| 2021 | PSSM: achieving secure memory for GPUs with partitioned and sectored security metadata. | Shougang Yuan, Yan Solihin, Huiyang Zhou |
| 2021 | AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator. | Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun |
| 2021 | MD-HM: memoization-based molecular dynamics simulations on big memory system. | Zhen Xie, Wenqian Dong, Jie Liu, Ivy Bo Peng, Yanbao Ma, Dong Li |
| 2021 | Does it matter?: OMPSanitizer: an impact analyzer of reported data races in OpenMP programs. | Wenwen Wang, Pei-Hung Lin |
| 2021 | ThundeRiNG: generating multiple independent random number sequences on FPGAs. | Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong |
| 2021 | DSGEN: concolic testing GPU implementations of concurrent dynamic data structures. | Xiaofan Sun, Rajiv Gupta |
| 2021 | Distributed-memory parallel algorithms for sparse times tall-skinny-dense matrix multiplication. | Oguz Selvitopi, Benjamin Brock, Israt Nisa, Alok Tripathy, Katherine A. Yelick, Aydin Bulu |
| 2021 | Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy. | Jie Ren, Jiaolin Luo, Ivy Bo Peng, Kai Wu, Dong Li |
| 2021 | FULL-W2V: fully exploiting data reuse for W2V on GPU-accelerated systems. | Thomas Randall, Tyler N. Allen, Rong Ge |
| 2021 | SumMerge: an efficient algorithm and implementation for weight repetition-aware DNN inference. | Rohan Baskar Prabhakar, Sachit Kuhar, Rohit Agrawal, Christopher J. Hughes, Christopher W. Fletcher |
| 2021 | A systematic approach to improving data locality across Fourier transforms and linear algebra operations. | Doru-Thom Popovici, Andrew Canning, Zhengji Zhao, Lin-Wang Wang, John Shalf |
| 2021 | Delay sensitivity-driven congestion mitigation for HPC systems. | Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer |
| 2021 | Accelerating DNNs inference with predictive layer fusion. | MohammadHossein Olyaiy, Christopher Ng, Mieszko Lis |
| 2021 | Inter-loop optimization in RAJA using loop chains. | Brandon Neth, Thomas R. W. Scogland, Bronis R. de Supinski, Michelle Mills Strout |
| 2021 | A practical tile size selection model for affine loop nests. | Kumudha Narasimhan, Aravind Acharya, Abhinav Baid, Uday Bondhugula |
| 2021 | μSteal: a theory-backed framework for preemptive work and resource stealing in mixed-criticality microservices. | Amirhossein Mirhosseini, Thomas F. Wenisch |
| 2021 | Athena: high-performance sparse tensor contraction sequence on heterogeneous memory. | Jiawen Liu, Dong Li, Roberto Gioiosa, Jiajia Li |
| 2021 | Power and energy efficient routing for Mach-Zehnder interferometer based photonic switches. | Markos Kynigos, Jose Antonio Pascual, Javier Navaridas, John Goodacre, Mikel Lujn |
| 2021 | Distributed merge forest: a new fast and scalable approach for topological analysis at scale. | Xuan Huang, Pavol Klacansky, Steve Petruzza, Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci |
| 2021 | Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators. | Xin He, Jiawen Liu, Zhen Xie, Hao Chen, Guoyang Chen, Weifeng Zhang, Dong Li |
| 2021 | ALTO: adaptive linearized storage of sparse tensors. | Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi |
| 2021 | An optimized tensor completion library for multiple GPUs. | Ming Dun, Yunchun Li, Hailong Yang, Qingxiao Sun, Zhongzhi Luan, Depei Qian |
| 2021 | Partitioning sparse deep neural networks for scalable training and inference. | Gunduz Vehbi Demirci, Hakan Ferhatosmanoglu |
| 2021 | Performance portable back-projection algorithms on CPUs: agnostic data locality and vectorization optimizations. | Peng Chen, Mohamed Wahib, Xiao Wang, Shin'ichiro Takizawa, Takahiro Hirofuchi, Hirotaka Ogawa, Satoshi Matsuoka |
| 2021 | On the automatic parallelization of subscripted subscript patterns using array property analysis. | Akshay Bhosale, Rudolf Eigenmann |