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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

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis

Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang

ACM SIGMOD International Conference on Management of Data | June 2021

Project Project

Publication

American Politicians Diverge Systematically, Indian Politicians do so Chaotically: Text Embeddings as a Window into Party Polarization

Amar Budhiraja, Ankur Sharma, Rahul Agrawal, Monojit Choudhury, Joyojeet Pal

Proceedings of the International AAAI Conference on Web and Social Media | June 2021

Project

Publication

PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang

ACL-IJCNLP 2021 | June 2021

Publication

Steering Query Optimizers: A Practical Take on Big Data Workloads

Parimarjan Negi, Matteo Interlandi, Ryan Marcus, Mohammad Alizadeh, Tim Kraska, Marc Friedman, Alekh Jindal

2021 International Conference on Management of Data | June 2021

Honorable mention for the Industry Track

Project

Publication

HADAD: A Lightweight Approach for Optimizing Hybrid Complex Analytics Queries

Rana Alotaibi, Bogdan Cautis, Alin Deutsch, Ioana Manolescu

2021 International Conference on Management of Data | June 2021

Publication

HADAD: A Lightweight Approach for Optimizing Hybrid Complex Analytics Queries

Rana Alotaibi, Bogdan Cautis, Alin Deutsch, Ioana Manolescu

SIGMOD | June 2021

Video

Conformance Constraints Discovery: Measuring Trust in Data-Driven Systems

June 6, 2021 | Anna Fariha

Talk at SIGMOD 2021

11:11

Video

CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning

June 5, 2021 | Anna Fariha

SIGMOD 2021 Demonstration Paper: CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning

05:00

Video

ExTuNe: Explaining Tuple Non-conformance

June 4, 2021 | Anna Fariha

Authors: Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani Abstract: In data-driven systems, we often encounter tuples on which the predictions of a machine-learned model are untrustworthy. A key cause of such untrustworthiness is non-conformance…

10:52

Video

SuDocu: Summarizing Documents by Example

June 3, 2021 | Anna Fariha

VLDB 2020 Best Demonstration Runner-up.

07:00

Data platforms and analytics

Highlights