DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime

Alberto Parravicini,Arnaud Delamare, Marco Arnaboldi,Marco D. Santambrogio

2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)（2021）

引用 5|浏览6

暂无评分

摘要

GPUs are readily available in cloud computing and personal devices, but their use for data processing acceleration has been slowed down by their limited integration with common programming languages such as Python or Java. Moreover, using GPUs to their full capabilities requires expert knowledge of asynchronous programming. In this work, we present a novel GPU run time scheduler for multi-task GPU...

查看译文

关键词

Java,Distributed processing,Cloud computing,Runtime,Graphics processing units,Programming,Data processing

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要