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2020 – today
- 2022
[j16]Hao Peng
, Renyu Yang, Zheng Wang, Jianxin Li, Lifang He, Philip S. Yu, Albert Y. Zomaya, Rajiv Ranjan:
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. IEEE Trans. Computers 71(3): 628-642 (2022)- [j15]Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He:
A Survey on Text Classification: From Traditional to Deep Learning. ACM Trans. Intell. Syst. Technol. 13(2): 31:1-31:41 (2022) - [j14]Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu:
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. ACM Trans. Inf. Syst. 40(4): 69:1-69:46 (2022) - [j13]Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan:
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. IEEE Trans. Parallel Distributed Syst. 33(1): 88-100 (2022) - [i7]Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie:
RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search. CoRR abs/2206.06757 (2022) - 2021
- [j12]Youmei Song, Tianyu Wo, Renyu Yang, Qi Shen, Jie Xu:
Joint optimization of cache placement and request routing in unreliable networks. J. Parallel Distributed Comput. 157: 168-178 (2021) - [j11]Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He:
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 15(5): 89:1-89:33 (2021) - [j10]Hao Peng, Jianxin Li, Senzhang Wang, Lihong Wang, Qiran Gong, Renyu Yang, Bo Li, Philip S. Yu, Lifang He:
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. IEEE Trans. Knowl. Data Eng. 33(6): 2505-2519 (2021) - [c28]Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu:
Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. CCGRID 2021: 176-185 - [c27]Renyu Yang, Junzhong Shen, Mei Wen, Yasong Cao, Yuhang Li:
Embrace the Conflicts: Exploring the Integration of Single Port Memory in Systolic Array-based Accelerators. HPCC/DSS/SmartCity/DependSys 2021: 133-140 - [i6]Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He:
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. CoRR abs/2104.00853 (2021) - [i5]Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu:
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. CoRR abs/2104.07886 (2021) - [i4]Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun:
HAWK: Rapid Android Malware Detection through Heterogeneous Graph Attention Networks. CoRR abs/2108.07548 (2021) - 2020
- [j9]Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Maciej Koutny, Rajiv Ranjan:
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM Comput. Surv. 53(4): 82:1-82:47 (2020) - [j8]Zhenyu Wen, Tao Lin, Renyu Yang, Shouling Ji, Rajiv Ranjan, Alexander B. Romanovsky, Chang-Ting Lin, Jie Xu:
GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. IEEE Trans. Parallel Distributed Syst. 31(1): 129-143 (2020) - [j7]Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li:
Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. IEEE Trans. Parallel Distributed Syst. 31(7): 1499-1517 (2020) - [c26]Chunming Hu, Jianyong Zhu, Renyu Yang, Hao Peng, Tianyu Wo, Shiqing Xue, Xiaoqiang Yu, Jie Xu, Rajiv Ranjan:
TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters. CLOUD 2020: 619-627 - [c25]Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan:
Horus: An Interference-Aware Resource Manager for Deep Learning Systems. ICA3PP (2) 2020: 492-508 - [c24]Jie Zhou, Renyu Yang, Yueling Lyu, Rong Song:
Admittance Control Strategy with Output Joint Space Constraints for a Lower Limb Rehabilitation Robot. ICARM 2020: 564-569 - [i3]Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He:
A Survey on Text Classification: From Shallow to Deep Learning. CoRR abs/2008.00364 (2020) - [i2]Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He:
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. CoRR abs/2008.05880 (2020)
2010 – 2019
- 2019
- [j6]Renyu Yang, Yigang Han, Fan Zhang, Fei Feng:
基于SDN的内容中心网络研究综述 (Survey of Content Centric Network Based on SDN). 计算机科学 46(1): 13-20 (2019) - [j5]Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu:
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. IEEE Trans. Serv. Comput. 12(1): 91-104 (2019) - [c23]Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu:
Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. SoCC 2019: 478 - [c22]Renyu Yang, Jie Zhou, Qianqian Yang, Rong Song:
