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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

Column-Oriented Storage Techniques for MapReduce

Avrilia Floratou, Jignesh M. Patel, Eugene Shekita, Sandeep Tata

PVLDB | March 2011

Publication

A Proximity Probabilistic Model for Information Retrieval

Ruihua Song, Liqian Yu, Ji-Rong Wen, Hsiao-Wuen Hon

MSR-TR-2011-7 | January 2011

Publication

Research Directions for Data Wrangling: Visualizations and Transformations for Usable and Credible Data

Sean Kandel, Jeffrey Heer, Catherine Plaisant, Jessie Kennedy, Nathalie Henry Riche, Frank van Ham, Chris Weaver, Bongshin Lee, Dominique Brodbeck, Paolo Buono

January 2011

Publication

Deuteronomy: Transaction Support for Cloud Data

Justin Levandoski, David Lomet, , Kevin Keliang Zhao

Conference on Innovative Data Systems Research (CIDR) | January 2011

Publication

Resettable Cryptography in Constant Rounds – The Case of Zero Knowledge

Yi Deng, Dengguo Feng, Vipul Goyal, Dongdai Lin, Amit Sahai, Moti Yung

Advances in Cryptology – ASIACRYPT 2011. ASIACRYPT 2011. Lecture Notes in Computer Science | January 2011

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

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

Compressive Network Coding for Approximate Sensor Data Gathering

Chong Luo, Jun Sun, Feng Wu

Proceedings of IEEE Globecom’11 | January 2011

Publication

Multi-view Human Action Recognition System Employing 2DPCA

Mohammad Nael, Moataz Abd El Wahab, Motaz El-Saban

WACV | January 2011

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

Data platforms and analytics

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