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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

Hierarchical Classification via Orthogonal Transfer

Denny Zhou, Lin Xiao, Mingrui Wu

Proceedings of the 28th International Conference on Machine Learning (ICML) | June 2011

Publication

StreamRec: A Real-Time Recommender System

Badrish Chandramouli, Justin Levandoski, Ahmed Eldawy, Mohamed F. Mokbel

ACM SIGMOD International Conference on Management of Data (SIGMOD 2011) | June 2011

Project

Publication

Social Itinerary Recommendation from User-generated Digital Trails

Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo

Personal and Ubiquitous Computing | May 2011

Access Project Project

Publication

Disk-Locality in Datacenter Computing Considered Irrelevant

Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica

USENIX HotOS | May 2011

Publication

Operating Systems must support GPU abstractions

Chris Rossbach, Jon Currey, Emmett Witchel

The 13th Workshop on Hot Topics in Operating Systems (HotOS) | May 2011

Publication

CueT: Human-Guided Fast and Accurate Network Alarm Triage

Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian

CHI | May 2011

Best Paper Honorable Mention

Project

Publication

Reconfigurable Data Processing for Clouds

Anil Madhavapeddy, Satnam Singh

FPGAs for Custom Computing Machines 2011 | May 2011

Publication

PrefJoin: An Efficient Preference-aware Join Operator

Mohamed E. Khalefa, Mohamed F. Mokbel, Justin Levandoski

Data Engineering (ICDE), 2011 IEEE 27th International Conference on | May 2011

Publication

Online Job-Migration for Reducing the Electricity Bill

Navendu Jain, Niv Buchbinder, Ishai Menache

Proceedings of the 10th IEEE International Conference on Networking (IFIP Networking ’11) | May 2011

Publication

Optimizing Data Partitioning for Data-Parallel Computing

Qifa Ke, Vijayan Prabhakaran, Yinglian Xie, Yuan Yu, Jingyue Wu, Junfeng Yang

Hot Topics in Operating Systems (HotOS XIII) | May 2011

Data platforms and analytics

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