NAIC

Publications

2024

Achref Rebai, Mubarak Adetunji Ojewale, Anees Ullah, Marco Canini, Suhaib A. Fahmy
SqueezeNIC: Low-Latency In-NIC Compression for Distributed Deep Learning. NAIC (2024)
Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
Feasibility of State Space Models for Network Traffic Generation. NAIC (2024)
Peirui Cao, Wenxue Cheng, Shizhen Zhao, Yongqiang Xiong
Network Load Balancing with Parallel Flowlets for AI Training Clusters. NAIC (2024)
Banruo Liu, Mubarak Adetunji Ojewale, Yuhan Ding, Marco Canini
Proof-of-Concept of a Flexible and High-Fidelity Approach to Distributed DNN Training Emulation. NAIC (2024)
Seongyeon Yoon, Heewon Kim, Hyeonjae Jeong, Chanbin Bae, Haeun Kim, Sangheon Pack
Multi-task Aware Resource Efficient Traffic Classification via in-Network Inference. NAIC (2024)
Kuo Guo, Jia Chen, Qi Xu, Fei Song, Xu Huang, Shang Liu, Dongsheng Qian, Jun Zhu, Ruyun Zhang, Keping Long
CollaSFC: An Intelligent Collaborative Approach for In-network SFC Failure Detection in Data Center for AI Computing. NAIC (2024)
Xinghai Wei, Tingting Yuan, Jie Yuan, Xiaoming Fu
Learning to Communicate Strategically for Efficient Collective Intelligence. NAIC (2024)
Peng Xun, Tao Li, Yulei Yuan, Hui Yang, Cunlu Li
Xraytest: An X-ray Test system for finding faults of RDMA-NIC Design and Implementation. NAIC (2024)
Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, NAIC 2024, Sydney, NSW, Australia, August 4-8, 2024 NAIC (2024)
Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang
Eloquent: A More Robust Transmission Scheme for LLM Token Streaming. NAIC (2024)
Tongzhou Gu, Jiawei Fei, Marco Canini
OmNICCL: Zero-cost Sparse AllReduce with Direct Cache Access and SmartNICs. NAIC (2024)
Haoyu Song
In-Network AllReduce Optimization with Virtual Aggregation Trees. NAIC (2024)
Baojia Li, Xiaoliang Wang, Jingzhu Wang, Yifan Liu, Yuanyuan Gong, Hao Lu, Weizhen Dang, Weifeng Zhang, Xiaojie Huang, Mingzhuo Chen, Jie Chen, Chunzhi He, Yadong Liu, Xiaoyuan Hu, Chen Liu, Xuefeng Ji, Yinben Xia, Xiang Li, Zekun He, Yachen Wang, Xianneng Zou
TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters. NAIC (2024)
Lukasz Tulczyjew, Ihor Biruk, Murat Bilgic, Charles Abondo, Nathanael Weill
PCAPVision: PCAP-Based High-Velocity and Large-Volume Network Failure Detection. NAIC (2024)