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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

Speculative Distributed CSV Data Parsing for Big Data Analytics

Chang Ge, Yinan Li, Eric Eilebrecht, Badrish Chandramouli, Donald Kossmann

2019 ACM SIGMOD Conference | June 2019

Project

Publication

AIOps: Real-World Challenges and Research Innovations

Yingnong Dang, Qingwei Lin 林庆维, Peng Huang

ICSE’19, Technical Briefings | June 2019

Publication

Resurrecting Middle-Tier Distributed Transactions

Phil Bernstein

Bulletin of the Technical Committee on Data Engineering | June 2019, Vol 42(2): pp. 3-6

Publication

Top Challenges from the first Practical Online Controlled Experiments Summit

SIGKDD Explorations June 2019: Volume 21, Issue 1 | June 2019

Publication

Run-time Performance Monitoring, Verification, and Healing of End-to-End Services

Nakjung Choi, Lalita Jagadeesan, Young Jin, Nishok Narasimha Mohanasamy, Muntasir Raihan Rahman, Krishan Sabnani, Marina Thottan

2019 IEEE Conference on Network Softwarization (NetSoft) | June 2019

Publication

Constant Time Recovery in Azure SQL Database

Panagiotis Antonopoulos, Peter Byrne, Wayne Chen, Cristian Diaconu, Raghavendra Thallam Kodandaramaih, Hanuma Kodavalla, Prashanth Purnananda, Adrian-Leonard Radu, Chaitanya Sreenivas Ravella, Girish Mittur Venkataramanappa

June 2019

Publication

GOTO rankings considered helpful

Emery Berger, Stephen M. Blackburn, Carla Brodley, H.V. Jagadish, Kathryn S. McKinley, Mario A. Nascimento, Minjeong Shin, Kuansan Wang, Lexing Xie

Communications of the ACM | June 2019, Vol 62(7): pp. 29

Project Project Project

Publication

Concurrent Prefix Recovery: Performing CPR on a Database

Guna Prasaad, Badrish Chandramouli, Donald Kossmann

2019 ACM SIGMOD Conference | June 2019

Project Project

Publication

FishStore: Faster Ingestion with Subset Hashing

Dong Xie, Badrish Chandramouli, Yinan Li, Donald Kossmann

2019 ACM SIGMOD Conference | June 2019

Project Project

Publication

Safe Velocity: A Practical Guide to Software Deployment at Scale using Controlled Rollout

41st International Conference on Software Engineering: Software Engineering in Practice Track (ICSE-SEIP ’19), | May 2019

Data platforms and analytics

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