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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

When Free Is Not Really Free: What Does It Cost to Run a Database Workload in the Cloud?

Avrilia Floratou, Jignesh M. Patel, Willis Lang, Alan Halverson

January 2011

Publication

Ubiquitous Advertising: The Killer Application for the 21st Century

John Krumm

IEEE Pervasive Computing Magazine | January 2011, Vol 100(1): pp. 66-73

Publication

Correlated-Input Secure Hash Functions

Vipul Goyal, Adam O’Neill, Vanishree Rao

Theory of Cryptography. TCC 2011. Lecture Notes in Computer Science | January 2011

Publication

Hierarchical Online Problem Classification for IT Support Services

Yang Song, Anca Sailer, Hidayatullah Shaikh

IEEE Transactions on Services Computing (TSC) | January 2011, Vol 5

Publication

Data-Driven Response Generation in Social Media

Alan Ritter, Colin Cherry, Bill Dolan

Empirical Methods in Natural Language Processing (EMNLP) | January 2011

Project Project

Publication

Preventing Equivalence Attacks in Updated, Anonymized Data

Yeye He, Siddharth Barman, Jeffrey Naughton

Proceedings of International Conference on Data Engineering (ICDE) | January 2011

Publication

Rethinking Database Algorithms for Phase Change Memory

Shimin Chen, Phillip B. Gibbons, Suman Nath

CIDR’11: 5th Biennial Conference on Innovative Data Systems Research | January 2011

Video

Learning to Re-rank: Query-dependent Image Re-ranking using Click Data

December 16, 2010 | Manik Varma

Our objective is to improve the performance of keyword based image search engines by re-ranking their baseline results. We address three limitations of existing search engines in this paper. First, there is no straight-forward, fully…

59:21

Publication

A symbolic approach to controlling piecewise affine systems

Jana Tumova, Boyan Yordanov, Calin Belta, Ivana Cerna, Jiri Barnat

49th IEEE Conference on Decision and Control (CDC) | December 2010

Video

Dennis Fetterly – Large-scale data processing using DryadLINQ

December 14, 2010 | Ashwani Sharma, Dennis Fetterly

Dennis Fetterly talks about TidyFS – the distributed filesystem of DryadLINQ, desirable properties of a Dryad cluster and details several algorithms that do IR; at the workshop on Scientific Computing at Bangalore, India.

01:02:26

Data platforms and analytics

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