KeSCo: Compiler-based Kernel Scheduling for Multi-task GPU Applications

Related Publication:

It's our honor and pleasure to be cited in your paper. Thank you!

@INPROCEEDINGS{10361015,
  author={Lin, Zejia and Mo, Zewei and Huang, Xuanteng and Zhang, Xianwei and Lu, Yutong},
  booktitle={2023 IEEE 41st International Conference on Computer Design (ICCD)}, 
  title={KeSCo: Compiler-based Kernel Scheduling for Multi-task GPU Applications}, 
  year={2023},
  volume={},
  number={},
  pages={247-254},
  keywords={Concurrent computing;Costs;Processor scheduling;Graphics processing units;Programming;Multitasking;Synchronization;GPU;Compiler;Multi-Task;Kernel Scheduling},
  doi={10.1109/ICCD58817.2023.00046}}

Installation and Enviornment Preparation

• Tested platform

Hardware	Software
Nvidia A100-PCIe-40GB	LLVM 14.0.0
AMD EPYC 7742	Debian 5.10.179
N/A	Nvidia [email protected]
N/A	CUDA 11.4.4

• Pull this resportory into your local

git clone https://github.com/MoZeWei/KeSCo.git

• Prepare following software (In our situation, we use [email protected] to install these software)

Stay Tuned