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Publication search results
found 89 matches
- 2022
- Zining Zhang, Bingsheng He, Zhenjie Zhang:
HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks. ICPP 2022: 77:1-77:13 - Christoph Klein, Robert Strzodka:
Highly Parallel Linear Forest Extraction from a Weighted Graph on GPUs. ICPP 2022: 35:1-35:11 - Haoyu Wang, Kevin Zheng, Charles Reiss, Haiying Shen:
NCC: Neighbor-aware Congestion Control based on Reinforcement Learning for Datacenter Networks. ICPP 2022: 62:1-62:10 - Moiz Arif, Kevin Assogba, M. Mustafa Rafique, Sudharshan Vazhkudai:
Exploiting CXL-based Memory for Distributed Deep Learning. ICPP 2022: 19:1-19:11 - Muhammed Fatih Balin, Kaan Sancak, Ümit V. Çatalyürek:
MG-GCN: A Scalable multi-GPU GCN Training Framework. ICPP 2022: 79:1-79:11 - Anne Benoit, Lucas Perotin, Yves Robert, Hongyang Sun:
Online Scheduling of Moldable Task Graphs under Common Speedup Models. ICPP 2022: 51:1-51:11 - Avinash Kumar Chaurasia, Anshuj Garg, Bhaskaran Raman, Uday Kurkure, Hari Sivaraman, Lan Vu, Sairam Veeraswamy:
Simmer: Rate proportional scheduling to reduce packet drops in vGPU based NF chains. ICPP 2022: 44:1-44:11 - Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens:
Atos: A Task-Parallel GPU Scheduler for Graph Analytics. ICPP 2022: 50:1-50:11 - Zhengbo Chen, Qi Yu, Fang Zheng, Feng Guo, Zuoning Chen:
DSSA: Dual-Side Sparse Systolic Array Architecture for Accelerating Convolutional Neural Network Training. ICPP 2022: 17:1-17:10 - Refael Cohen, Ido Hakimi, Assaf Schuster:
SMEGA2: Distributed Asynchronous Deep Neural Network Training With a Single Momentum Buffer. ICPP 2022: 3:1-3:10 - Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Yun Yang:
Energy-efficient Edge Server Management for Edge Computing: A Game-theoretical Approach. ICPP 2022: 69:1-69:11 - Hui Dou, Yilun Wang, Yiwen Zhang, Pengfei Chen:
DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks. ICPP 2022: 67:1-67:11 - Boqian Fu, Fahao Chen, Peng Li, Deze Zeng:
TCB: Accelerating Transformer Inference Services with Request Concatenation. ICPP 2022: 6:1-6:11 - Liming Ge, Zizhao Wang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Bing Bing Zhou, Albert Y. Zomaya:
Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems. ICPP 2022: 70:1-70:13 - Giulia Guidi, Gabriel Raulet, Daniel Rokhsar, Leonid Oliker, Katherine A. Yelick, Aydin Buluç:
Distributed-Memory Parallel Contig Generation for De Novo Long-Read Genome Assembly. ICPP 2022: 82:1-82:11 - Rongxin Han, Dezhi Chen, Song Guo, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao:
Parallel Network Slicing for Multi-SP Services. ICPP 2022: 56:1-56:11 - Md. Maruf Hossain, Erik Saule:
Postmortem Computation of Pagerank on Temporal Graphs. ICPP 2022: 45:1-45:11 - Chuang Hu, Huanghuang Liang, Xiao Ming Han, Boan Liu, Dazhao Cheng, Dan Wang:
Spread: Decentralized Model Aggregation for Scalable Federated Learning. ICPP 2022: 75:1-75:12 - Zhaowu Huang, Fang Dong, Dian Shen, Huitian Wang, Xiaolin Guo, Shucun Fu:
Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge. ICPP 2022: 71:1-71:11 - Shan Huang, Dezun Dong, Lingbin Zeng, Zejia Zhou, Yukun Zhou, Xiangke Liao:
DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers. ICPP 2022: 61:1-61:11 - Jan Hückelheim, Laurent Hascoët:
Automatic Differentiation of Parallel Loops with Formal Methods. ICPP 2022: 13:1-13:11 - Mikhail Isaev, Nic McDonald, Jeffrey Young, Richard W. Vuduc:
ParaGraph: An application-simulator interface and toolkit for hardware-software co-design. ICPP 2022: 63:1-63:13 - Joseph Izraelevitz, Gaukas Wang, Rhett Hanscom, Kayli Silvers, Tamara Silbergleit Lehman, Gregory V. Chockler, Alexey Gotsman:
Acuerdo: Fast Atomic Broadcast over RDMA. ICPP 2022: 59:1-59:11 - Jaehee Jang, Heonseok Ha, Dahuin Jung, Sungroh Yoon:
FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks. ICPP 2022: 76:1-76:10 - Haonan Ji, Huimin Song, Shibo Lu, Zhou Jin, Guangming Tan, Weifeng Liu:
TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs. ICPP 2022: 9:1-9:11 - Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu:
Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. ICPP 2022: 20:1-20:11 - Qingcai Jiang, Jielan Li, Junshi Chen, Xinming Qin, Lingyun Wan, Jinlong Yang, Jie Liu, Wei Hu, Hong An:
Accelerating Parallel First-Principles Excited-State Calculation by Low-Rank Approximation with K-Means Clustering. ICPP 2022: 85:1-85:11 - Lijuan Jiang, Ping Xu, Qianchao Zhu, Xiuhong Li, Shengen Yan, Xingcheng Zhang, Dahua Lin, Wenjing Ma, Zhouyang Li, Jun Liu, Jinming Ma, Minxi Jin, Chao Yang:
EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers. ICPP 2022: 54:1-54:11 - Changdae Kim, Kwangwon Koh, Taehoon Kim, Daegyu Han, Jiwon Seo:
BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers. ICPP 2022: 83:1-83:12 - Haidong Lan, Wenxi Zhu, Du Wu, Qian Qiu, Honglin Zhu, Jingjing Zhao, Xinghui Fu, Liu Wei, Jintao Meng, Minwen Deng:
Efficient Phase-Functioned Real-time Character Control in Mobile Games: A TVM Enabled Approach. ICPP 2022: 15:1-15:9
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