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The Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT

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Page 1: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

The Asilomar Report on Database Research

Inder Preet SinghMachine Learning Researcher, 1QBiT

Page 2: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

AboutGroup of 16 database system researchers met there to• Analyze• Report

Page 3: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Outline• Recommedations• Driving Forces• Research Areas• Grand Challenge

Page 4: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

DeltaX

Till now there was DeltaX trend in database research.So, what is it?●Name●Incremental

Why is it a concern?●Short term●Forward looking research

Page 5: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

AI-Hard Problems

● Short Term: Object Detection

● Long Term : Object Detection through partial view

Page 6: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Recommendations●Redirection●Conferences Organisation●New Ideas

Page 7: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Driving Forces1. Web2. Complex Environment3. Hardware Advancements

Page 8: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

WEB

Low content creation cost

Issues:●High End Web Servers●Ecommerce Servers●File System technology

Future Areas:• Dynamic Content Publishing• XML• Automation

Page 9: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Complex Environment

Data Only Triggers and Procedures

Object Oriented Techniques

Issues:

• Repositories• Large Scale Enterprises

Page 10: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Hardware Advances

●Moore's Law

Page 11: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Hardware Advances ●Limited Scope of Moore's Law in next decade.

Page 12: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Hardware Advances

Issues●Scalability and Availability●Gadgets●Automation●Parallel Processing

Page 13: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Hardware Advances

Page 14: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Driving Forces1. Web2. Complex Environment3. Hardware Advancements

Page 15: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Research Agenda

1. Plug and Play Database Management Systems2. Federate Millions of Database Systems3. Smart-Data Unify Process4. Integration

Page 16: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Plug and Play Databases

Focus on two aspects:1. Gadget Databases

Page 17: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Plug and Play Databases

Focus on two aspects:1. Gadget Databases2. Information Discovery

Page 18: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Federate Millions of Database Systems

Focus on three main challenges:1. Query Optimizers

Static Cost Based Optimizer

Load Aware Optimizer

Dynamic Network Optimizer

Page 19: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Federate Millions of Database Systems

Focus on three main challenges:1. Query Optimizers2. Execution of Queries

"Good restaurants within 5 miles?"

Page 20: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Federate Millions of Database Systems

Focus on three main challenges:1. Query Optimizers2. Execution of Queries3. Integration Tools

Page 21: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Unify Process and Data

To built logic in database system. We should focus on:1. Model as workflow         - Collection of Triggers and Procedures         -  Scaling up to thousands of triggers

Page 22: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Unify Process and Data

To built logic in database system. We should focus on:1. Model as workflow2. Procedures

Page 23: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Integration of Structured and Semistructured Data

XML: Create data of hierarchical form

Page 24: The Asilomar Report on Database ResearchThe Asilomar Report on Database Research Inder Preet Singh Machine Learning Researcher, 1QBiT About Group of 16 database system researchers

Grand Challenge

10 year goal for the database community:"Information Utility"Making easier for everyone to • Store• Organize• Access• Analyze

 Turn web into information utility over next decade.