ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs
Zhai, Yujia, Jiang, Chengquan, Wang, Leyuan, Jia, Xiaoying, Zhang, Shang, Chen, Zizhong, Liu, Xin, Zhu, Yibo
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Lossy Scientific Data Compression With SPERR
Li, Shaomeng, Lindstrom, Peter, Clyne, John
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
An Efficient 2D Method for Training Super-Large Deep Learning Models
Xu, Qifan, You, Yang
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
rFaaS: Enabling High Performance Serverless with RDMA and Leases
Copik, Marcin, Taranov, Konstantin, Calotoiu, Alexandru, Hoefler, Torsten
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
QoS-Aware and Cost-Efficient Dynamic Resource Allocation for Serverless ML Workflows
Wu, Hao, Deng, Junxiao, Fan, Hao, Ibrahim, Shadi, Wu, Song, Jin, Hai
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Memory-aware Optimization for Sequences of Sparse Matrix-Vector Multiplications
Zhang, Yichen, Li, Shengguo, Yuan, Fan, Dong, Dezun, Yang, Xiaojian, Li, Tiejun, Wang, Zheng
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
qTask: Task-parallel Quantum Circuit Simulation with Incrementality
Huang, Tsung-Wei
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
A Machine Learning Approach Towards Runtime Optimisation of Matrix Multiplication
Xia, Yufan, De La Pierre, Marco, Barnard, Amanda S., Barca, Giuseppe Maria Junior
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
A Novel Framework for Efficient Offloading of Communication Operations to Bluefield SmartNICs
Suresh, Kaushik Kandadi, Michalowicz, Benjamin, Ramesh, Bharath, Contini, Nick, Yao, Jinghan, Xu, Shulei, Shafi, Aamir, Subramoni, Hari, Panda, Dhabaleswar
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
UnifyFS: A User-level Shared File System for Unified Access to Distributed Local Storage
Brim, Michael J., Moody, Adam T., Lim, Seung-Hwan, Miller, Ross, Boehm, Swen, Stanavige, Cameron, Mohror, Kathryn M., Oral, Sarp
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
DAOS as HPC Storage: a View From Numerical Weather Prediction
Manubens, Nicolau, Quintino, Tiago, Smart, Simon D., Danovaro, Emanuele, Jackson, Adrian
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism
Zhang, Zheng, Yang, Donglin, Xia, Yaqi, Ding, Liang, Tao, Dacheng, Zhou, Xiaobo, Cheng, Dazhao
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Smart Redbelly Blockchain: Reducing Congestion for Web3
Tennakoon, Deepal, Hua, Yiding, Gramoli, Vincent
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Drill: Log-based Anomaly Detection for Large-scale Storage Systems Using Source Code Analysis
Zhang, Di, Egersdoerfer, Chris, Mahmud, Tabassum, Zheng, Mai, Dai, Dong
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Signal Detection for Large MIMO Systems Using Sphere Decoding on FPGAs
Hassan, Mohamed W., Dabah, Adel, Ltaief, Hatem, Fahmy, Suhaib A.
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Accelerating Distributed Deep Learning Training with Compression Assisted Allgather and Reduce-Scatter Communication
Zhou, Qinghua, Anthony, Quentin, Xu, Lang, Shafi, Aamir, Abduljabbar, Mustafa, Subramoni, Hari, Panda, Dhabaleswar K. DK
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs
Vatsavai, Sairam Sri, Karempudi, Venkata Sai Praneeth, Thakkar, Ishan, Salehi, Ahmad, Hastings, Todd
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets
Jang, Junhyeok, Kwon, Miryeong, Gouk, Donghyun, Bae, Hanyeoreum, Jung, Myoungsoo
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Harnessing the Crowd for Autotuning High-Performance Computing Applications
Cho, Younghyun, Demmel, James W., King, Jacob, Li, Xiaoye S., Liu, Yang, Luo, Hengrui
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding