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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

Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris

ACM EuroSys | April 2011

Publication

A Classification Based Framework for Concept Summarization (Poster)

Dhruv Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan

International World Wide Web Conference | April 2011

Publication

SEISA: Set Expansion by Iterative Similarity Aggregation

Yeye He, Dong Xin

Proceedings of International World Wide Web Conference (WWW) | April 2011

Project

Publication

Log-Based Middleware Server Recovery with Transaction Support

Rui Wang, Betty Salzberg, David Lomet

The VLDB Journal | April 2011

Publication

Efficient XQuery rewriting using multiple views

Ioana Manolescu, Konstantinos Karanasos, Vasilis Vassalos, Spyros Zoupanos

International Conference on Data Engineering (ICDE) | April 2011

Publication

Bringing People of Different Beliefs Together to Do UC

Sanjam Garg, Vipul Goyal, Abhishek Jain, Amit Sahai

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

Publication

Design Study of LineSets, a Novel Set Visualization Technique

Basak Alper, Nathalie Henry Riche, Gonzalo Ramos, Mary Czerwinski

IEEE Transactions on Visualization and Computer Graphics | March 2011, Vol 18(5)

Project

Entity Search and Query Portals

The goal of entity search is to return entities (e.g., people, products, locations) relevant to a keyword query. The goal of Query Portals is to go one step further and return not only the names…

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

Data platforms and analytics

Highlights