1 / 6

Hemera KickOff October 5th, 2010

Hemera KickOff October 5th, 2010. Working Group B5 Efficient management of very large volumes of information for data-intensive applications Gabriel Antoniu, Jean-Marc Pierson. Challenges. Tremendous volumes of data (up to Petabytes), increasing every year

forrest-riddle
Download Presentation

Hemera KickOff October 5th, 2010

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. Hemera KickOffOctober 5th, 2010 Working Group B5 Efficient management of very large volumes of information for data-intensive applications Gabriel Antoniu, Jean-Marc Pierson

  2. Challenges • Tremendous volumes of data (up to Petabytes), increasing every year • Cloud infrastructures enforce this trend • Large span of diverse applications • Different modalities of data: images, text, video, raw values • Distributed, heterogeneous, structured or not, semantically (en-)riched, confidential • Stored in DFS or DDB, Cloud storage services, Warehouses

  3. Aim of the WG • Explore research issues related to high-level services for information management (search, mining, visualisation, processing) • For large volumes of distributed data • Taking into account • security, efficiency and heterogeneity • applications requirements • and the execution infrastructure (grids, clouds)

  4. Issues to be addressed • Low-level: • Fault-tolerance, caching, transport, security (encryption, confidentiality), consistency, location transparency • Intermediate-level: • Interoperability among storage systems • Data indexing • High-level: • Data mining, data classification, data assimilation, knowledge extraction, data visualization • Metadata management

  5. Communities involved • Distributed applications • Distributed systems • clusters, grids, P2P, clouds • Fault-tolerant systems • Databases, data mining • Security • Numerical algorithms

  6. Roadmap • Identify research teams • Active in the area of the WG • With experience in data-intensive applications on Aladdin-G5K • And new comers… • Organize workshops and possibly schools to share and disseminate experience and knowledge

More Related