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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

Video

Leveraging Privacy in Data Analysis

January 17, 2017 | Ryan Rogers

My research focuses on applying differential privacy to problems in economics, statistical hypothesis testing, and adaptive data analysis in machine learning. At a high level, a differential private algorithm limits the sensitivity of the outcome…

1:15:36

Publication

READY: Completeness is in the Eye of the Beholder

Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie

8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017

Publication

Semi-Automated Tracking: A Balanced Approach for Self-Monitoring Applications

Eun Kyoung Choe, Saeed Abdullah, Mashfiqui Rabbi, Edison Thomaz, Daniel A. Epstein, Matthew Kay, Felicia Cordeiro, Gregory D. Abowd, Tanzeem Choudhury, James Fogarty, Bongshin Lee, Mark Matthews, Julie A. Kientz

IEEE Pervasive Computing | January 2017, Vol 16: pp. 74-84

ISBN: 1536-1268

Project

Publication

Measuring the Pulse of a City Via Taxi Operation: Case Study

Chenguang Zhu, Balaji Prabhakar

Transportation Research Board 96th Annual Meeting, Washington, D.C | January 2017

Publication

AdaptDB: adaptive partitioning for distributed joins

Yi Lu, Anil Shanbhag, Alekh Jindal, Samuel Madden

Very Large Data Bases | January 2017

Publication

Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores

Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin Vaidya

ACM Transactions on Autonomous and Adaptive Systems | January 2017, Vol 11(4)

Publication

Fast-Forwarding to Desired Visualizations with Zenvisage

Tarique Siddiqui, John Lee, Alber Kim, Edward xue, Chaoran Wang, Yuxuan Zou, Changfeng Liu, Lijin Guo, Xiaofo Yu, Karrie Karahalios, Aditya Parameswaran

CIDR | January 2017

Publication

Shrink – Prescribing Resiliency Solutions for Streaming

Badrish Chandramouli, Jonathan Goldstein

International Conference on Very Large Databases (PVLDB Vol. 10, Issue. 5) | January 2017

Project Project

Publication

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries

Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kiciman

December 2016

Video

Project

QuickInsights

welcome! Insight Types Specification supplementary materials of QuickInsights (full) Insight Types Specification: contains the details about insight type definition as well as the significance calculation. supplementary materials of QuickInsights: includes the proof of impact FD…

Data platforms and analytics

Highlights