Robust Finite-Time Convergence Control for a Knee Rehabilitation Robot*. ICARM 2019: 309-312 - [c21]Pin Liu, Renyu Yang, Jie Sun, Xudong Liu:
SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU. SOSE 2019 - [c20]Paul Townend, Stephen J. Clement, Dan Burdett, Renyu Yang, Joe Shaw, Brad Slater, Jie Xu:
Invited Paper: Improving Data Center Efficiency Through Holistic Scheduling In Kubernetes. SOSE 2019 - [c19]Shiqing Xue, Chunming Hu, Jianyong Zhu, Renyu Yang:
Shaready: A Resource-IsolatedWorkload Co-Location System. SOSE 2019 - [i1]Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Rajiv Ranjan:
Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. CoRR abs/1910.05433 (2019) - 2018
- [j4]Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan:
Emergent Failures: Rethinking Cloud Reliability at Scale. IEEE Cloud Comput. 5(5): 12-21 (2018) - [c18]Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li:
ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. ICDCS 2018: 949-960 - [c17]Renyu Yang, Xue Ouyang, Yaofeng Chen, Paul Townend, Jie Xu:
Intelligent Resource Scheduling at Scale: A Machine Learning Perspective. SOSE 2018: 132-141 - [c16]Yong Zhang, Mingming Zhang, Tianyu Wo, Xuelian Lin, Renyu Yang, Jie Xu:
A Scalable lnternet-of-Vehicles Service over Joint Clouds. SOSE 2018: 210-215 - 2017
- [j3]Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos:
Fog Orchestration for Internet of Things Services. IEEE Internet Comput. 21(2): 16-24 (2017) - [j2]Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li:
Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover. IEEE Trans. Serv. Comput. 10(6): 969-983 (2017) - [c15]Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu:
Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. HPCC/SmartCity/DSS 2017: 332-339 - [c14]Xue Ouyang, Changjian Wang, Renyu Yang, Guogui Yang, Paul Townend, Jie Xu:
ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics. ICPADS 2017: 73-80 - 2016
- [c13]Renyu Yang, Tianyu Wo, Chunming Hu, Jie Xu, Mingming Zhang:
D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment. HASE 2016: 252-259 - [c12]Hailun Wang, Mingming Zhang, Renyu Yang, Xuelian Lin, Tianyu Wo, Rajiv Ranjan, Jie Xu:
SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns. HPCC/SmartCity/DSS 2016: 773-780 - [c11]Chunming Hu, Xixu Wang, Renyu Yang, Tianyu Wo:
ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store. ICPADS 2016: 593-601 - [c10]Renyu Yang, Jie Xu:
Computing at Massive Scale: Scalability and Dependability Challenges. SOSE 2016: 386-397 - 2015
- [c9]Wenbo Jiang, Tianyu Wo, Mingming Zhang, Renyu Yang, Jie Xu:
A Method for Private Car Transportation Dispatching Based on a Passenger Demand Model. IOV 2015: 37-48 - 2014
- [j1]Zhuo Zhang, Chao Li, Yangyu Tao, Renyu Yang, Hong Tang, Jie Xu:
Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale. Proc. VLDB Endow. 7(13): 1393-1404 (2014) - [c8]Benlong Zhang, Junbin Kang, Tianyu Wo, Yuda Wang, Renyu Yang:
A Flexible and Scalable Affinity Lock for the Kernel. HPCC/CSS/ICESS 2014: 34-37 - [c7]Yuda Wang, Renyu Yang, Tianyu Wo, Wenbo Jiang, Chunming Hu:
Improving utilization through dynamic VM resource allocation in hybrid cloud environment. ICPADS 2014: 241-248 - [c6]Jianxin Li, Jingsheng Zheng, Lei Cui, Renyu Yang:
ConSnap: Taking continuous snapshots for running state protection of virtual machines. ICPADS 2014: 677-684 - [c5]Lei Cui, Jianxin Li, Tianyu Wo, Bo Li, Renyu Yang, Yinglie Cao, Jinpeng Huai:
HotRestore: A Fast Restore System for Virtual Machine Cluster. LISA 2014: 1-16 - [c4]Yumei Huang, Renyu Yang, Lei Cui, Tianyu Wo, Chunming Hu, Bo Li:
VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication. SOSE 2014: 314-319 - 2013
- [c3]Renyu Yang, Ismael Solís Moreno, Jie Xu, Tianyu Wo:
An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments. CloudCom (1) 2013: 112-119 - [c2]Yunkai Zhang, Renyu Yang, Tianyu Wo, Chunming Hu, Junbin Kang, Lei Cui:
CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration. HPCC/EUC 2013: 1374-1381 - [c1]Ismael Solís Moreno, Renyu Yang, Jie Xu, Tianyu Wo:
Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement. ISADS 2013: 1-8
Coauthor Index
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