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Group D New Environments and Data Management System Issues.

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Presentation on theme: "Group D New Environments and Data Management System Issues."— Presentation transcript:

1 Group D New Environments and Data Management System Issues

2 March 31, 1998NSF IDM 98, Group D2 Mission Statement Determine how information systems can exploit and operate in a computing environment that is increasingly interconnected, distributed, heterogeneous and dynamic.

3 March 31, 1998NSF IDM 98, Group D3 Big ‘n’ Wide Large number of entities, wide area  many rules, distributed events  100s of DBs interoperating at a company  #’s of clients - bring your own cycles  middleware  workflows across autonomous systems  wide area consistency management

4 March 31, 1998NSF IDM 98, Group D4 Smart Shopper DB Cost and Quality conscious –Tradeoffs on latency, concurrency, correctness, completeness, resource usage (including user time).

5 March 31, 1998NSF IDM 98, Group D5 The database that never forgets Personal/group archive:  Data live-ness: media rollover  Multi-schema support  Locating data

6 March 31, 1998NSF IDM 98, Group D6 No-fuss data management Rich set of choices for physical organization and access methods; have to spoon-feed databases; have to manage data after extraction  Automated tuning  Reorganization tools  System configuration + reconfiguration  Easy in and out Reduce cost ($+m) of database ownership

7 March 31, 1998NSF IDM 98, Group D7 Cradle-to-grave data management Really conception-to-grave, data is never “outside” the database  Direct capture instead of store+load  Necessary to do provenance  OS knows about all processing, why not DB knows about all data

8 March 31, 1998NSF IDM 98, Group D8 Data logistics Tend to view DB as a static thing, but the value of data is only realized when it moves  Data product manufacturing  Adaptive dissemination  Value-added brokering, reselling, pressing  Zero latency, instant data  Variable infrastructure  Push and broadcast

9 March 31, 1998NSF IDM 98, Group D9 All the data all the time Can reach every piece of data from every place  Never-fail  Connectivity  Media conversion

10 March 31, 1998NSF IDM 98, Group D10 Spare Slogans Data addiction/data mainlining Knowledge Systems DB We put you in the driver’s seat: interactive query formulation and answering.

11 March 31, 1998NSF IDM 98, Group D11 Application-aware information management Database takes responsibility for application characteristics  Knows about end-to-end performance  Knows about quality requirements and can negotiate trade-offs  Fast wrong answers  Event detection  Aware of user interface  Improves application characteristics – recovery  Application models (equivalent of schemas) that lead to automated management

12 March 31, 1998NSF IDM 98, Group D12 Applications  International criminal DB  All the data all the time  Telecommunications  Zero latency  Workflows across autonomous systems  wide are consistency management  Medicine, Digital Patient  Immediate collection of trauma, emergency data, more patient records, data capture, data staging  Virtual enterprise, personal department store  Information commerce  Digital globe  Producer side: Earth representation, 1m, 1pixel = 1 byte, ¾ ocean, fixed 10PB and EOS generates 4TB a day  Consumer side: 40M kids, 100 images, 800PB delivered each day  Digital city presented at the PI meeting.

13 March 31, 1998NSF IDM 98, Group D13 Modes of Research DB/Medical informatics collaborations Intra-CS collaborations –OS, Distributed Systems, Networks, Languages, Software Architecture Counteracting conservatism among reviewers Speculative studies in context of initiative Extracting industry experience –Developer/Academic workshops


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