In order to satisfy graphical and computational requirements of end-users, today cloud providers offer GPU-enabled services. To ease-up conducting experimental studies on GPU-enabled cloud computing environments, we provide an extension to CloudSim simulator. Our extension includes models and provisioning and scheduling policies to enable the modeling and simulation of GPUs in data centers.
If you used the extension, please consider citing the following paper,
Siavashi, A., Momtazpour, M. GPUCloudSim: an extension of CloudSim for modeling and simulation of GPUs in cloud data centers. J Supercomput 75, 2535–2561 (2019).
We are constantly adding new features to the extension. Please consider reporting any issue you find helpful to improve the quality of the work.
- Support for modeling and simulation of large scale GPU-enabled cloud platforms
- Support for modeling and simulation of energy-aware GPU-equipped data centers
- Support for modeling and simulation of multi-video card servers
- Support for modeling and simulation of multi-GPU video cards
- Support for modeling and simulation of GPU-enabled VMs
- Support for simulation of mixed workload and heterogeneous infrastructure
- Support for user-defined GPU scheduling policies
- Support for user-defined GPU provisioning policies
- Support for modeling and simulation of GPU applications
- Support for user-defined GPU application scheduling policies
- Support for modeling and simulation of GPU remoting virtualization technology (Siavashi et al. 2022)
- Support for modeling and simulation of NVIDIA GRID GPU virtualization technology
- Support for modeling and simulation of full and para GPU virtualization technologies
- Support for modeling and simulation of virtualization-incurred performance overhead
- Support for modeling and simulation of interference among co-running GPU applications
This package contains CloudSim 4.0 with the latest version of the GPU extension.
This code is provided as is, and no guarantee is given that this code will preform in the desired way.