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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

Health and BigData: An Ethical Framework for Health Information Collection By Corporate Wellness Programs

Ifeoma Ajunwa, Kate Crawford, Joel Ford

Law, Medicine and Ethics | September 2016, Vol 44

Project

Project Parade

Project Parade is a novel approach to parallelizing a large class of seemingly sequential applications wherein dependencies are, at runtime, treated as symbolic values.

Publication

EDUM: classroom education measurements via large-scale WiFi networks

Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin SuiA, Dan Pei, Thomas Moscibroda

2016 ACM Joint International Conference on Pervasive and Ubiquitous Computing (UbiComp ’16) | September 2016

Publication

Multi-Version Range Concurrency Control in Deuteronomy

Justin Levandoski, David Lomet, Sudipta Sengupta, Ryan Stutsman, Rui Wang

42nd International Conference on Very Large Data Bases (VLDB), New Delhi, India | September 2016

Publication

Data Services Leveraging Bing’s Data Assets

Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Yeye He

September 2016

Publication

Data Services Leveraging Bing’s Data Assets

Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | September 2016

Project Project

Publication

Multi-Dimensional, Phrase-Based Summarization in Text Cubes

Fangbo Tao, Honglei Zhuang, Chi Wang, Qi Wang, Taylor Cassidy, Lance Kaplan, Clare Voss, Jiawei Han

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | September 2016, Vol 39: pp. 74-84

Publication

Modern Main-Memory Database Systems

Justin Levandoski

Proceedings of the VLDB Endowment | September 2016

Publication

Quill: Efficient, Transferable, and Rich Analytics at Scale

Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar

International Conference on Very Large Databases (PVLDB Vol. 9, Issue. 14) | September 2016

Project Project

Publication

A moeba : a shape changing storage system for big data

Anil Shanbhag, Alekh Jindal, Yi Lu, Samuel Madden

Very Large Data Bases | August 2016

Data platforms and analytics

Highlights