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@iscas-system Systems Group, Institute of Software, Chinese Academy of Sciences

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    12 repositories

    • SKADI

      Public
      [UnderReview] SKADI: Scheduler based on Operator Features for Concurrent Inference with Unseen DNN Models on GPU
      Python
      •1•0•0•0•Updated May 6, 2024May 6, 2024

    • ETS

      Public
      [HPDC24] ETS: Deep Learning Training Iteration Time Prediction based on Execution Trace Sliding Window
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Apr 25, 2024Apr 25, 2024

    • wukong

      Public
      SOSE19, SERVICES20
      amazon-ec2gcebceazure-vmtencent-cloudaliyun-ecs
      Java
      •
      Apache License 2.0
      •0•3•0•1•Updated Apr 8, 2024Apr 8, 2024

    • Mori

      Public
      [UnderReview] vTensor-based GPU Memory Management for Edge Deep Learning Training
      C++
      •0•1•0•0•Updated Oct 20, 2023Oct 20, 2023

    • SPREAD

      Public
      [UnderReview]SPREAD: Towards Optimal GPU Sharing by Job Spreading for Deep Learning Training Jobs
      Jupyter Notebook
      •0•1•0•0•Updated Oct 20, 2023Oct 20, 2023

    • SPLIT

      Public
      [ICPP 23]SPLIT: QoS-Aware Inference Resource Allocator via Evenly-sized Model Splitting
      PostScript
      •1•0•0•0•Updated Feb 8, 2023Feb 8, 2023

    • Hydra

      Public
      [IEEE Transactions on Computers 23]Hydra: Deadline-aware and Efficiency-oriented Scheduling for Deep Learning Training Jobs on Heterogeneous GPUs
      Go
      •0•4•2•0•Updated Jun 20, 2022Jun 20, 2022

    • EOP

      Public
      VEE 22: Efficient Operator Partition for Deep Learning Inference Over Edge Servers
      Python
      •
      GNU General Public License v3.0
      •4•7•1•0•Updated Jun 10, 2022Jun 10, 2022

    • Falcon

      Public
      SoCC 22: Serving Unseen Deep Learning Models with Near-Optimal Configurations: a Fast Adaptive Search Approach
      Python
      •
      Other
      •1•4•1•0•Updated May 26, 2022May 26, 2022

    • Talos

      Public
      ASAP 21: Talos: A Weighted Speedup-Aware Device Placement of Deep Learning Models
      pytorch
      Python
      •0•4•0•0•Updated May 6, 2022May 6, 2022

    • Vesta

      Public
      ICPP21: Best VM Selection for Big Data Applications across Multiple Frameworks by Transfer Learning
      Python
      •0•4•1•1•Updated Apr 26, 2022Apr 26, 2022

    • Hermes

      Public
      internetware20
      Go
      •
      Apache License 2.0
      •19k•0•0•0•Updated Dec 20, 2019Dec 20, 2019