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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

All-Distances Sketches, Revisited: HIP Estimators for Massive Graphs Analysis

Edith Cohen

ACM SIGMOD/PODS 2014, PODS 2014 | June 2014

Full version of ACM SIGMOD/PODS 2014 paper

Publication

Exploiting Wikipedia Inlinks for Linking Entities in Queries

Priya Radhakrishnan, Romil Bansal

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

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

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

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

Black-box non-black-box zero knowledge

Vipul Goyal, Rafail Ostrovsky, Alessandra Scafuro, Ivan Visconti

STOC ’14 Proceedings of the forty-sixth annual ACM symposium on Theory of computing | May 2014

Publication

The Anxieties of Big Data

Kate Crawford

The New Inquiry | May 2014

Publication

Enriching ODIN

Fei Xia, Will Lewis, Michael Wayne Goodman, Joshua Crowgey, Emily M. Bender

LREC | May 2014

Video

Keynote: Data-Driven Computing

May 21, 2014 | Tony Hey

Chair: Jaime Puente, Microsoft Research Speaker: Tony Hey, Vice President, Microsoft Research The term ubiquitous computing, and the rich research it engenders, has been with us for many years. Today we are seeing the results…

57:36

Data platforms and analytics

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