It virtualizes GPUs in a cloud such that they appear to be locally installed GPUs in a client machine. Its redundant mechanism ensures reliable calculation with ...
For such applications, we propose DS-CUDA (Distributed-shared compute unified device architecture), a middleware to use many GPUs in a cloud environment with ...
DS-CUDA: A Middleware to Use Many GPUs in the Cloud Environment
www.computer.org › csdl › sccompanion
It virtualizes GPUs in a cloud such that they appear to be locally installed GPUs in a client machine. Its redundant mechanism ensures reliable calculation with ...
For such applications, we propose DS-CUDA (Distributed-shared compute unified device architecture), a middleware to use many GPUs in a cloud environment with ...
It virtualizes GPUs in a cloud such that they appear to be locally installed GPUs in a client machine. Its redundant mechanism ensures reliable calculation with ...
By default, rCUDA and DS-CUDA use InfiniBand Verbs and TCP/IP sockets ... cuda: A middleware to use many gpus in the cloud environment. pp. 1207–1214.
Jul 17, 2020 · This paper provides an extensive performance evaluation of remote GPU acceleration in computing clusters using rCUDA, exploring novel aspects ...
Jul 6, 2021 · This enables the execution of a GPU-accelerated applications on two distinct systems, separating the CPU-intensive work from GPU-intensive work.
Mar 2, 2022 · DS-CUDA: A Middleware to. Use Many GPUs in the Cloud Environment. In SC Companion: High Per- formance Computing, Networking Storage and ...
DS-CUDA provides a global view of GPUs at the source-code level. It virtualizes a cluster of. GPU equipped PCs to seem like a single PC with many GPUs. Also, it ...