Popular repositories Loading

1. igniter igniter Public

   iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.

   Python 37 7

2. lambdadnn lambdadnn Public

   λDNN is a cost-efficient function resource provisioning framework to minimize the monetary cost and guarantee the performance for DDNN training workloads in serverless platforms.

   Python 22 4

3. Tetris Tetris Public

   Tetris, a model predictive control (MPC)-based container scheduling strategy to judiciously make migration decisions for long-running containerized workloads. Tetris can achieve the long-term optim…

   Python 20 4

4. Opara Opara Public

   Opara is a lightweight and resource-aware DNN Operator parallel scheduling framework to accelerate the execution of DNN inference on GPUs.

   Python 18 2

5. Prophet Prophet Public

   Prophet is a predictable communication scheduling strategy to schedule the gradient transfer in an adequate order, with the aim of maximizing the GPU and network resource utilization.

   Python 15 1

6. spotDNN spotDNN Public

   spotDNN is a heterogeneity-aware spot instance provisioning framework to provide predictable performance for DDNN training workloads in the cloud.

   Python 15 2