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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

Error Diagnosis and Data Proﬁling with Data X-Ray

Xiaolan Wang, Mary Feng, Yue Wang, Xin Luna Dong, Alexandra Meliou

International Conference on Very Large Data Bases (PVLDB) | August 2015, Vol 8: pp. 1984-1987

Publication

Quantitative Analysis of Consistency in NoSQL Key-Value Stores

Si Liu, Son Nguyen, Jatin Ganhotra, Muntasir Raihan Rahman, Indranil Gupta, José Meseguer

International Conference on Quantitative Evaluation of Systems | August 2015

Publication

Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.

Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya Parameswaran

41th International Conference on Very Large Data Bases (VLDB) | August 2015

Publication

Trill: A High-Performance Incremental Query Processor for Diverse Analytics

Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, Danyel Fisher, John Platt, James Terwilliger, John Wernsing, Robert DeLIne

August 2015

Project Project

Video

USDA and Microsoft Innovation Challenge for food resilience

July 23, 2015 | Ann M. Bartuska, Brian Lutz, and Lucas Joppa

The United States Department of Agriculture (USDA) and Microsoft are sponsoring the Innovation Challenge, a competition to develop data-driven software applications that help visualize and explore how climate change will affect the resiliency of food…

02:25

Video

USDA and Microsoft Research Innovation Challenge for food resilience

July 22, 2015 | Ann M. Bartuska and Lucas Joppa

02:27

Publication

Optimizing optimistic concurrency control for tree-structured, log-structured databases

Phil Bernstein, Sudipto Das, Bailu Ding, Markus Pilman

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015

Publication

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015

Publication

Centiman: Elastic, high performance optimistic concurrency control by watermarking

Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke

Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015

Video

From data collection to data analytics to data consumption

July 8, 2015 | David Rothschild

How might people use aggregated data and marketing intelligence to make decisions and allocate resources? Microsoft researcher David Rothschild shares thoughts from his work on polling, prediction markets, and forecasting in this interview recorded during…

12:43

Data platforms and analytics

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