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ORCIDIEEE Transactions on Parallel and Distributed Systems, Volume 32
Volume 32, Number 1, January 2021
- Haitao Zhang
, Xin Geng, Huadong Ma:
Learning-Driven Interference-Aware Workload Parallelization for Streaming Applications in Heterogeneous Cluster. 1-15 - Weichen Huang, Juntao Fang, Shenggang Wan, Changsheng Xie, Xubin He:
Design and Evaluation of a Risk-Aware Failure Identification Scheme for Improved RAS in Erasure-Coded Data Centers. 16-30 - Xiaoyu Xia, Feifei Chen, Qiang He, John C. Grundy, Mohamed Abdelrazek, Hai Jin:
Cost-Effective App Data Distribution in Edge Computing. 31-44 - Shinobu Miwa, Ignacio Laguna, Martin Schulz:
PredCom: A Predictive Approach to Collecting Approximated Communication Traces. 45-58 - Moming Duan, Duo Liu, Xianzhang Chen, Renping Liu, Yujuan Tan, Liang Liang:
Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems. 59-71 - Cristóbal A. Navarro, Roberto Carrasco, Ricardo J. Barrientos, Javier A. Riquelme, Raimundo Vega:
GPU Tensor Cores for Fast Arithmetic Reductions. 72-84 - Philipp Grete, Forrest Wolfgang Glines, Brian W. O'Shea:
K-Athena: A Performance Portable Structured Grid Finite Volume Magnetohydrodynamics Code. 85-97 - Sheng Wang, Zhijun Ding, Changjun Jiang:
Elastic Scheduling for Microservice Applications in Clouds. 98-115 - Zhiyong Ye, Yang Wang, Shuibing He, Chengzhong Xu, Xian-He Sun:
Sova: A Software-Defined Autonomic Framework for Virtual Network Allocations. 116-130 - Guoqing Xiao, Kenli Li, Yuedan Chen, Wangquan He, Albert Y. Zomaya, Tao Li:
CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight. 131-146 - M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat:
Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition. 147-159 - Zhigao Zheng, Xuanhua Shi, Ligang He, Hai Jin, Shuo Wei, Hulin Dai, Xuan Peng:
Feluca: A Two-Stage Graph Coloring Algorithm With Color-Centric Paradigm on GPU. 160-173 - Sudip Misra, Anandarup Mukherjee, Arijit Roy, Nishant Saurabh, Yogachandran Rahulamathavan, Muttukrishnan Rajarajan:
Blockchain at the Edge: Performance of Resource-Constrained IoT Networks. 174-183 - Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Rusty: Runtime Interference-Aware Predictive Monitoring for Modern Multi-Tenant Systems. 184-198 - Tong Geng, Ang Li, Tianqi Wang, Chunshu Wu, Yanfei Li, Runbin Shi, Wei Wu, Martin C. Herbordt:
O3BNN-R: An Out-of-Order Architecture for High-Performance and Regularized BNN Inference. 199-213 - Yujuan Tan, Congcong Xu, Jing Xie, Zhichao Yan, Hong Jiang, Witawas Srisa-an, Xianzhang Chen, Duo Liu:
Improving the Performance of Deduplication-Based Storage Cache via Content-Driven Cache Management Methods. 214-228 - Marc González, Enric Morancho:
Multi-GPU Parallelization of the NAS Multi-Zone Parallel Benchmarks. 229-241 - Jin Wang, Jia Hu, Geyong Min, Albert Y. Zomaya, Nektarios Georgalas:
Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning. 242-253
Volume 32, Number 2, February 2021
- Alvaro Wong, Elisa Heymann, Dolores Rexachs, Emilio Luque:
Middleware to Manage Fault Tolerance Using Semi-Coordinated Checkpoints. 254-268 - Md. S. Q. Zulkar Nine, Tevfik Kosar:
A Two-Phase Dynamic Throughput Optimization Model for Big Data Transfers. 269-280 - Xiaoyu Xia, Feifei Chen, Qiang He, John Grundy, Mohamed Abdelrazek, Hai Jin:
Online Collaborative Data Caching in Edge Computing. 281-294 - Song Yang, Fan Li, Stojan Trajanovski, Ramin Yahyapour, Xiaoming Fu:
