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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

CHiMPS: A C-level compilation flow for hybrid CPU-FPGA architectures

A. Putnam, D. Bennett, E. Dellinger, J. Mason, P. Sundararajan, S. Eggers, Andrew Putnam

Field Programmable Logic and Applications, 2008. FPL 2008. International Conference on | September 2008

Publication

Learning from Multi-topic Web Documents for Contextual Advertisement

Yi Zhang, Muktha Ananda, John C. Platt, Mukund Narasimhan

KDD 2008, Las Vegas | August 2008

Best Application Paper Award Runner-up

Publication

Report on the Second KDD Workshop on Data Mining for Advertising

Dou Shen, Muktha Ananda, Ying Li

SIGKDD Explorations | August 2008

Microsoft Research Blog

Collabio Game Explores Social-Network Data Mining…And Social Psychology

August 20, 2008

By Rob Knies, Managing Editor, Microsoft Research What’s the most powerful, untapped information repository on the Web today? If you said Wikipedia, please go stand in the corner. Actually, it’s people, the billion or so…

Publication

Bypass Rates: Reducing Query Abandonment using Negative Inferences

Atish Das Sarma, Sreenivas Gollapudi, Samuel Ieong

International Conference on Knowledge Discovery and Data Mining (KDD) | August 2008

Publication

DCell: A Scalable and Fault-Tolerant Network Structure for Data Centers

Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang, Songwu Lu

SIGCOMM08 | August 2008

Publication

Detecting Data Race and Atomicity Violation via Typestate-Guided Static Analysis

Jason Yang, Anna Gringauze, Dinghao Wu, Henning Korsholm Rohde

MSR-TR-2008-108 | August 2008

Publication

Towards a Next Generation Data Center Architecture: Scalability and Commoditization

Albert Greenberg, Parantap Lahiri, Dave Maltz, Parveen Patel, Sudipta Sengupta

PRESTO Workshop at SIGCOMM | August 2008

Publication

Spamming Botnet: Signatures and Characteristics

Yinglian Xie, Fang Yu, Kannan Achan, Rina Panigrahy, Geoff Hulten, Ivan Osipkov

ACM SIGCOMM 2008, Seattle, WA | August 2008

Publication

Discovering Points of Interest From Users’ Map Annotations

Lakshmi Narayana Mummidi, John Krumm

GeoJournal | August 2008, Vol 72(3): pp. 215-227

Data platforms and analytics

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