Open DMIX High Performance Web Services for Data Mining,
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Open DMIX High Performance Web Services for Data Mining, Data Integration, and Data Exploration Robert L Grossman & Steve Eick, Yunhong Gu, David Hanley & Xinwei Hong National Center for Data Mining Goal: Integrate & Explore Distributed Data Middleware # Sites Critical Avg. Avg. Avg. Path Arch. Data Set Select Data Grid 1000 cycles PB TB GB Data Web 1M access & TB GB MB integ. High Performance Web Services Discovery UDDI Bandwidth Challenge Description WSDL Packaging XML DSTP Transport SOAP/HTTP SOAP+ Network Protocol TCP SABUL/UDT *Open DMIX is an open source collection of web services for data mining, data integration and data exploration SABUL/UDT Protocol Overview Uses both Rate Control (RC) and (window based) Flow Control (FC) – Constant RC interval to remove RTT bias – Employs bandwidth estimation Selective acknowledgement (ACK) – Reduces control traffic & results in faster recovery Uses packet delay as well as packet loss to indicate congestion Slow start – controlled by FC UDT Fast, Fair & Friendly, Easy & Efficient Friendly to TCP Flows Fair to other High Perf. Flows Fast Efficien t New Trans-Atlantic Milestone for FFFEE Data Transport For More Information Robert Grossman grossman at uic dot edu www.ncdm.uic.edu www.dataspaceweb.net www.sourceforge.net/projects/dataspace Please join our open source project developing network protocols, data protocols, and web services on Source Forge.