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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

CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service

Sudipto Das, Vivek Narasayya, Feng Li, Manoj Syamala

Proceedings of the VLDB Endowment | September 2013

Project

Publication

Sensing the Pulse of Urban Refueling Behavior

Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie

Proceedings of the 15th ACM International Conference on Ubiquitous Computing | September 2013

Project

Publication

Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia

Karolina Alexiou, Donald Kossmann, Paul Larson

Publication

Attraction and Avoidance Detection from Movements

Zhenhui Li, Bolin Ding, Fei Wu, Tobias Kin Hou Lei, Roland Kays, Margaret C. Crofoot

Proceedings of the VLDB Endowment, the 40th International Conference on Very Large Data Bases (VLDB 2014) | September 2013

Publication

Silo: Predictable Message Completion Time in the Cloud

Keon Jang, Justine Sherry, Hitesh Ballani, Toby Moncaster

MSR-TR-2013-95 | September 2013

Publication

Ranking and new database architectures

Justin Levandoski

DBRank ’13 Proceedings of the 7th International Workshop on Ranking in Databases | August 2013

Tool

ClueWeb 09 Labeled Near-Duplicate News Articles

This data release is a companion to the paper Duplicate News Story Detection Revisited by Omar Alonso, Dennis Fetterly, and Mark Manasse published at The Ninth Asia Information Retrieval Societies Conference (AIRS 2013) in December…

Access Publication Publication

Publication

Continuous Cloud-Scale Query Optimization and Processing

Nicolas Bruno, Sapna Jain, Jingren Zhou

Proc. VLDB Endow. | August 2013, Vol 6: pp. 961-972

Publication

LLAMA: A Cache/Storage Subsystem for Modern Hardware

Justin Levandoski, David Lomet, Sudipta Sengupta

Proceedings of the International Conference on Very Large Databases, VLDB 2013 | August 2013

Publication

Accuracy-Privacy Tradeoffs for Two-party Differentially-Private Protocols

Vipul Goyal, Ilya Mironov

Advances in Cryptology CRYPTO 2013 | August 2013

Data platforms and analytics

Highlights