| 2024 | OP-PIC - an Unstructured-Mesh Particle-in-Cell DSL for Developing Nuclear Fusion Simulations. | Zaman Lantra, Steven A. Wright, Gihan R. Mudalige |
| 2024 | BrickDL: Graph-Level Optimizations for DNNs with Fine-Grained Data Blocking on GPUs. | Mahesh Lakshminarasimhan, Mary W. Hall, Samuel Williams, Oscar Antepara |
| 2024 | Parallel Iterative Mistake Minimization (IMM) clustering algorithm for shared-memory systems. | Wojciech Kwedlo |
| 2024 | Mapping Large Memory-constrained Workflows onto Heterogeneous Platforms✱. | Svetlana Kulagina, Henning Meyerhenke, Anne Benoit |
| 2024 | High-Performance, Accurate Large-Scale Quantum Chemistry Calculations on GPU Supercomputers using Coulomb-Perturbed Fragmentation. | Fazeleh S. Kazemian, Jorge L. Galvez Vallejo, Giuseppe M. J. Barca |
| 2024 | Extending Segment Tree for Polygon Clipping and Parallelizing using OpenMP and OpenACC Directives. | Buddhi Ashan Mallika Kankanamalage, Satish Puri, Sushil K. Prasad |
| 2024 | Diminishing cold starts in serverless computing with approximation algorithms. | Tomasz Kanas, Krzysztof Rzadca |
| 2024 | Optimizing a Super-Fast Eigensolver for Hierarchically Semiseparable Matrices. | Abhishek V. N. Taraka Josyula, Pritesh Verma, Amar Gaonkar, Amlan Barua, Nikhil Hegde |
| 2024 | PASCI : A Scalable Framework for Heterogeneous Parallel Calculation of Dynamical Electron Correlation. | Runfeng Jin, Wenhao Liang, Haoyuan Zhang, Yinxuan Song, Zhen Luo, Haibo Ma, Yingjin Ma, Zhong Jin |
| 2024 | GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training. | Qisheng Jiang, Lei Jia, Chundong Wang |
| 2024 | FlatDD: A High-Performance Quantum Circuit Simulator using Decision Diagram and Flat Array. | Shui Jiang, Rongliang Fu, Lukas Burgholzer, Robert Wille, Tsung-Yi Ho, Tsung-Wei Huang |
| 2024 | Evaluating and optimising compiler code generation for NVIDIA Grace. | Ricardo Jesus, Michle Weiland |
| 2024 | VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing. | Jaebeom Jeon, Minseong Gil, Junsu Kim, Jaeyong Park, Gunjae Koo, Myung Kuk Yoon, Yunho Oh |
| 2024 | CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU. | Shinnung Jeong, Sungjun Cho, Yongwoo Lee, Hyunjun Park, Seonyeong Heo, Gwangsun Kim, Youngsok Kim, Hanjun Kim |
| 2024 | FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. | Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng |
| 2024 | HMT: A Hybrid Mitigating and Transferring Approach on I/O Throughput Degradation for Erasure Coded Storage Systems. | Piao Hu, Huangzhen Xue, Chentao Wu, Jie Li, Minyi Guo |
| 2024 | AutoPipe: Automatic Configuration of Pipeline Parallelism in Shared GPU Cluster. | Jinbin Hu, Ying Liu, Hao Wang, Jin Wang |
| 2024 | BoostN: Optimizing Imbalanced Neighborhood Communication on Homogeneous Many-Core System. | Haopeng Huang, Yuyang Jin, Wei Xue |
| 2024 | SaSpGEMM: Sorting-Avoiding Sparse General Matrix-Matrix Multiplication on Multi-Core Processors. | Chuhe Hong, Qinglin Wang, Runzhang Mao, Yuechao Liang, Rui Xia, Jie Liu |
| 2024 | HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning. | Jiangshan Hao, Fang Dong, Bingheng Cen, Shucun Fu, Ruiting Zhou, Ding Ding |
| 2024 | Co-Design of Convolutional Algorithms and Long Vector RISC-V Processors for Efficient CNN Model Serving. | Sonia Rani Gupta, Nikela Papadopoulou, Jing Chen, Miquel Perics |
| 2024 | CAMLB-SpMV: An Efficient Cache-Aware Memory Load-Balancing SpMV on CPU. | Jihu Guo, Rui Xia, Jie Liu, Xiaoxiong Zhu, Xiang Zhang |
| 2024 | NetSmith: An Optimization Framework for Machine-Discovered Network Topologies. | Conor James Green, Mithuna Thottethodi |
| 2024 | TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. | Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu |
| 2024 | Large-scale Phase-Field Simulations for Solid-Solid Phase Transformations involving Elastic Energy. | Yaqian Gao, Jian Zhang, Huang Ye, Xuebin Chi |