Recent Advances of Resource Allocation in Network Function Virtualization. 295-314 - Purushottam Sigdel, Xu Yuan, Nian-Feng Tzeng:
Realizing Best Checkpointing Control in Computing Systems. 315-329 - Hui Guan, Xipeng Shen, Hamid Krim:
An Automatic Synthesizer of Advising Tools for High Performance Computing. 330-341 - Thi-Thanh-Quynh Nguyen, Christophe Bobineau, Vincent Debusschere, Quang-Huy Giap, Nouredine Hadjsaid:
CPDE: A Methodology for the Transparent Distribution of Centralized Smart Grid Programs. 342-354 - Linhuai Tang, Gang Cai, Yong Zheng, Jiamin Chen:
A Resource and Performance Optimization Reduction Circuit on FPGAs. 355-366 - Xia Liao, Shengguo Li, Yutong Lu, José E. Román:
A Parallel Structured Divide-and-Conquer Algorithm for Symmetric Tridiagonal Eigenvalue Problems. 367-378 - Ahmad Al Badawi, Bharadwaj Veeravalli, Jie Lin, Xiao Nan, Kazuaki Matsumura, Khin Mi Mi Aung:
Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters. 379-391 - Zhengjun Cao, Olivier Markowitch:
Comment on "Circuit Ciphertext-Policy Attribute-Based Hybrid Encryption With Verifiable Delegation in Cloud Computing". 392-393 - Cong Wang, Yuanyuan Yang, Pengzhan Zhou:
Towards Efficient Scheduling of Federated Mobile Devices Under Computational and Statistical Heterogeneity. 394-410 - Xiaojie Wang, Zhaolong Ning, Song Guo:
Multi-Agent Imitation Learning for Pervasive Edge Computing: A Decentralized Computation Offloading Algorithm. 411-425 - Yusen Li, Changjian Zhao, Xueyan Tang, Wentong Cai, Xiaoguang Liu, Gang Wang, Xiaoli Gong:
Towards Minimizing Resource Usage With QoS Guarantee in Cloud Gaming. 426-440 - Pu Pang, Quan Chen, Deze Zeng, Minyi Guo:
Adaptive Preference-Aware Co-Location for Improving Resource Utilization of Power Constrained Datacenters. 441-456 - Tong Zhang, Fengyuan Ren, Jiakun Bao, Ran Shu, Wenxue Cheng:
Minimizing Coflow Completion Time in Optical Circuit Switched Networks. 457-469 - Andrea Giordano, Alessio De Rango, Rocco Rongo, Donato D'Ambrosio, William Spataro:
Dynamic Load Balancing in Parallel Execution of Cellular Automata. 470-484 - Yaxing Chen, Qinghua Zheng, Zheng Yan, Dan Liu:
QShield: Protecting Outsourced Cloud Data Queries With Multi-User Access Control Based on SGX. 485-499
Volume 32, Number 3, March 2021
- Xiaoli Gong, Dingyuan Cao, Yuxuan Li, Ximing Liu, Yusen Li, Jin Zhang, Tao Li:
A Thread Level SLO-Aware I/O Framework for Embedded Virtualization. 500-513 - Sara Kardani-Moghaddam, Rajkumar Buyya, Kotagiri Ramamohanarao:
ADRL: A Hybrid Anomaly-Aware Deep Reinforcement Learning-Based Resource Scaling in Clouds. 514-526 - Kristina Spirovska, Diego Didona, Willy Zwaenepoel:
Optimistic Causal Consistency for Geo-Replicated Key-Value Stores. 527-542 - Hamidreza Khaleghzadeh, Muhammad Fahad, Arsalan Shahid, Ravi Reddy Manumachu, Alexey L. Lastovetsky:
Bi-Objective Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Performance and Energy Through Workload Distribution. 543-560 - Xueqiao Liu, Guomin Yang, Willy Susilo, Joseph Tonien, Ximeng Liu, Jian Shen:
Privacy-Preserving Multi-Keyword Searchable Encryption for Distributed Systems. 561-574 - Naina Gupta, Arpan Jati, Amit Kumar Chauhan, Anupam Chattopadhyay:
PQC Acceleration Using GPUs: FrodoKEM, NewHope, and Kyber. 575-586 - Xueqin Liang, Zheng Yan, Robert H. Deng, Qinghua Zheng:
