng Chin Ooi, Hongjun Lu:
Extensible Buffer Management of Indexes. VLDB 1992: 444-454 - 1991
- [j4]Beng Chin Ooi, Ron Sacks-Davis, Ken J. McDonell:
Spatial indexing in binary decomposition and spatial bounding. Inf. Syst. 16(2): 211-237 (1991) - [c10]HweeHwa Pang, Hongjun Lu, Beng Chin Ooi:
Query Processing in OODB. DASFAA 1991: 1-10 - [c9]Chee Chin Low, Hongjun Lu, Beng Chin Ooi, Jiawei Han:
Efficient Access Methods in Deductive and Object-Oriented Databases. DOOD 1991: 68-84 - [c8]HweeHwa Pang, Hongjun Lu, Beng Chin Ooi:
An Efficient Semantic Query Optimization Algorithm. ICDE 1991: 326-335 - [c7]Suliman Al-Hawamdeh, Beng Chin Ooi:
Semantic-based query formulation in PAS. RIAO 1991: 916-933 - [c6]Hongjun Lu, Beng Chin Ooi, HweeHwa Pang:
Multilevel Security Control in Multidatabase Management Systems. RIDE-IMS 1991: 359-363 - [c5]Hongjun Lu, Beng Chin Ooi, Ashvin D'Souza, Chee Chin Low:
Storage Management in Geographic Information Systems. SSD 1991: 451-470 - 1990
- [b1]Beng Chin Ooi:
Efficient Query Processing in Geographic Information Systems. Lecture Notes in Computer Science 471, Springer 1990, ISBN 3-540-53474-1 - [j3]Limsoon Wong, Beng Chin Ooi:
Treating Failure As Value. ACM SIGPLAN Notices 25(1): 29-32 (1990) - [j2]Limsoon Wong, Beng Chin Ooi:
Treating failure as state. ACM SIGPLAN Notices 25(8): 24-26 (1990)
1980 – 1989
- 1989
- [j1]Hock T. Ch'ng, B. Sprinivasan, Beng Chin Ooi:
Study of Self-Organizing Heuristics for Skewed Access Patterns. Inf. Process. Lett. 30(5): 237-244 (1989) - [c4]Beng Chin Ooi, Ron Sacks-Davis:
Query Optimization in an Extended DBMS. FODO 1989: 47-63 - [c3]Beng Chin Ooi, Ron Sacks-Davis, Ken J. McDonell:
Extending a DBMS for Geographic Applications. ICDE 1989: 590-597 - 1988
- [c2]Beng Chin Ooi, A. D. Narasimhalu:
Integration of Write Once Optical Disk with Multimedia DBMS. RIAO 1988: 213-226 - 1987
- [c1]Beng Chin Ooi:
Spatial kd-Tree: A Data Structure for Geographic Database. BTW 1987: 247-258
Coauthor Index
[i71] [i70] [j168] [j167] [j165] [j161] [j158] [c214] [c212] [i67] [i66] [i63] [i62] [i60] [j153] [j152] [j151] [j150] [j148] [c207] [i58] [i49] [i48] [i47] [j139] [c193] [c191] [c190] [c189] [c188] [c187] [i44] [i42] [i41] [j138] [j137] [j135] [c186] [c185] [c183] [c182] [i39] [i38] [i36] [i35] [i32] [j134] [j133] [j132] [j130] [i31] [i30] [i28] [i27] [i26] [i25] [i23] [j129] [j128] [j127] [j126] [j125] [j124] [j123] [c176] [i21] [i19] [i18] [c171] [p2] [i15] [i14] [i12] [i11] [j116] [j115] [j114] [j113] [j112] [c169] [c168] [i9] [i8] [j108] [c167] [c165] [c164] [i7] [i6] [j102] [j100] [j99] [j98] [j97] [c160] [c156] [j89] [j88] [j87] [i3] [j80] [c146] [c137] [c134]
[j168] [j158] [i66] [c207] [i48] [j130] [i27] [j125] [c171] [i15] [i12] [j116] [j115] [j113] [j112] [c168] [i9] [i8] [j109] [j108] [c165] [c164] [c162] [j102] [j97] [j94] [j91] [p1] [j70] [c141] [j64] [j62] [j60] [j58] [j52] [c130] [c126] [c124] [j50] [j47] [c110] [c107] [c105] [c104] [j43] [j41] [j40] [j39] [c101] [c100] [c99] [c94] [j37] [j36] [j35] [c88] [c85] [c84] [c82] [c79] [c78] [c77] [e2] [j34] [j33] [j32] [j31] [j29] [c76] [c75] [c74] [c73] [c69] [c68] [c67] [c66] [c64] [c63] [c62] [b3] [j28] [c61] [c60] [c59] [c57] [c56] [c54] [c53] [j26] [j25] [j24] [j23] [c52] [c51] [c50] [c49] [c48] [c47] [c45] [j22] [j21] [j20] [j19] [j18] [c44] [c43] [c41] [c40] [c39] [c38] [c37] [j17] [c33] [c32] [c30] [c29] [j15] [j14] [j13] [j12] [j11] [c28] [c27] [b2] [c26] [c24] [c23] [j9] [j8] [c22] [c21] [c19] [c18] [c16]
[i70] [j168] [j158] [c214] [c212] [i66] [i63] [i62] [j152] [j151] [j150] [j148] [c209] [c207] [i58] [j142] [c198] [i48] [i47] [j139] [c193] [c192] [c191] [c190] [c189] [c187] [i45] [i44] [i42] [i41] [j137] [j135] [c186] [c185] [c183] [c182] [i39] [i38] [i36] [i32] [j134] [j133] [i30] [i27] [i26] [i25] [i23] [j127] [j126] [j124] [j123] [j122] [c176] [r7] [i21] [i19] [i18] [i17] [j121] [p2] [i15] [i13] [i11] [j115] [j114] [j113] [c170] [j108] [j107] [c164] [i7] [j97] [c159] [j85] [i4] [i1] [c150] [c146] [j73] [j61]
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