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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

OpinionSeer: Interactive Visualization of Hotel Customer Feedback

Yingcai Wu, Furu Wei, Shixia Liu, Norman Au, Weiwei Cui, Hong Zhou, Huamin Qu

IEEE Transactions on Visualization and Computer Graphics | November 2010, pp. 1109-1118

Publication

SparkClouds: Visualizing Trends in Tag Clouds

Bongshin Lee, Amy Karlson, Nathalie Henry Riche

In IEEE TVCG (Proceedings of Infovis 2010) | November 2010

Publication

Drive smartly as a taxi driver

Yu Zheng, Jing Yuan, Wenlei Xie, Xing Xie, Guangzhong Sun

UIC 2010 | October 2010

UIC 2010

Project

Publication

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Project

Publication

AllocRay: memory allocation visualization for unmanaged languages

George G. Robertson, Trishul Chilimbi, Bongshin Lee

SOFTVIS ’10 Proceedings of the 5th international symposium on Software visualization | October 2010

Publication

Smart Itinerary Recommendation based on User-Generated GPS Trajectories

Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo

Proceedings of the International Conference on Ubiquitous Intelligence and Computing | October 2010

Best Paper Award

Project Project Project

Publication

An Analysis of the Effect of Code Ownership on Software Quality across Windows, Eclipse, and Firefox

Harald Gall, Premkumar Devanbu, Brendan Murphy, Christian Bird, Nachi Nagappan

MSR-TR-2010-140 | October 2010

Project

Publication

Nectar: Automatic Management of Data and Computation in Datacenters

Pradeep Kumar Gunda, Lenin Ravindranath, Chandu Thekkath, Yuan Yu, Li Zhuang

Proceedings of the 9th Symposium on Operating Systems Design and Implementation (OSDI) | October 2010

Project

Publication

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

USENIX OSDI | October 2010

Publication

Skyline Query Processing for Uncertain Data ˆ—

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

In Proceedings of the International Conference on Information and Knowledge Management, CIKM | October 2010

Data platforms and analytics

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