| 2022 | Adaptive and Efficient GPU Time Sharing for Hyperparameter Tuning in Cloud. | Liu Liu, Jian Yu, Zhijun Ding |
| 2022 | Online Resource Optimization for Elastic Stream Processing with Regret Guarantee. | Yang Liu, Huanle Xu, Wing Cheong Lau |
| 2022 | NNLQP: A Multi-Platform Neural Network Latency Query and Prediction System with An Evolving Database. | Liang Liu, Mingzhu Shen, Ruihao Gong, Fengwei Yu, Hailong Yang |
| 2022 | Lobster: Load Balance-Aware I/O for Distributed DNN Training. | Jie Liu, Bogdan Nicolae, Dong Li |
| 2022 | A Data-aware Learned Index Scheme for Efficient Writes. | Li Liu, Chunhua Li, Zhou Zhang, Yuhan Liu, Ke Zhou, Ji Zhang |
| 2022 | Regularizing Sparse and Imbalanced Communications for Voxel-based Brain Simulations on Supercomputers. | Yuhao Liu, Xin Du, Zhihui Lu, Qiang Duan, Jianfeng Feng, Minglong Wang, Jie Wu |
| 2022 | BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks. | Yuan Liu, Wenxin Li, Wenyu Qu, Heng Qi |
| 2022 | Towards Fast Large-scale Graph Analysis via Two-dimensional Balanced Partitioning. | Shuai Lin, Rui Wang, Yongkun Li, Yinlong Xu, John C. S. Lui, Fei Chen, Pengcheng Wang, Lei Han |
| 2022 | DRAM Cache Management with Request Granularity for NAND-based SSDs. | Haodong Lin, Zhibing Sha, Jun Li, Zhigang Cai, Balazs Gerofi, Yuanquan Shi, Jianwei Liao |
| 2022 | From RTL to CUDA: A GPU Acceleration Flow for RTL Simulation with Batch Stimulus. | Dian-Lun Lin, Haoxing Ren, Yanqing Zhang, Brucek Khailany, Tsung-Wei Huang |
| 2022 | EmbRace: Accelerating Sparse Communication for Distributed Training of Deep Neural Networks. | Shengwei Li, Zhiquan Lai, Dongsheng Li, Yiming Zhang, Xiangyu Ye, Yabo Duan |
| 2022 | FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity. | Guanghao Li, Yue Hu, Miao Zhang, Ji Liu, Quanjun Yin, Yong Peng, Dejing Dou |
| 2022 | HSP: Hybrid Synchronous Parallelism for Fast Distributed Deep Learning. | Yijun Li, Jiawei Huang, Zhaoyi Li, Shengwen Zhou, Wanchun Jiang, Jianxin Wang |
| 2022 | A Dynamic and Recoverable BMT Scheme for Secure Non-Volatile Memory. | Mengya Lei, Fang Wang, Dan Feng, Xiaoyu Shuai, Yuchao Cao |
| 2022 | Efficient Phase-Functioned Real-time Character Control in Mobile Games: A TVM Enabled Approach. | Haidong Lan, Wenxi Zhu, Du Wu, Qian Qiu, Honglin Zhu, Jingjing Zhao, Xinghui Fu, Liu Wei, Jintao Meng, Minwen Deng |
| 2022 | BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers. | Changdae Kim, Kwangwon Koh, Taehoon Kim, Daegyu Han, Jiwon Seo |
| 2022 | TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs. | Haonan Ji, Huimin Song, Shibo Lu, Zhou Jin, Guangming Tan, Weifeng Liu |
| 2022 | EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers. | Lijuan Jiang, Ping Xu, Qianchao Zhu, Xiuhong Li, Shengen Yan, Xingcheng Zhang, Dahua Lin, Wenjing Ma, Zhouyang Li, Jun Liu, Jinming Ma, Minxi Jin, Chao Yang |
| 2022 | Accelerating Parallel First-Principles Excited-State Calculation by Low-Rank Approximation with K-Means Clustering. | Qingcai Jiang, Jielan Li, Junshi Chen, Xinming Qin, Lingyun Wan, Jinlong Yang, Jie Liu, Wei Hu, Hong An |
| 2022 | Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. | Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu |
| 2022 | FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks. | Jaehee Jang, Heonseok Ha, Dahuin Jung, Sungroh Yoon |
| 2022 | Acuerdo: Fast Atomic Broadcast over RDMA. | Joseph Izraelevitz, Gaukas Wang, Rhett Hanscom, Kayli Silvers, Tamara Silbergleit Lehman, Gregory V. Chockler, Alexey Gotsman |
| 2022 | ParaGraph: An application-simulator interface and toolkit for hardware-software co-design. | Mikhail Isaev, Nic McDonald, Jeffrey Young, Richard W. Vuduc |
| 2022 | Spread: Decentralized Model Aggregation for Scalable Federated Learning. | Chuang Hu, Huanghuang Liang, Xiao Ming Han, Boan Liu, Dazhao Cheng, Dan Wang |
| 2022 | Automatic Differentiation of Parallel Loops with Formal Methods. | Jan Hckelheim, Laurent Hascot |