国防科技大学学报Issue(6)：110-115,6.DOI:10.11887/j.cn.201506021
分布式流体系结构及其编程模型与资源管理
Programming model and resource management of distributed stream architecture
摘要
Abstract
While providing big data computing services using Internet resources,there remains a big challenge to researchers,including heterogeneity of Internet resources,dynamics of Internet resources and long latency of Internet communication.Current influent distributed computing models still have some shortage.A novel distributed stream computing model was proposed based on the traditional stream computing model,including the distributed stream programming model and resource management can efficiently support multiple parallel execution modes.The prototype system implemented on the 10 CPU-GPU heterogeneous nodes.Seven different benchmarks used in the simulation experiment.The experimental result shows that the distributed stream architecture can achieve the speedup of at least on average over the local serial computing,with significant potential for applications.关键词
流体系结构/大数据/编程模型/分布式计算Key words
stream architecture/big data/programming model/distributed computing分类
信息技术与安全科学引用本文复制引用
李鑫,杨学军,徐新海..分布式流体系结构及其编程模型与资源管理[J].国防科技大学学报,2015,(6):110-115,6.基金项目
国家自然科学基金资助项目 （）
