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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences

Keith Grochow, Bill Howe, Mark Stoermer, Roger Barga, Ed Lazowska

Proceedings of 22nd international conference on scientific and statistical database management. | June 2010

Proceedings of 22nd international conference on scientific and statistical database management.

Publication

From Data to Knowledge to Action: A Global Enabler for the 21st Century

Eric Horvitz, Tom Mitchell

MSR-TR-2010-153 | June 2010

Data Analytic Series

Publication

On energy management, load balancing and replication

Willis Lang, Jignesh M. Patel, Jeffrey F. Naughton

International Conference on Management of Data | June 2010

Publication

A Demonstration of FlexPref: Extensible Preference Evaluation Inside the DBMS Engine

Justin Levandoski, Mohamed F. Mokbel, Mohamed E. Khalefa

In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD | June 2010

Publication

On the round complexity of covert computation

Vipul Goyal, Abhishek Jain

STOC ’10 Proceedings of the forty-second ACM symposium on Theory of computing | June 2010

Publication

On Active Learning of Record Matching Packages

Arvind Arasu, Michaela Götz, Raghav Kaushik

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010

Project

Publication

On Indexing Error-Tolerant Set Containment

Parag Agrawal, Arvind Arasu, Raghav Kaushik

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)

Project

Publication

On the Geometry of Differential Privacy

Moritz Hardt, Kunal Talwar

STOC | June 2010

STOC

Longer version

Publication

iChase: Supporting Exploration and Awareness of Editing Activities on Wikipedia

Nathalie Henry Riche, Bongshin Lee, Fanny Chevalier

In Proceedings of AVI 2010 | May 2010

Publication

Understanding Interactive Legends: a Comparative Study with Standard Widgets

Nathalie Henry Riche, Bongshin Lee, Catherine Plaisant

In Proceedings of EuroVis 2010 (Computer Graphics Forum) | May 2010

Data platforms and analytics

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