publications

publications by categories in reversed chronological order.

2025

  1. Multiplexing Dynamic Deep Learning Workloads with SLO-awareness in GPU Clusters
    Wenyan Chen, Chengzhi Lu, Huanle Xu, and 2 more authors
    2025

2024

  1. SC
    SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing
    Chengzhi Lu, Huanle Xu, Yudan Li, and 3 more authors
    2024
  2. CSCWD
    EINS: Edge-Cloud Deep Model Inference with Network-Efficiency Schedule in Serverless
    Shijie Peng, Yanying Lin, Wenyan Chen, and 3 more authors
    2024

2023

  1. SC
    Interference-aware multiplexing for deep learning in gpu clusters: A middleware approach
    Wenyan Chen, Zizhao Mo, Huanle Xu, and 2 more authors
    2023

2021

  1. CLUSTER
    Rptcn: Resource prediction for high-dynamic workloads in clouds based on deep learning
    Wenyan Chen, Chengzhi Lu, Kejiang Ye, and 2 more authors
    2021

2020

  1. HPCC
    HySync: Hybrid federated learning with effective synchronization
    Guomei Shi, Li Li, Jun Wang, and 3 more authors
    2020
  2. HDIS
    Understanding the workload characteristics in alibaba: A view from directed acyclic graph analysis
    Chengzhi Lu, Wenyan Chen, Kejiang Ye, and 1 more author
    2020
  3. Interference analysis of co-located container workloads: a perspective from hardware performance counters
    Wenyan Chen, Kejiang Ye, Chengzhi Lu, and 2 more authors
    2020

2019

  1. HPCC
    Co-locating online workload and offline workload in the cloud: An interference analysis
    Wenyan Chen, Kejiang Ye, and Chengzhong Xu
    2019
  2. ICPADS
    Adgs: Anomaly detection and localization based on graph similarity in container-based clouds
    Chengzhi Lu, Kejiang Ye, Wenyan Chen, and 1 more author
    2019

2018

  1. ICPADS
    How does the workload look like in production cloud? analysis and clustering of workloads on alibaba cluster trace
    Wenyan Chen, Kejiang Ye, Yang Wang, and 2 more authors
    2018