Investigating the Adoption of Hybrid Encrypted Cloud Data Deduplication With Game Theory. 587-600 - Soojeong Cho, Wonbae Kim, Sehyeon Oh, Changdae Kim, Kwangwon Koh, Beomseok Nam:
Failure-Atomic Byte-Addressable R-tree for Persistent Memory. 601-614 - Changyuan Lin, Hamzeh Khazaei:
Modeling and Optimization of Performance and Cost of Serverless Applications. 615-632 - Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini:
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters. 633-648 - Kaixin Huang, Sumin Li, Linpeng Huang, Kian-Lee Tan, Hong Mei:
Lewat: A Lightweight, Efficient, and Wear-Aware Transactional Persistent Memory System. 649-664 - Guo Chen, Baolei Cheng, Dajin Wang:
Constructing Completely Independent Spanning Trees in Data Center Network Based on Augmented Cube. 665-673 - Rupesh Raj Karn, Prabhakar Kudva, Hai Huang, Sahil Suneja, Ibrahim M. Elfadel:
Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning. 674-691 - Xiangqiang Gao, Rongke Liu, Aryan Kaushik:
Hierarchical Multi-Agent Optimization for Resource Allocation in Cloud Computing. 692-707 - Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
The Deep Learning Compiler: A Comprehensive Survey. 708-727 - Gongming Zhao, Hongli Xu, Jingyuan Fan, Liusheng Huang, Chunming Qiao:
Achieving Fine-Grained Flow Management Through Hybrid Rule Placement in SDNs. 728-742
Volume 32, Number 4, April 2021
- Manish Parashar:
Editor's Note. 743-745 - Shufeng Gong, Yanfeng Zhang, Ge Yu:
Accelerating Large-Scale Prioritized Graph Computations by Hotness Balanced Partition. 746-759 - Gizem S. Çetin, Erkay Savas, Berk Sunar:
Homomorphic Sorting With Better Scalability. 760-771 - Tommaso Pozzetti, Ajay D. Kshemkalyani:
Resettable Encoded Vector Clock for Causality Analysis With an Application to Dynamic Race Detection. 772-785 - Dian Chen, Haobo Yuan, Shengshan Hu, Qian Wang, Cong Wang:
BOSSA: A Decentralized System for Proofs of Data Retrievability and Replication. 786-798 - Zichuan Xu, Liqian Zhao, Weifa Liang, Omer F. Rana, Pan Zhou, Qiufen Xia, Wenzheng Xu, Guowei Wu:
Energy-Aware Inference Offloading for DNN-Driven Applications in Mobile Edge Clouds. 799-814 - Lingzhi Ouyang, Yu Huang, Hengfeng Wei, Jian Lu:
Achieving Probabilistic Atomicity With Well-Bounded Staleness and Low Read Latency in Distributed Datastores. 815-829 - Ning Chen, Siyi Quan, Sheng Zhang, Zhuzhong Qian, Yibo Jin, Jie Wu, Wenzhong Li, Sanglu Lu:
Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality. 830-841 - Youfu Li, Matteo Interlandi, Fotis Psallidas, Wei Wang, Carlo Zaniolo:
SEIZE: Runtime Inspection for Parallel Dataflow Systems. 842-854 - Tianchen Ding, Shiyou Qian, Jian Cao, Guangtao Xue, Yanmin Zhu, Jiadi Yu, Minglu Li:
MO-Tree: An Efficient Forwarding Engine for Spatiotemporal-Aware Pub/Sub Systems. 855-866 - Rong Gu, Zhiqiang Zuo, Xi Jiang, Han Yin, Zhaokang Wang, Linzhang Wang, Xuandong Li, Yihua Huang:
Towards Efficient Large-Scale Interprocedural Program Static Analysis on Distributed Data-Parallel Computation. 867-883 - Minghua Shen, Guojie Luo, Nong Xiao:
Coarse-Grained Parallel Routing With Recursive Partitioning for FPGAs. 884-899 - Qihua Zhou, Kun Wang, Haodong Lu, Wenyao Xu, Yanfei Sun, Song Guo:
Canary: Decentralized Distributed Deep Learning Via Gradient Sketch and Partition in Multi-Interface Networks. 900-917 - Nannan Zhao, Vasily Tarasov, Hadeel Albahar, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Arnab Kumar Paul, Keren Chen, Ali Raza Butt:
