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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

Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities

Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri

Proceeding of 2012 International World Wide Web Conference | April 2012

Proceeding of 2012 International World Wide Web Conference

Publication

Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links

Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin, Heng Ji

Proceeding of 2012 SIAM International Conference on Data Mining | April 2012

Proceeding of 2012 SIAM International Conference on Data Mining

Publication

On Discovery of Traveling Companions from Streaming Trajectories

Yu Zheng, Lu-An Tang, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng, Jing Yuan, Nicholas Jing Yuan

Proceedings of the 28th International Conference on Data Engineering 2012 | April 2012

Project Project

Publication

PACMan: Coordinated Memory Caching for Parallel Jobs

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

USENIX NSDI | April 2012

Project

Publication

GSLPI: A Cost-Based Query Progress Indicator

Jiexing Li, Rimma V. Nehme, Jeffrey Naughton

International Conference on Data Engineering | March 2012

Publication

Designing Pen and Touch Interaction for Data Exploration on Interactive Whiteboards

Jagoda Walny, Bongshin Lee, Paul Johns, Nathalie Henry Riche

IEEE Transactions on Visualization and Computer Graphics | March 2012

Publication

Beyond Mouse and Keyboard: Expanding Design Considerations for Information Visualization Interactions

Bongshin Lee, Petra Isenberg, Nathalie Henry Riche, Sheelagh Carpendale

In Proceedings of InfoVis 2012 | March 2012

Project

Publication

RecStore: an extensible and adaptive framework for online recommender queries inside the database engine

Justin Levandoski, Mohamed Sarwat, Mohamed F. Mokbel, Michael D. Ekstrand

EDBT ’12 Proceedings of the 15th International Conference on Extending Database Technology | March 2012

Publication

Sampling Based Range Partition Methods for Big Data Analytics

Milan Vojnovic, Fei Xu, Jingren Zhou

MSR-TR-2012-18 | March 2012

Project

Video

ChronoZoom: An Infinite Canvas in Time

February 29, 2012 | Michael Zyskowski

Embark on a voyage through time, infinitely scalable from the Big Bang to today, exploring this master timeline of the cosmos, Earth, life, and human experience. By unifying a wide variety of data and historical…

04:02

Data platforms and analytics

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