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High Performance MPI over the Slingshot Interconnect

Journal of computer science and technology, 2023-02, Vol.38 (1), p.128-145

2023

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The MVAPICH project: Transforming research into high-performance MPI library for HPC community

Journal of computational science, 2021-05, Vol.52, p.101208, Article 101208

2021

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A Scalable InfiniBand Network Topology-Aware Performance Analysis Tool for MPI

Euro-Par 2012: Parallel Processing Workshops, p.439-450

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Optimizing Distributed DNN Training Using CPUs and BlueField-2 DPUs

IEEE MICRO, 2022-03, Vol.42 (2), p.53-60

2022

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Accelerating communication with multi‐HCA aware collectives in MPI

Concurrency and computation, 2024-01, Vol.36 (1), p.n/a

2024

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Network Assisted Non-Contiguous Transfers for GPU-Aware MPI Libraries

IEEE MICRO, 2023-01, p.1-8

2023

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EReinit: Scalable and efficient fault‐tolerance for bulk‐synchronous MPI applications

Concurrency and computation, 2020-02, Vol.32 (3), p.n/a

2020

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Contention-Aware Kernel-Assisted MPI Collectives for Multi-/Many-Core Systems

2017 IEEE International Conference on Cluster Computing (CLUSTER), 2017, p.13-24

2017

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FALCON-X: Zero-copy MPI derived datatype processing on modern CPU and GPU architectures

Journal of parallel and distributed computing, 2020-10, Vol.144, p.1-13

2020

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Optimized large-message broadcast for deep learning workloads: MPI, MPI+NCCL, or NCCL2?

Parallel computing, 2019-07, Vol.85, p.141-152

2019

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Exploiting Hardware Multicast and GPUDirect RDMA for Efficient Broadcast

IEEE transactions on parallel and distributed systems, 2019-03, Vol.30 (3), p.575-588

2019

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Network-Assisted Noncontiguous Transfers for GPU-Aware MPI Libraries

IEEE MICRO, 2023-03, Vol.43 (2), p.131-139

2023

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ER einit : Scalable and efficient fault‐tolerance for bulk‐synchronous MPI applications

Concurrency and computation, 2020-02, Vol.32 (3)

2020

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AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters

2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC), 2022, p.32-41

2022

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DistMILE: A Distributed Multi-Level Framework for Scalable Graph Embedding

2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC), 2021, p.282-291

2021

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Spark Meets MPI: Towards High-Performance Communication Framework for Spark using MPI

2022 IEEE International Conference on Cluster Computing (CLUSTER), 2022, p.71-81

2022

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Communication Profiling and Characterization of Deep-Learning Workloads on Clusters With High-Performance Interconnects

IEEE MICRO, 2020-01, Vol.40 (1), p.35-43

2020

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Designing Hierarchical Multi-HCA Aware Allgather in MPI

Workshop Proceedings of the 51st International Conference on Parallel Processing, 2022, p.1-10

2022

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Networking and communication challenges for post-exascale systems

Frontiers of information technology & electronic engineering, 2018-10, Vol.19 (10), p.1230-1235

2018

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Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters

High Performance Computing, p.109-130

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Designing Dynamic and Adaptive MPI Point-to-Point Communication Protocols for Efficient Overlap of Computation and Communication

High Performance Computing, p.334-354

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Efficient design for MPI asynchronous progress without dedicated resources

Parallel computing, 2019-07, Vol.85, p.13-26

2019

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SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives

2018 IEEE International Conference on Cluster Computing (CLUSTER), 2018, p.12-23

2018

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Large-Message Nonblocking MPIIallgather and MPI Ibcast Offload via BlueField-2 DPU

2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC), 2021, p.388-393

2021

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OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training

2018 IEEE 25th International Conference on High Performance Computing (HiPC), 2018, p.143-152

2018

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High Performance MPI over the Slingshot Interconnect

The MVAPICH project: Transforming research into high-performance MPI library for HPC community

A Scalable InfiniBand Network Topology-Aware Performance Analysis Tool for MPI

Optimizing Distributed DNN Training Using CPUs and BlueField-2 DPUs

Accelerating communication with multi‐HCA aware collectives in MPI

Network Assisted Non-Contiguous Transfers for GPU-Aware MPI Libraries

EReinit: Scalable and efficient fault‐tolerance for bulk‐synchronous MPI applications

Contention-Aware Kernel-Assisted MPI Collectives for Multi-/Many-Core Systems

FALCON-X: Zero-copy MPI derived datatype processing on modern CPU and GPU architectures

Optimized large-message broadcast for deep learning workloads: MPI, MPI+NCCL, or NCCL2?

Exploiting Hardware Multicast and GPUDirect RDMA for Efficient Broadcast

Network-Assisted Noncontiguous Transfers for GPU-Aware MPI Libraries

ER einit : Scalable and efficient fault‐tolerance for bulk‐synchronous MPI applications

AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters

DistMILE: A Distributed Multi-Level Framework for Scalable Graph Embedding

Spark Meets MPI: Towards High-Performance Communication Framework for Spark using MPI

Communication Profiling and Characterization of Deep-Learning Workloads on Clusters With High-Performance Interconnects

Designing Hierarchical Multi-HCA Aware Allgather in MPI

Networking and communication challenges for post-exascale systems

Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters

Designing Dynamic and Adaptive MPI Point-to-Point Communication Protocols for Efficient Overlap of Computation and Communication

Efficient design for MPI asynchronous progress without dedicated resources

SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives

Large-Message Nonblocking MPIIallgather and MPI Ibcast Offload via BlueField-2 DPU

OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training

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