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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

NewsNetExplorer: Automatic Construction and Exploration of News Information Networks

Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun

Proceeding of 2014 ACM SIGMOD International Conference on Management of Data | June 2014

Publication

Blowfish Privacy: Tuning Privacy-Utility Trade-offs using Policies

Xi He, Ashwin Machanavajjhala, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)

Publication

Exploiting Wikipedia Inlinks for Linking Entities in Queries

Priya Radhakrishnan, Romil Bansal

June 2014

Publication

Querying Encrypted Data (Tutorial)

Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy

2014 ACM SIGMOD Conference | June 2014

Publication

Mining Latent Entity Structures from Massive Unstructured and Interconnected Data

Jiawei Han, Chi Wang

Proceeding of 2014 ACM SIGMOD International Conference on Management of Data | June 2014

Publication

Discovering Queries based on Example Tuples

Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)

Publication

Patience is a Virtue: Revisiting Merge and Sort on Modern Processors

Badrish Chandramouli, Jonathan Goldstein

ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014

Project

Publication

Modeling the Evolution of Product Entities

Priya Radhakrishnan, Manish Gupta, Vasudeva Varma

Proc. of the 37th Annual ACM SIGIR Conf: Special Interest Group On Information Retrieval (SIGIR) | June 2014

Publication

Dynamically Optimizing Queries over Large Scale Data Platforms

Konstantinos Karanasos, Andrey Balmin, Marcel Kutsch, Fatma Ozcan, Vuk Ercegovac, Chunyang Xia, Jesse Jackson

International Conference on Management of Data (SIGMOD) | June 2014

Publication

Indexing on Modern Hardware: Hekaton and Beyond

David Lomet, Justin Levandoski, Sudipta Sengupta, Adrian Birka, Cristian Diaconu

Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2014 | June 2014

Data platforms and analytics

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