| 2018 | Rethinking Node Allocation Strategy for Data-intensive Applications in Consideration of Spatially Bursty I/O. | Jie Yu, Guangming Liu, Xin Liu, Wenrui Dong, Xiaoyong Li, Yusheng Liu |
| 2018 | Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems. | Yang You, James Demmel, Cho-Jui Hsieh, Richard W. Vuduc |
| 2018 | CELIA: A Device and Architecture Co-Design Framework for STT-MRAM-Based Deep Learning Acceleration. | Hao Yan, Hebin R. Cherian, Ethan C. Ahn, Lide Duan |
| 2018 | ProfDP: A Lightweight Profiler to Guide Data Placement in Heterogeneous Memory Systems. | Shasha Wen, Lucy Cherkasova, Felix Xiaozhu Lin, Xu Liu |
| 2018 | Automated Analysis of Time Series Data to Understand Parallel Program Behaviors. | Lai Wei, John M. Mellor-Crummey |
| 2018 | Bootstrapping Parameter Space Exploration for Fast Tuning. | Jayaraman J. Thiagarajan, Nikhil Jain, Rushil Anirudh, Alfredo Gimnez, Rahul Sridhar, Aniruddha Marathe, Tao Wang, Murali Emani, Abhinav Bhatele, Todd Gamblin |
| 2018 | Optimizing Data Aggregation by Leveraging the Deep Memory Hierarchy on Large-scale Systems. | Franois Tessier, Paul Gressier, Venkatram Vishwanath |
| 2018 | A Case for Granularity Aware Page Migration. | Jee Ho Ryoo, Lizy K. John, Arkaprava Basu |
| 2018 | Phase-Aware Web Browser Power Management on HMP Platforms. | Nadja Peters, Sangyoung Park, Daniel Clifford, S. Kyostila, Ross McIlroy, Benedikt Meurer, Hannes Payer, Samarjit Chakraborty |
| 2018 | High-Performance, Low-Complexity Deadlock Avoidance for Arbitrary Topologies/Routings. | Jose Antonio Pascual, Javier Navaridas |
| 2018 | HALO: A Hierarchical Memory Access Locality Modeling Technique For Memory System Explorations. | Reena Panda, Lizy K. John |
| 2018 | ReGraph: A Graph Processing Framework that Alternately Shrinks and Repartitions the Graph. | Xue Li, Mingxing Zhang, Kang Chen, Yongwei Wu |
| 2018 | Towards Efficient SpMV on Sunway Manycore Architectures. | Changxi Liu, Biwei Xie, Xin Liu, Wei Xue, Hailong Yang, Xu Liu |
| 2018 | Sculptor: Flexible Approximation with Selective Dynamic Loop Perforation. | Shikai Li, Sunghyun Park, Scott A. Mahlke |
| 2018 | cuMBIR: An Efficient Framework for Low-dose X-ray CT Image Reconstruction on GPUs. | Xiuhong Li, Yun Liang, Wentai Zhang, Taide Liu, Haochen Li, Guojie Luo, Ming Jiang |
| 2018 | Warp-Consolidation: A Novel Execution Model for GPUs. | Ang Li, Weifeng Liu, Linnan Wang, Kevin J. Barker, Shuaiwen Leon Song |
| 2018 | ComPEND: Computation Pruning through Early Negative Detection for ReLU in a Deep Neural Network Accelerator. | Dongwoo Lee, Sungbum Kang, Kiyoung Choi |
| 2018 | Directive-Based, High-Level Programming and Optimizations for High-Performance Computing with FPGAs. | Jacob Lambert, Seyong Lee, Jungwon Kim, Jeffrey S. Vetter, Allen D. Malony |
| 2018 | IRIS: I/O Redirection via Integrated Storage. | Anthony Kougkas, Hariharan Devarajan, Xian-He Sun |
| 2018 | Optimizing Tensor Contractions in CCSD(T) for Efficient Execution on GPUs. | Jinsung Kim, Aravind Sukumaran-Rajam, Changwan Hong, Ajay Panyala, Rohit Kumar Srivastava, Sriram Krishnamoorthy, P. Sadayappan |
| 2018 | The Broker Queue: A Fast, Linearizable FIFO Queue for Fine-Granular Work Distribution on the GPU. | Bernhard Kerbl, Michael Kenzel, Joerg H. Mueller, Dieter Schmalstieg, Markus Steinberger |
| 2018 | Analysis-driven Engineering of Comparison-based Sorting Algorithms on GPUs. | Ben Karsin, Volker Weichert, Henri Casanova, John Iacono, Nodari Sitchinava |
| 2018 | A two-phase recovery mechanism. | Zhaoxiang Jin, Soner nder |
| 2018 | Isometry: A Path-Based Distributed Data Transfer System. | Zhihao Jia, Sean Treichler, Galen M. Shipman, Patrick S. McCormick, Alex Aiken |
| 2018 | On Optimizing Distributed Tucker Decomposition for Sparse Tensors. | Venkatesan T. Chakaravarthy, Jee W. Choi, Douglas J. Joseph, Prakash Murali, Shivmaran S. Pandian, Yogish Sabharwal, Dheeraj Sreedhar |