Large-Scale Analysis of Docker Images and Performance Implications for Container Storage Systems. 918-930 - Tarik Reza Toha, A. S. M. Rizvi, Jannatun Noor, Muhammad Abdullah Adnan, A. B. M. Alim Al Islam:
Towards Greening MapReduce Clusters Considering Both Computation Energy and Cooling Energy. 931-942 - Maciej Besta, Jens Domke, Marcel Schneider, Marek Konieczny, Salvatore Di Girolamo, Timo Schneider, Ankit Singla, Torsten Hoefler:
High-Performance Routing With Multipathing and Path Diversity in Ethernet and HPC Networks. 943-959 - Sudheer Kumar Battula, Malgorzata M. O'Reilly, Saurabh Garg, James Montgomery:
A Generic Stochastic Model for Resource Availability in Fog Computing Environments. 960-974 - Xin Liu, Jun Sun, Lin Zheng, Su Wang, Yao Liu, Tongquan Wei:
Parallelization and Optimization of NSGA-II on Sunway TaihuLight System. 975-987
Volume 32, Number 5, May 2021
- Franco Cicirelli, Andrea Giordano, Carlo Mastroianni:
Analysis of Global and Local Synchronization in Parallel Computing. 988-1000 - Gökhan Göktürk, Kamer Kaya:
Boosting Parallel Influence-Maximization Kernels for Undirected Networks With Fusing and Vectorization. 1001-1013 - Johannes de Fine Licht, Maciej Besta, Simon Meierhans, Torsten Hoefler:
Transformations of High-Level Synthesis Codes for High-Performance Computing. 1014-1029 - Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang:
Petrel: Heterogeneity-Aware Distributed Deep Learning Via Hybrid Synchronization. 1030-1043 - Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya:
Thermal Prediction for Efficient Energy Management of Clouds Using Machine Learning. 1044-1056 - Hamza Djigal, Jun Feng, Jiamin Lu, Jidong Ge:
IPPTS: An Efficient Algorithm for Scientific Workflow Scheduling in Heterogeneous Computing Systems. 1057-1071 - Wanyu Lin, Helei Cui, Baochun Li, Cong Wang:
Privacy-Preserving Similarity Search With Efficient Updates in Distributed Key-Value Stores. 1072-1084 - Xiaoyu Qiu, Weikun Zhang, Wuhui Chen, Zibin Zheng:
Distributed and Collective Deep Reinforcement Learning for Computation Offloading: A Practical Perspective. 1085-1101 - Rodrigo Cataldo, Ramon Fernandes, Kevin J. M. Martin, Jarbas Silveira, Gustavo Sanchez, Johanna Sepúlveda, César A. M. Marcon, Jean-Philippe Diguet:
Subutai: Speeding Up Legacy Parallel Applications Through Data Synchronization. 1102-1116 - Myeonggyun Han, Jinsu Park, Woongki Baek:
Design and Implementation of a Criticality- and Heterogeneity-Aware Runtime System for Task-Parallel Applications. 1117-1132 - Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji:
Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing. 1133-1145 - Wenyu Li, Chenglin Feng, Lei Zhang, Hao Xu, Bin Cao, Muhammad Ali Imran:
A Scalable Multi-Layer PBFT Consensus for Blockchain. 1146-1160 - Bang Di, Jianhua Sun, Hao Chen, Dong Li:
Efficient Buffer Overflow Detection on GPU. 1161-1177 - Ana Gainaru, Brice Goglin, Valentin Honoré, Guillaume Pallez:
Profiles of Upcoming HPC Applications and Their Impact on Reservation Strategies. 1178-1190 - Priyanka Ghosh, Sriram Krishnamoorthy, Ananth Kalyanaraman:
PaKman: A Scalable Algorithm for Generating Genomic Contigs on Distributed Memory Machines. 1191-1209 - Bo Li, Qiang He, Feifei Chen, Hai Jin, Yang Xiang, Yun Yang:
Auditing Cache Data Integrity in the Edge Computing Environment. 1210-1223 - Teng Yu, Runxin Zhong, Vladimir Janjic, Pavlos Petoumenos, Jidong Zhai, Hugh Leather, John Thomson:
