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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

Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service

Vivek Narasayya, Ishai Menache, Mohit Singh, Feng Li, Manoj Syamala, Surajit Chaudhuri

Proceedings of the VLDB Endowment | August 2015

Project

Publication

To Lock, Swap, or Elide: On the Interplay of Hardware Transactional Memory and Lock-Free Indexing

Darko Makreshanski, Justin Levandoski, Ryan Stutsman

Proceedings of the VDLB Endowment, Proceedings of the VLDB Endorement | August 2015

Publication

Forecasting Fine-Grained Air Quality Based on Big Data

Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li

Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015

Project Project

Publication

dJay: Enabling High-density Multi-tenancy for Cloud Gaming Servers with Dynamic Cost-Benefit GPU Load Balancing

Alec Wolman, David Chu

Symposium on Cloud Computing (SoCC) | August 2015

Project

Publication

Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data

Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han

Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015

Project

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

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…