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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

The Bw-Tree: A B-tree for New Hardware Platforms

Justin Levandoski, David Lomet, Sudipta Sengupta

2013 IEEE 29th International Conference on Data Engineering (ICDE) | April 2013

Publication

Identifying Hot and Cold Data in Main-Memory Databases

Justin Levandoski, Paul Larson, Radu Stoica

2013 IEEE 29th International Conference on Data Engineering (ICDE) | April 2013

Publication

Fast peak-to-peak behavior with SSD buffer pool

Jaeyoung Do, Donghui Zhang, J. M. Patel, D. J. DeWitt

International Conference on Data Engineering | April 2013

Publication

Sharing News, Making Sense, Saying Thanks: Patterns of Talk on Twitter during the Queensland Floods

Frances Shaw, Jean Burgess, Kate Crawford, Axel Bruns

Australian Journal of Communication | April 2013, Vol 40(1): pp. 23-40

Publication

Predicting query execution time: Are optimizer cost models really unusable?

Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigümüs, Jeffrey F. Naughton

29th IEEE International Conference on Data Engineering (ICDE 2013) | April 2013

Publication

The Hidden Biases in Big Data

Kate Crawford

Harvard Business Review | April 2013

Publication

Publicly Verifiable Grouped Aggregation Queries on Outsourced Data Streams

Suman Nath, Ramarathnam Venkatesan

ICDE’13: 29th IEEE International Conference on Data Engineering | April 2013

Publication

Exploring Notice and Choice: Design Guidelines for a User-Centered Permission Model for Personalized Services

Maritza Johnson, Oriana Riva, Jaeyeon Jung, David Wagner

MSR-TR-2013-131 | April 2013

Publication

Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference

Tanuja Ganu, Shirish Shevade, Sundararajan Sellamanickam

SIAM International Conference on Data Mining (SDM) | April 2013

Publication

T-Share: A Large-Scale Dynamic Taxi Ridesharing Service

Shuo Ma, Yu Zheng, Ouri Wolfson

Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013

The Best Paper Runner-Up Award

Project

Data platforms and analytics

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