| 2020 | A Parallel and Scalable Framework for Insider Threat Detection. | Abdoulaye Diop, Nahid Emad, Thierry Winter |
| 2020 | Avoiding Communication in Logistic Regression. | Aditya Devarakonda, James Demmel |
| 2020 | Extending SLURM for Dynamic Resource-Aware Adaptive Batch Scheduling. | Mohak Chadha, Jophin John, Michael Gerndt |
| 2020 | 2D Static Resource Allocation for Compressed Linear Algebra and Communication Constraints. | Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vrit |
| 2020 | Nonblocking Persistent Software Transactional Memory. | H. Alan Beadle, Wentao Cai, Haosen Wen, Michael L. Scott |
| 2020 | Role of HPC in next-generation AI. | Animashree Anandkumar |
| 2019 | Exploring Metadata Search Essentials for Scientific Data Management. | Wei Zhang, Suren Byna, Chenxu Niu, Yong Chen |
| 2019 | Bit-Wise and Multi-GPU Implementations of the DNA Recombination Algorithm. | Elnaz Tavakoli Yazdi, Ankur Limaye, Ali Akoglu, Tosiron Adegbija, Adam Buntzman |
| 2019 | Accelerating Data Loading in Deep Neural Network Training. | Chih-Chieh Yang, Guojing Cong |
| 2019 | On Linear Learning with Manycore Processors. | Eliza Wszola, Celestine Mendler-Dnner, Martin Jaggi, Markus Pschel |
| 2019 | Analysis in the Data Path of an Object-Centric Data Management System. | Richard Warren, Jrome Soumagne, Jingqing Mu, Houjun Tang, Suren Byna, Bin Dong, Quincey Koziol |
| 2019 | Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity Pattern on a GPU. | Dharma Teja Vooturi, Kishore Kothapalli |
| 2019 | Memory and Interconnect Optimizations for Peta-Scale Deep Learning Systems. | Swagath Venkataramani, Vijayalakshmi Srinivasan, Jungwook Choi, Philip Heidelberger, Leland Chang, Kailash Gopalakrishnan |
| 2019 | Acceleration of Sparse Vector Autoregressive Modeling Using GPUs. | Shreenivas Bharadwaj Venkataramanan, Rahul Garg, Yogish Sabharwal |
| 2019 | Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications. | Houjun Tang, Suren Byna, Stephen Bailey, Zarija Lukic, Jialin Liu, Quincey Koziol, Bin Dong |
| 2019 | Multi-tier Big Data Introduction. | Vlado Stankovski, Rajkumar Buyya, Shashikant Ilager |
| 2019 | Wireless Water Quality Monitoring and Quality Deterioration Prediction System. | Abhinav S, Sahana Srinivasan, Aishwarya Ganesan, Anala M. R., Mamatha T |
| 2019 | HPC Education for Domain Scientists: An Indian Experience and Perspective. | V. Venkatesh Shenoi, Vaishali Shah, Sandeep K. Joshi |
| 2019 | Invited Talk 3: Reskilling to Match the Needs of Exascale Architectures. | Sharma Sharma |
| 2019 | SCOR-KV: SIMD-Aware Client-Centric and Optimistic RDMA-Based Key-Value Store for Emerging CPU Architectures. | Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. Panda |
| 2019 | User-Level Scheduled Communications for MPI. | Derek Schafer, Sheikh K. Ghafoor, Daniel J. Holmes, Martin Ruefenacht, Anthony Skjellum |
| 2019 | Data Flow Execution Models - A Third Opinion. | Vivek Sarkar |
| 2019 | Online Management of Hybrid DRAM-NVMM Memory for HPC. | Reza Salkhordeh, Andr Brinkmann |
| 2019 | Efficient Parallel Multi-bunch Beam-Beam Simulation in Particle Colliders. | Ioannis Sakiotis, Kamesh Arumugam, Desh Ranjan, Balsa Terzic, Mohammad Zubair |
| 2019 | Architecture-Centric Bottleneck Analysis for Deep Neural Network Applications. | Jihyun Ryoo, Mengran Fan, Xulong Tang, Huaipan Jiang, Meena Arunachalam, Sharada Naveen, Mahmut T. Kandemir |