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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

Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs Usable

Darren Edge, Jonathan Larson, Markus Mobius, Chris White

GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018

Publication

Using Web-Scale Graph Analytics to Counter Technical Support Scams

Jonathan Larson, Bryan Tower, Duane Hadfield, Darren Edge, Chris White

GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018

Publication

SIGMOD 2018 Program Committee Chair’s Report

Phil Bernstein

ACM SIGMOD Record | December 2018, Vol 47(4)

To appear.

Publication

Atom: A Grammar for Unit Visualizations

Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist

IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043

Project

Publication

Leadership and Advocacy

Phil Bernstein

Making Databases Work: The Pragmatic Wisdom of Michael Stonebraker | Published by ACM and Morgan Claypool | 2018

Publication

Generating data series query workloads

Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke

The VLDB Journal | December 2018, Vol 27(6): pp. 823-846

Publication

A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications

Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang

MSR-TR-2018-40 | December 2018

Published by Microsoft

This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.

Github Project Project

Tool

Sparse-Factor Synthetic Controls: Unit-Level Counterfactuals from High-Dimensional Data

Synthetic controls is the most common empirical strategy used to accommodate unobserved endogenous factor models. However, little consideration is given to the dimension of the relevant factors, whether the associated loadings are truly time-invariant and…

GitHub

Project