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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

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

Project

GridBook

Natural Language Formulas for the Spreadsheet Grid Writing formulas on the spreadsheet grid is arguably the most widely practiced form of programming. Still, studies highlight the difficulties experienced by end-user programmers when learning and using…

Publication

Synthetic DNA applications in information technology

Linda C. Meiser, Bichlien Nguyen, Yuan-Jyue Chen, Jeff Nivala, Karin Strauss, Luis Ceze, Robert N. Grass

Nature Communications | January 2022

Publication

CompuCache: Remote Computable Caching using Spot VMs

Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu

Conference on Innovative Data Systems Research (CIDR 2022) | January 2022

Publication

Search-based Diverse Sampling from Real-world Software Product Lines

Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin 林庆维, Miqing Li, Xiaowei Yang

ICSE 2022 | January 2022

Project

Publication

DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning

Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin 林庆维, Dongmei Zhang

ICSE 2022 | January 2022

Project Project

Publication

Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless

Olga Poppe, Qun Guo, Willis Lang, Pankaj Arora, Morgan Oslake, Shize Xu, Ajay Kalhan

VLDB 2022 | January 2022

Video Project

Publication

Redy: Remote Dynamic Memory Cache

Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli

VLDB 2022 | December 2021

Project

Green Cloud Computing

We are actively pursuing a sustainable form of cloud computing, Green Cloud Computing, to reduce the energy consumption and cut down carbon emission accordingly.

Publication

Mobile Data Visualization

Bongshin Lee, Raimund Dachselt, Petra Isenberg, Eun Kyoung Choe

Published by Chapman and Hall/CRC | December 2021

Project

Data platforms and analytics

Highlights