Compute and Storage Clouds Using Wide Area High Performance Networks
Robert L. Grossman, Yunhong Gu, Michael Sabala, Wanzhi Zhang
TL;DR
This paper presents a cloud infrastructure optimized for wide area high-performance networks, supporting data mining applications through a storage cloud (Sector) and a compute cloud (Sphere), with experimental validation.
Contribution
It introduces Sector and Sphere, a novel cloud infrastructure tailored for high-performance wide area networks and data mining tasks.
Findings
Successful implementation of Sector and Sphere
Support for data mining applications in wide area networks
Experimental validation of performance improvements
Abstract
We describe a cloud based infrastructure that we have developed that is optimized for wide area, high performance networks and designed to support data mining applications. The infrastructure consists of a storage cloud called Sector and a compute cloud called Sphere. We describe two applications that we have built using the cloud and some experimental studies.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPeer-to-Peer Network Technologies · Cloud Computing and Resource Management · Advanced Data Storage Technologies