| 2021 | A Serverless Framework for Distributed Bulk Metadata Extraction. Tyler J. Skluzacek, Ryan Wong, Zhuozhao Li, Ryan Chard, Kyle Chard, Ian T. Foster |
| 2021 | AITurbo: Unified Compute Allocation for Partial Predictable Training in Commodity Clusters. Laiping Zhao, Fangshu Li, Wenyu Qu, Kunlin Zhan, Qingman Zhang |
| 2021 | ARC: An Automated Approach to Resiliency for Lossy Compressed Data via Error Correcting Codes. Dakota Fulp, Alexandra Poulos, Robert Underwood, Jon C. Calhoun |
| 2021 | Achieving Scalable Consensus by Being Less Writey. Michael Davis, Hans Vandierendonck |
| 2021 | Adaptive Configuration of In Situ Lossy Compression for Cosmology Simulations via Fine-Grained Rate-Quality Modeling. Sian Jin, Jesus Pulido, Pascal Grosset, Jiannan Tian, Dingwen Tao, James P. Ahrens |
| 2021 | An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural Networks. Albert Njoroge Kahira, Truong Thao Nguyen, Leonardo Bautista-Gomez, Ryousei Takano, Rosa M. Badia, Mohamed Wahib |
| 2021 | Apollo: : An ML-assisted Real-Time Storage Resource Observer. Neeraj Rajesh, Hariharan Devarajan, Jaime Cernuda Garcia, Keith Bateman, Luke Logan, Jie Ye, Anthony Kougkas, Xian-He Sun |
| 2021 | Cache-aware Sparse Patterns for the Factorized Sparse Approximate Inverse Preconditioner. Sergi Laut, Ricard Borrell, Marc Casas |
| 2021 | CharminG: A Scalable GPU-resident Runtime System. Jaemin Choi, David F. Richards, Laxmikant V. Kalé |
| 2021 | Computing Challenges for High Energy Physics. Maria Girone |
| 2021 | DLion: Decentralized Distributed Deep Learning in Micro-Clouds. Rankyung Hong, Abhishek Chandra |
| 2021 | DRLPart: A Deep Reinforcement Learning Framework for Optimally Efficient and Robust Resource Partitioning on Commodity Servers. Ruobing Chen, Jinping Wu, Haosen Shi, Yusen Li, Xiaoguang Liu, Gang Wang |
| 2021 | DStore: A Fast, Tailless, and Quiescent-Free Object Store for PMEM. Shashank Gugnani, Xiaoyi Lu |
| 2021 | File System Semantics Requirements of HPC Applications. Chen Wang, Kathryn M. Mohror, Marc Snir |
| 2021 | HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, Virtual Event, Sweden, June 21-25, 2021. Erwin Laure, Stefano Markidis, Ana Lucia Verbanescu, Jay F. Lofstead |
| 2021 | Hardware Specialization for Distributed Computing. Gustavo Alonso |
| 2021 | Jigsaw: A High-Utilization, Interference-Free Job Scheduler for Fat-Tree Clusters. Staci A. Smith, David K. Lowenthal |
| 2021 | LaSS: Running Latency Sensitive Serverless Computations at the Edge. Bin Wang, Ahmed Ali-Eldin, Prashant J. Shenoy |
| 2021 | MPI-CorrBench: Towards an MPI Correctness Benchmark Suite. Jan-Patrick Lehr, Tim Jammer, Christian H. Bischof |
| 2021 | Machine Learning Augmented Hybrid Memory Management. Thaleia Dimitra Doudali, Ada Gavrilovska |
| 2021 | Parallel Program Scaling Analysis using Hardware Counters. Shobhit Jagga, Preeti Malakar |
| 2021 | Productive Programming of Distributed Systems with the SHAD C++ Library. Vito Giovanni Castellana, Marco Minutoli |
| 2021 | Q-adaptive: A Multi-Agent Reinforcement Learning Based Routing on Dragonfly Network. Yao Kang, Xin Wang, Zhiling Lan |
| 2021 | Scalable All-pairs Shortest Paths for Huge Graphs on Multi-GPU Clusters. Piyush Sao, Hao Lu, Ramakrishnan Kannan, Vijay Thakkar, Richard W. Vuduc, Thomas E. Potok |
| 2021 | SnuRHAC: A Runtime for Heterogeneous Accelerator Clusters with CUDA Unified Memory. Jaehoon Jung, Daeyoung Park, Gangwon Jo, Jungho Park, Jaejin Lee |
| 2021 | Superscalar Programming Models: A Perspective from Barcelona. Rosa M. Badia |
| 2021 | TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes. Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu |
| 2021 | Towards Exploiting CPU Elasticity via Efficient Thread Oversubscription. Hang Huang, Jia Rao, Song Wu, Hai Jin, Hong Jiang, Hao Che, Xiaofeng Wu |
| 2021 | Using Pilot Jobs and CernVM File System for Simplified Use of Containers and Software Distribution. Namratha Urs, Marco Mambelli, Dave Dykstra |