Collaborative Heterogeneity-Aware OS Scheduler for Asymmetric Multicore Processors. 1224-1237 - Jianzhen Luo, Jun Li, Lei Jiao, Jun Cai:
On the Effective Parallelization and Near-Optimal Deployment of Service Function Chains. 1238-1255 - Li Chen, Yuan Feng, Baochun Li, Bo Li:
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness. 1256-1269
Volume 32, Number 6, June 2021
- Zhaolong Ning, Peiran Dong, Xiaojie Wang, Shupeng Wang, Xiping Hu, Song Guo, Tie Qiu, Bin Hu, Ricky Yu-Kwong Kwok:
Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks. 1277-1292 - Pu Zhang, Huifeng Xue, Shan Gao, Jialong Zhang:
Distributed Adaptive Consensus Tracking Control for Multi-Agent System With Communication Constraints. 1293-1306 - Weihao Cui, Quan Chen, Han Zhao, Mengze Wei, Xiaoxin Tang, Minyi Guo:
E2bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. 1307-1321 - Yang Wang, Xu Jiang, Nan Guan, Zhishan Guo, Xue Liu, Wang Yi:
Partitioning-Based Scheduling of OpenMP Task Systems With Tied Tasks. 1322-1339 - Maria Luisa Merani, Daniele Croce, Ilenia Tinnirello:
Rings for Privacy: An Architecture for Large Scale Privacy-Preserving Data Mining. 1340-1352 - Guoqi Xie, Kehua Yang, Haibo Luo, Renfa Li, Shiyan Hu:
Reliability and Confidentiality Co-Verification for Parallel Applications in Distributed Systems. 1353-1368 - Tianhui Meng, Yubin Zhao, Katinka Wolter, Cheng-Zhong Xu:
On Consortium Blockchain Consistency: A Queueing Network Model Approach. 1369-1382 - Niloofar Moradi, Alireza Shameli-Sendi, Alireza Khajouei:
A Scalable Stateful Approach for Virtual Security Functions Orchestration. 1383-1394 - Uthayanath Suthakar, Luca Magnoni, David Ryan Smith, Akram Khan:
Optimised Lambda Architecture for Monitoring Scientific Infrastructure. 1395-1408 - Engin Kayraklioglu, Erwan Favry, Tarek A. El-Ghazawi:
A Machine-Learning-Based Framework for Productive Locality Exploitation. 1409-1424 - Carlos Galindo, Naoki Nishida, Josep Silva, Salvador Tamarit:
Reversible CSP Computations. 1425-1436 - Hui Sun, Shangshang Dai, Jianzhong Huang, Xiao Qin:
Co-Active: A Workload-Aware Collaborative Cache Management Scheme for NVMe SSDs. 1437-1451 - Afshin Ahmadi, Felice Manganiello, Amin Khademi, Melissa C. Smith:
A Parallel Jacobi-Embedded Gauss-Seidel Method. 1452-1464 - Yen-Lung Chen, Bo-Yi Chang, Chia-Hsiang Yang, Tzi-Dar Chiueh:
A High-Throughput FPGA Accelerator for Short-Read Mapping of the Whole Human Genome. 1465-1478 - Aakash Khochare, Aravindhan Krishnan, Yogesh Simmhan:
A Scalable Platform for Distributed Object Tracking Across a Many-Camera Network. 1479-1493 - Long Cheng, Ying Wang, Qingzhi Liu, Dick H. J. Epema, Cheng Liu, Ying Mao, John Murphy:
Network-Aware Locality Scheduling for Distributed Data Operators in Data Centers. 1494-1510
Volume 32, Number 7, July 2021
- Pavan Balaji, Jidong Zhai, Min Si:
Guest Editorial. 1511-1512 - Muhammad Shayan, Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh:
Biscotti: A Blockchain System for Private and Secure Federated Learning. 1513-1525 - Md. Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao:
Mutual Information Driven Federated Learning. 1526-1538 - Wentai Wu, Ligang He, Weiwei Lin, Rui Mao:
Accelerating Federated Learning Over Reliability-Agnostic Clients in Mobile Edge Computing Systems. 1539-1551 - Tiansheng Huang, Weiwei Lin, Wentai Wu, Ligang He, Keqin Li, Albert Y. Zomaya:
An Efficiency-Boosting Client Selection Scheme for Federated Learning With Fairness Guarantee. 1552-1564