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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

Microsoft Research Blog

Microsoft Unveils FASTER – a key-value store for large state management

June 8, 2018

At SIGMOD 2018, a team from Microsoft Research will be presenting a new embedded key-value store called FASTER, described in their paper “FASTER: A Concurrent Key-Value Store with In-Place Updates”. As its name suggests, FASTER…

Publication

Multi-Round Influence Maximization

Lichao Sun, Weiran Huang, Philip S. Yu, Wei Chen

Proceedings of the 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’2018), London, United Kingdom, August 2018 | June 2018

Publication

Information Visualization Evaluation Using Crowdsourcing

Rita Borgo, Luana Micallef, Benjamin Bach, Fintan McGee, Bongshin Lee

Computer Graphics Forum | June 2018

Publication

Optimally leveraging density and locality for exploratory browsing and sampling

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Sam Madden, Aditya Parameswaran

HILDA@SIGMOD | June 2018

Publication

Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets

Yihan Gao, Silu Huang, Aditya Parameswaran

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2018

Video

Differential Privacy for Growing Databases

May 30, 2018 | Rachel Cummings

We study the design of differentially private algorithms for adaptive analysis of dynamically growing databases, where a database accumulates new data entries while the analysis is ongoing. We provide a collection of tools for machine…