| 2021 | Prophet: Speeding up Distributed DNN Training with Predictable Communication Scheduling. | Zhenwei Zhang, Qiang Qi, Ruitao Shang, Li Chen, Fei Xu |
| 2021 | Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection. | Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo |
| 2021 | Receiver-Driven Congestion Control for InfiniBand. | Yiran Zhang, Kun Qian, Fengyuan Ren |
| 2021 | FedCav: Contribution-aware Model Aggregation on Distributed Heterogeneous Data in Federated Learning. | Hui Zeng, Tongqing Zhou, Yeting Guo, Zhiping Cai, Fang Liu |
| 2021 | An Edge-Fencing Strategy for Optimizing SSSP Computations on Large-Scale Graphs. | Huashan Yu, Xiaolin Wang, Yingwei Luo |
| 2021 | CERES: Container-Based Elastic Resource Management System for Mixed Workloads. | Jinyu Yu, Dan Feng, Wei Tong, Pengze Lv, Yufei Xiong |
| 2021 | CD-SGD: Distributed Stochastic Gradient Descent with Compression and Delay Compensation. | Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao |
| 2021 | A Universal Construction to implement Concurrent Data Structure for NUMA-muticore. | Zhengming Yi, Yiping Yao, Kai Chen |
| 2021 | NoStop: A Novel Configuration Optimization Scheme for Spark Streaming. | Qianwen Ye, Wuji Liu, Chase Q. Wu |
| 2021 | Hippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training. | Xiangyu Ye, Zhiquan Lai, Shengwei Li, Lei Cai, Ding Sun, Linbo Qiao, Dongsheng Li |
| 2021 | Progressive Memory Adjustment with Performance Guarantee in Virtualized Systems. | Lulu Yao, Yongkun Li, Jiawei Li, Weijie Wu, Yinlong Xu |
| 2021 | Efficient Modeling of Random Sampling-Based LRU. | Junyao Yang, Yuchen Wang, Zhenlin Wang |
| 2021 | Best VM Selection for Big Data Applications across Multiple Frameworks by Transfer Learning. | Yuewen Wu, Heng Wu, Yuanjia Xu, Yi Hu, Wenbo Zhang, Hua Zhong, Tao Huang |
| 2021 | ADA: An Application-Conscious Data Acquirer for Visual Molecular Dynamics. | Hanpei Wu, Tongliang Deng, Yanliang Zou, Shu Yin, Si Chen, Tao Xie |
| 2021 | A Fast, General System for Buffered Persistent Data Structures. | Haosen Wen, Wentao Cai, Mingzhe Du, Louis Jenkins, Benjamin Valpey, Michael L. Scott |
| 2021 | Exploring HW/SW Co-Optimizations for Accelerating Large-scale Texture Identification on Distributed GPUs. | Junsong Wang, Xiaofan Zhang, Yubo Li, Yonghua Lin |
| 2021 | Multi-Agent Reinforcement Learning based Distributed Renewable Energy Matching for Datacenters. | Haoyu Wang, Haiying Shen, Jiechao Gao, Kevin Zheng, Xiaoying Li |
| 2021 | Distributed Game-Theoretical Route Navigation for Vehicular Crowdsensing. | En Wang, Dongming Luan, Yongjian Yang, Zihe Wang, Pengmin Dong, Dawei Li, Wenbin Liu, Jie Wu |
| 2021 | Enabling Efficient SIMD Acceleration for Virtual Radio Access Network. | Jianda Wang, Yang Hu |
| 2021 | Ascetic: Enhancing Cross-Iterations Data Efficiency in Out-of-Memory Graph Processing on GPUs. | Ruiqi Tang, Ziyi Zhao, Kailun Wang, Xiaoli Gong, Jin Zhang, Wenwen Wang, Pen-Chung Yew |
| 2021 | Processor-Aware Cache-Oblivious Algorithms✱. | Yuan Tang, Weiguo Gao |
| 2021 | sRouting: Towards a Better Flow Size Estimation Performance through Routing and Sketch Configuration. | Yang Shi, Mei Wen |
| 2021 | Using Vectorized Execution to Improve SQL Query Performance on Spark. | Yijie Shen, Jin Xiong, Dejun Jiang |
| 2021 | Context-aware Data Operation Strategies in Edge Systems for High Application Performance. | Tanmoy Sen, Haiying Shen |
| 2021 | Paratick: Reducing Timer Overhead in Virtual Machines. | Stijn Schildermans, Kris Aerts, Jianchen Shan, Xiaoning Ding |