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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

Concept Expansion Using Web Tables

Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Phil Bernstein

Proceeding of 2015 International World Wide Web Conference | May 2015

Project

Publication

Tornado: A Distributed Spatio-Textual Stream Processing System

Ahmed R. Mahmood, Ahmed M. Aly, Thamir Qadah, Elkindi Rezig, Anas Daghastani, Amgad Madkour, Ahmed S. Abdelhamid, Mohamed S. Hassan, Walid G. Aref, Saleh Basalamah

VLDB Demonstration Track | May 2015

Video

A Framework for Automatically Generating Interactive Instructional Scaffolding, CHI 2015

April 18, 2015 | Sumit Gulwani

Publication

Automatic Game Progression Design through Analysis of Solution Features

Eric Butler, Erik Andersen, Adam M. Smith, Sumit Gulwani, Zoran Popović

CHI ’15 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, Seoul, Republic of Korea | April 2015

Publication

Understanding Data Videos: Looking at Narrative Visualization through the Cinematography Lens

Fereshteh Amini, Nathalie Henry Riche, Bongshin Lee, Christophe Hurter, Pourang Irani

April 2015

Project

Publication

A Framework for Automatically Generating Interactive Instructional Scaffolding

Eleanor O’Rourke, Erik Andersen, Sumit Gulwani, Zoran Popović

CHI ’15 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, Seoul, Republic of Korea | April 2015

Video

Publication

PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services

Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar

ICDE – 31st International Conference on Data Engineering | April 2015

Publication

SketchInsight: Natural Data Exploration on Interactive Whiteboards Leveraging Pen and Touch Interaction

Bongshin Lee, Greg Smith, Nathalie Henry Riche, Amy Karlson, Sheelagh Carpendale

Visualization Symposium (PacificVis), 2015 IEEE Pacific | April 2015

Best Paper Award

Project

Publication

The Emerging Role of Data Scientists on Software Development Teams

Miryung Kim, Tom Zimmermann, Robert DeLIne, Andrew Begel

MSR-TR-2015-30 | April 2015

Tool

Network Navigator visual

Network Navigator lets you explore node-link data by panning over and zooming into a force-directed node layout (which can be precomputed or animated live). From an initial overview of all nodes, you can use simple…

GitHub

Data platforms and analytics

Highlights