Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services
Publication Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback Lu Wang, Chaoyun Zhang, Ruomeng Ding, Yong Xu, Qihang Chen, Wentao Zou, Qingjun Chen, Meng Zhang, Xue‐Chao Gao, Hao Fan, S. Rajmohan, Qingwei Lin 林庆维 (qlin), Dongmei Zhang KDD’23 ADS | August 2023
Publication OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs Fotis Psallidas, Ashvin Agrawal, Chandru Sugunan, Khaled Ibrahim, Konstantinos Karanasos, Jesus Camacho-Rodriguez, A. Floratou, C. Curino, R. Ramakrishnan Proc. VLDB Endow. | August 2023, Vol 16: pp. 3662-3675
Publication Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen 49th International Conference on Very Large Data Bases – Demo Track | August 2023 Video
Publication Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri VLDB 2023 | August 2023 Best Paper Award Project
Publication Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Han Shi, Dongmei Zhang, Surajit Chaudhuri KDD 2023 | August 2023
Publication Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph Yiming Lin, Yeye He, Surajit Chaudhuri VLDB 2023 | August 2023 Project
Publication Databases on Modern Networks: A Decade of Research that now comes into Practice Alberto Lerner, Carsten Binnig, Phillipe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thorup, Tobias Ziegler 2023 Very Large Data Bases | August 2023 Tutorial Project
Publication PathLAD+: An Improved Exact Algorithm for Subgraph Isomorphism Problem Yiyuan Wang, Chenghou Jin, Shaowei Cai, Qingwei Lin 林庆维 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE) | August 2023, pp. 5639-5647
Publication A Systematic Evaluation of Machine Learning on Serverless Infrastructure Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang VLDB Journal | August 2023, Vol 33(2): pp. 425-449
Publication Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri KDD 2023 | August 2023 Project
Research
