1 / 7

Open DMIX High Performance Web Services for Data Mining, Data Integration, and Data Exploration

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. High Performance Web Services.

maya
Download Presentation

Open DMIX High Performance Web Services for Data Mining, Data Integration, and Data Exploration

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Open DMIXHigh Performance Web Services for Data Mining, Data Integration, and Data Exploration Robert L Grossman & Steve Eick, Yunhong Gu, David Hanley & Xinwei HongNational Center for Data Mining

  2. Goal: Integrate & Explore Distributed Data

  3. High Performance Web Services Bandwidth Challenge Discovery UDDI 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

  4. 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

  5. UDT Fast, Fair & Friendly, Easy & Efficient Friendly to TCP Flows Fair to other High Perf. Flows Fast Efficient

  6. New Trans-Atlantic Milestone for FFFEE Data Transport

  7. 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.

More Related