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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

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Project

Publication

An Analysis of the Effect of Code Ownership on Software Quality across Windows, Eclipse, and Firefox

Harald Gall, Premkumar Devanbu, Brendan Murphy, Christian Bird, Nachi Nagappan

MSR-TR-2010-140 | October 2010

Project

Publication

Preference Query Evaluation Over Expensive Attributes

Justin Levandoski, Mohamed F. Mokbel , Mohamed E. Khalefa

In Proceedings of the International Conference on Information and Knowledge Management, CIKM | October 2010

Publication

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

USENIX OSDI | October 2010

Publication

Skyline Query Processing for Uncertain Data ˆ—

Mohamed E. Khalefa, Mohamed F. Mokbel, Justin Levandoski

In Proceedings of the International Conference on Information and Knowledge Management, CIKM | October 2010

Publication

Information Science and Human-Computer Interaction

Jonathan Grudin

Annual Review of Information Science and Technology, 44, Blaise Cronin (Ed.) | Published by American Society for Information Science and Technology | 2010 | Annual Review of Information Science and Technology, 44, Blaise Cronin (Ed.) edition

Publication

Nectar: Automatic Management of Data and Computation in Datacenters

Pradeep Kumar Gunda, Lenin Ravindranath, Chandu Thekkath, Yuan Yu, Li Zhuang

Proceedings of the 9th Symposium on Operating Systems Design and Implementation (OSDI) | October 2010

Project

Publication

Object-Oriented Constraints for XML Schema

Suad Alagic, Phil Bernstein, Ruchi Jairath

ICOODB | September 2010

Publication

Data Stream Management Systems for Computational Finance

Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman

MSR-TR-2010-130 | September 2010

Project

Tool

Dminor

Dminor is a data-modeling language based on M, the data-modeling language of Microsoft Oslo. Dminor provides extended compile-time checking of code, making use of an SMT (Satisfiability Modulo Theories) solver.

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Data platforms and analytics

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