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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

Outage Prediction and Diagnosis for Cloud Service Systems

Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang

2019 The Web Conference | May 2019

Publication

DataToon: Drawing Dynamic Network Comics With Pen + Touch Interaction

Nam Wook Kim, Nathalie Henry Riche, Benjamin Bach, Guanpang A. Xu, Matthew Brehmer, Ken Hinckley, Michel Pahud, Haijun Xia, Michael McGuffin, Hanspeter Pfister

CHI 2019 | May 2019

Project Project

Publication

Managing Messes in Computational Notebooks

Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne

SIGCHI | May 2019

Best Paper Award

Publication

Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models

Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker

SIGCHI | May 2019

Project

Publication

Optimization of Data Access from Imperative Programs using Static Analysis

Venkatesh Emani

May 2019

PhD Thesis: IIT Bombay | May 2019

ACM India Doctoral Dissertation Award 2020 (Honorable Mention), IIT Bombay Excellence in Ph.D. Research Award 2019

Publication

Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization

Cedric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2019) | May 2019

Publication

Cumulative Activation in Social Networks

Xiaohan Shan, Wei Chen, Qiang Li, Xiaoming Sun, Jialin Zhang

Science China Information Sciences | May 2019, Vol 62

Publication

AI Meets AI: Leveraging Query Executions to Improve Index Recommendations

Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya

ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019

Project

Publication

Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning

Chen Zhao, Yeye He

WWW – World Wide Web Consortium (W3C) | May 2019

Project

Video

Scaling Write-Intensive Key-Value Stores

April 25, 2019 | Niv Dayan

In recent years, the log-structured merge-tree (LSM-tree) has become the mainstream core data structure used by key-value stores to ingest and persist data quickly. LSM-tree enables fast writes by buffering incoming data in memory and…

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Data platforms and analytics

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