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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

Fingerprinting the datacenter: automated classification of performance crises

Peter Bodík, Moises Goldszmidt, Armando Fox, Dawn B. Woodard, Hans Andersen

EuroSys | January 2010

Publication

Data Movement and Aggregation in Flash Memories

Robert Mateescu

International Symposium on Information Theory (ISIT’10), 2010 | January 2010

Publication

Gordon: An Improved Architecture for Data-Intensive Applications

Adrian Caulfield, Laura M. Grupp, Steven Swanson

IEEE Micro | January 2010, Vol 30: pp. 121-130

Publication

Constrained Physical Design Tuning

Nicolas Bruno, Surajit Chaudhuri

VLDB Journal | January 2010

Publication

Keyword++: A Framework to Improve Keyword Search Over Entity Databases

Venkatesh Ganti, Yeye He, Dong Xin

Proceedings of International Conference on Very Large Databases (VLDB) | January 2010

Project

Video

Animated Voronoi Treemaps for Dynamic Data

December 24, 2009 | Danyel Fisher

The Voronoi Treemap is a space-filling treemap technique that relaxes the constraints of rectangular nodes. Its organic shapes can maintain a near one-to-one aspect ratio, are flexible with their placement, allowing stable zooming and dynamic…

Animated Voronoi Treemaps for Dynamic Data

Publication

MDCube: A High Performance Network Structure for Modular Data Center Interconnection

Haitao Wu, Guohan Lu, Dan Li, Chuanxiong Guo, Yongguang Zhang

ACM SIGCOMM CoNEXT | December 2009

Publication

Improving Existing Fault Recovery Policies

Guy Shani, Chris Meek

Advances in Neural Information Processing Systems | December 2009

Publication

Mining Correlation Between Locations Using Human Location History

Yu Zheng, Xing Xie, Wei-Ying Ma, Lizhu Zhang

Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2009

Project Project

Publication

Personalization as a service: the architecture and a case study

Hang Guo, Jidong Chen, Wentao Wu, Wei Wang

Proceedings of the First International CIKM Workshop on Cloud Data Management (CloudDb 2009) | November 2009

Data platforms and analytics

Highlights