nsf idm pi workshop research from an industry perspective raghu ramakrishnan uw-madison (and quiq...

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NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan Madison (and QUIQ … IBM/Microsoft/Vira

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Page 1: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

NSF IDM PI WorkshopResearch From An Industry

Perspective

Raghu RamakrishnanUW-Madison (and QUIQ … IBM/Microsoft/Virage)

Page 2: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Research SpectrumS

mal

l

Big

Ver

y sm

all

Con

trac

t

Gra

nt

INDUSTRIAL

ACADEMIC

Page 3: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Research Climate:Academia

• Where do I find interesting problems?– Make them up– Solve someone else’s (Collaboration!)

• Joint projects with industry

• Where do I find money to solve them?– If you find out, let me know

• How do I find students to solve it for me?– By becoming famous, writing a lot of papers

(and having money)

Page 4: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Research Climate: Big Company

• Where do I find interesting problems?– The product groups in the company– Customers

• Where do I find money to solve them?– My manager– Product groups– Customers

• How do I get to hire more people?– By making those with money happy

Page 5: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Comments

• Shift in financial conditions is forcing shorter horizons for research, and increasing demand for near-term returns– Product groups vs. research groups dynamics

• Continued interest in working with academia, but less money to support academic partners

Page 6: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Current Areas of Interest

• Manageability, diagnostics, tuning

• On-demand computing (“grids”, clusters)

• XML

• Text

• Analytics

• Data cleaning, integration

• Security, privacy

• Applications (bio, streams)

Page 7: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Research Climate: Medium Company

• Where do I find interesting problems?– You don’t find them. You solve problems you

have to, and focus on building a product.

• Where do I find money to solve them?– By selling your product

• How do I get to hire more people?– By building and selling a product

Page 8: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Comments

• Hard to find ways to collaborate with this category of company– But don’t let that stop you from trying—I’m

just sharing one perspective, and your experience may be different

Page 9: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Research Climate:Very Small Company

• Where do I find interesting problems?– Refining your company’s core IP– Reading a BAA

• Where do I find money to solve them?– Federal contracts, SBIR grants

• How do I get to hire more people?– No, you try to pay the people you already have.

Page 10: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Comments

• Collaboration is typically by invitation—insiders drive the work, and call on people they know to fill in gaps– Send Chrismas cards to all your friends who

just started a small company

Page 11: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

NSF IDM WorkshopScience of Design for Information Systems

SDIS 2003

Phil BernsteinAlon Halevy

Raghu Ramakrishnan

Page 12: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

Workshop Goal

• Identify research challenges in design of information systems– Unique opportunities, motivating scenarios

• Identify disciplines and groups that must work together to solve these challenges– Across academia and industry

• Recommend NSF activities to support SDIS– What types of activities, grants?

Page 13: NSF IDM PI Workshop Research From An Industry Perspective Raghu Ramakrishnan UW-Madison (and QUIQ … IBM/Microsoft/Virage)

People

• A: Design and Data Integration– Bernstein, Borgida, Florescu, Gasser, Halevy

• B: Design for Dynamic Data Environments– Chaudhuri, Franklin, Ramakrishnan, Tsotras, Widom, Yuan

• C: Design and Data Location– Ghandaharizadeh, Jagadish, Korth, Srivastava, Wolfson

• D: Designing around complex relationships, processes– Carey, Chrysanthis, Dayal, Su, Thatte

• E: Designing for Security and Privacy– Clifton, Gehrke, Rosenthal, Sripada, Suciu, Winslett

• At large– Maria Zemankova, Bhavani Thuraisingham