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A Survey on Improving Network Architecture of Data-intensive System
PhD Qualifying Examination Title: "A Survey on Improving Network Architecture of Data-intensive System" Miss Ang LI Abstract: Today's data-intensive system may contain tens of thousands of computers with significant aggregate bandwidth requirement. The network architecture typically is a hierarchy of routers and switches. Moreover, the routers and switches needed are increasingly specialized and expensive when moving up the network hierarchy. However, even though deploying the expensive highest-end switches/routers, the resulting network may only support half of the aggregate bandwidth available at the edge of the network. Based on this situation, how to deliver more performance at less cost when building large-scale clusters becomes an active research area. This survey presents existing work on this topic. First, we introduce specialized hardware and protocols for building communication fabric for large-scale clusters which is commonly leveraged by industrial community. Second, we present a more compatible scheme to address this issue by interconnections based on commodity switches, such as fat-tree, DCell and BCube. Third, we introduce hybrid packet-switched/circuit-switched network which is a newly proposed scheme by taking use of circuit switching in supercomputing area. Finally, we discuss possible topics for future research in this area. Date: Friday, 29 January 2010 Time: 9:00am - 11:00am Venue: Room 3501 lifts 25/26 Committee Members: Dr. Lin Gu (Supervisor) Prof. Lionel Ni (Chairperson) Dr. Brahim Bensaou Dr. Qian Zhang **** ALL are Welcome ****