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Xin Ai

3 papers hereh-index 334 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.NI1
same name
  • Xin Ai — 6 papers, h 5
  • Xin Ai — 4 papers, h 2
  • Xin Ai — 1 paper, h 1
  • Xin Ai — 1 paper, h 2
  • Xin Ai — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedBoosting Distributed Machine Learning Training Through Loss-tolerant Transmission Protocol

12 citations · 12 across the 3 of their papers we have counts for

collaborators

3 papers

cs.NI2026

Escape from Callback Hell! A New Programming Paradigm for Network Simulation

Yuanyi Zhu, Zijian Li, Xin Ai +3

Network simulation plays a crucial role in both networking research and industry. Existing commonly-used Discrete Event Simulations (DES) are based on callback mechanisms for discr…

cs.DC2023★ 12 cited

Boosting Distributed Machine Learning Training Through Loss-tolerant Transmission Protocol

Zixuan Chen, Lei Shi, Xuandong Liu +3

Distributed Machine Learning (DML) systems are utilized to enhance the speed of model training in data centers (DCs) and edge nodes. The Parameter Server (PS) communication archite…

cs.DC2022

HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management

Qiange Wang, Xin Ai, Yanfeng Zhang +2

Processing large graphs with memory-limited GPU needs to resolve issues of host-GPU data transfer, which is a key performance bottleneck. Existing GPU-accelerated graph processing…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.