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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

AdaptDB: adaptive partitioning for distributed joins

Yi Lu, Anil Shanbhag, Alekh Jindal, Samuel Madden

Very Large Data Bases | January 2017

Publication

Fast-Forwarding to Desired Visualizations with Zenvisage

Tarique Siddiqui, John Lee, Alber Kim, Edward xue, Chaoran Wang, Yuxuan Zou, Changfeng Liu, Lijin Guo, Xiaofo Yu, Karrie Karahalios, Aditya Parameswaran

CIDR | January 2017

Publication

Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores

Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin Vaidya

ACM Transactions on Autonomous and Adaptive Systems | January 2017, Vol 11(4)

Publication

Shrink – Prescribing Resiliency Solutions for Streaming

Badrish Chandramouli, Jonathan Goldstein

International Conference on Very Large Databases (PVLDB Vol. 10, Issue. 5) | January 2017

Project Project

Publication

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries

Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kiciman

December 2016

Video

Project

QuickInsights

welcome! Insight Types Specification supplementary materials of QuickInsights (full) Insight Types Specification: contains the details about insight type definition as well as the significance calculation. supplementary materials of QuickInsights: includes the proof of impact FD…

Event

CFP ICDM-2016 Workshop on Data Mining Systems and their Applications on the Cloud: CLOUDMINE

December 12, 2016 – December 15, 2016 | Barcelona, Spain

The CLOUDMINE workshop aims to bring together researchers and practitioners working on cloud based data mining systems and applications. While the data mining community includes tracks and workshops to discuss research that implicitly leverages cloud…

Publication

Multi-input Functional Encryption with Unbounded-Message Security

Vipul Goyal, Aayush Jain, Adam O’Neill

22nd International Conference on the Theory and Application of Cryptology and Information Security, Hanoi, Vietnam, December 4-8, 2016, Proceedings, Part II | December 2016

Publication

Verifiable Functional Encryption

Saikrishna Badrinarayanan, Vipul Goyal, Aayush Jain, Amit Sahai

22nd International Conference on the Theory and Application of Cryptology and Information Security, Hanoi, Vietnam, December 4-8, 2016, Proceedings, Part II | December 2016

Publication

Pitfalls of Long-Term Online Controlled Experiments

Pavel Dmitriev, Brian Frasca, Somit Gupta, Ron Kohavi, Garnet Vaz

IEEE International Conference on Big Data | December 2016

Data platforms and analytics

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