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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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发布日期

论文与出版物

TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models

Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang

The 63rd Annual Meeting of the Association for Computational Linguistics (ACL ’25) | July 2025

项目

播客

How AI will accelerate biomedical research and discovery

2025年7月10日

Daphne Koller, Noubar Afeyan, and D…

论文与出版物

Scaling GPU-Accelerated Databases Beyond GPU Memory Size

Yinan Li, Bailu Ding, Ziyun Wei, Lukas M. Maas, Momin Al-Ghosien, Spyros Blanas, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Craig Peeper, Kaushik Rajan, Surajit Chaudhuri, Johannes Gehrke

Proc. VLDB Endow. | June 2025, 第 18 卷: pp. 4518-4531

论文与出版物

Autotuning Systems: Techniques, Challenges, and Opportunities

Brian Kroth, Sergiy Matusevych, Yiwen Zhu

SIGMOD 2025 | June 2025

论文与出版物

First Workshop Connecting Academia and Industry on Modern Integrated Database and AI Systems (MIDAS)

Avrilia Floratou, Subru Krishnan, Jignesh M. Patel

2025 International Conference on Management of Data | June 2025

论文与出版物

Rockhopper: A Robust Optimizer for Spark Configuration Tuning in Production Environment

Yiwen Zhu, Rathijit Sen, Brian Kroth, Sergiy Matusevych, Andreas Mueller, Tengfei Huang, Rahul Challapalli, Weihan Tang, Xin He, Mo Liu, Estera Kot, Sule Kahraman, Arshdeep Sekhon, Dario Bernal, Aditya Lakra, Shaily Fozdar, Dhruv Relwani, Rui Fang, Long Tian, Karuna Sagar Krishna, Ashit Gosalia, Carlo Curino, Subru Krishnan

Companion of the 2025 International Conference on Management of Data | June 2025

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