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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

Project

DoWhy: Causal Reasoning for Designing and Evaluating Interventions

Today’s computing systems can be thought of as interventions in people’s work and daily lives. But what are the outcomes of these interventions, and how can we tune these systems for desired outcomes? In this…

Publication

Learnings from deploying a voice-based social platform for people with disability

Karn Dubey, Palash Gupta, Rachna Shriwas, Gayatri Gulvady, Amit Sharma

ACM SIGCAS Conference on Computing & Sustainable Societies (COMPASS) | July 2019

Publication

DNA Assembly for Nanopore Data Storage Readout

Randolph Lopez, Yuan-Jyue Chen, Siena Dumas Ang, Sergey Yekhanin, Konstantin Makarychev, Miklos Z. Racz, Georg Seelig, Karin Strauss, Luis Ceze

Nature Communications | July 2019, Vol 10:2933

Project

Video

Argosy: Verifying Layered Storage Systems With Recovery Refinement

July 2, 2019 | Tej Chajed

Storage systems make persistence guarantees even if the system crashes at any time, which they achieve using recovery procedures that run after a crash. Realistic storage systems are built using layered abstractions, built on top…

Argosy: Verifying Layered Storage Systems With Recovery Refinement

0:33:07

Publication

Diagnosing Sample Ratio Mismatch in Online Controlled Experiments: A Taxonomy and Rules of Thumb for Practitioners

ACM SIGKDD International Conference on Knowledge Discovery & Data Mining | July 2019

Publication

Uni-Detect: A Unified Approach to Automated Error Detection in Tables

Pei Wang, Yeye He

International Conference on Management of Data (SIGMOD) | July 2019

Project

Publication

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD’19 industrial track) | June 2019

Project

Publication

Socrates: The New SQL Server in the Cloud

Panagiotis Antonopoulos, Alex Budovski, Cristian Diaconu, Alejandro Hernandez Saenz, Jack Hu, Hanuma Kodavalla, Donald Kossmann, Sandeep Lingam, Umar Farooq Minhas, Naveen Prakash, Vijendra Purohit, Hugh Qu, Chaitanya Sreenivas Ravella, Krystyna Reisteter, Sheetal Shrotri, Dixin Tang, Vikram Wakade

2019 ACM SIGMOD Conference | June 2019

Publication

Automatically Indexing Millions of Databases in Microsoft Azure SQL Database

Sudipto Das, Miroslav Grbic, Igor Ilic, Isidora Jovandic, Andrija Jovanovic, Vivek Narasayya, Miodrag Radulovic, Maja Stikic, Gaoxiang Xu, Surajit Chaudhuri

ACM SIGMOD Conference | June 2019

Project

Video

Higher Fidelity Systems for Online Discussion

June 26, 2019 | David Karger

My group develops systems to help people manage information and share it with others. We study both text (online discussion tools) and structured data (information visualization and management applications). Our guiding principle is that humans…

Professor David Karger giving a talk at Microsoft Research

1:01:22

Data platforms and analytics

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