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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

Automated Tuning of Query Degree of Parallelism via Machine Learning

Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi

2020 International Conference on Management of Data | June 2020

Publication

Helios: Hyperscale Indexing for the Cloud & Edge

Rahul Potharaju, Terry Kim, Wentao Wu, Vidip Acharya, Steve Suh, Andrew Fogarty, Apoorve Dave, Sinduja Ramanujam, Tomas Talius, Lev Novik, Raghu Ramakrishnan

Proceedings of the VLDB Endowment (VLDB 2020) | June 2020

Publication

ExTuNe: Explaining Tuple Non-conformance

Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani

2020 International Conference on Management of Data | June 2020

Video

Publication

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 2020

Publication