conftrace_

collective communication

10 papers

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Co-occurring keywords

distributed training (188) bandwidth optimization (16) gpu communication (2) large language model (13587) data parallel training (2) communication efficiency (297) rdma transport (2) latency optimization (119) distributed system (96) cloud computing (59)

Papers

Efficient Direct-Connect Topologies for Collective Communications NSDI 2025
Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025
AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training NSDI 2025
ACCL+: an FPGA-Based Collective Engine for Distributed Applications OSDI 2024
Swing: Short-cutting Rings for Higher Bandwidth Allreduce NSDI 2024
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models NIPS 2024
ARK: GPU-driven Code Execution for Distributed Deep Learning NSDI 2023
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches NSDI 2023
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks NSDI 2022