18 citations · 26 across the 5 of their papers we have counts for
5 papers
Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis
Lixi Zhou, Lei Yu, Jia Zou +1
Protecting sensitive information in diagnostic data such as logs, is a critical concern in the industrial software diagnosis and debugging process. While there are many tools devel…
A Comparison of Decision Forest Inference Platforms from A Database Perspective
Hong Guan, Mahidhar Reddy Dwarampudi, Venkatesh Gunda +3
Decision forest, including RandomForest, XGBoost, and LightGBM, is one of the most popular machine learning techniques used in many industrial scenarios, such as credit card fraud…
Documentation based Semantic-Aware Log Parsing
Lei Yu, Tian Wu, Jiaqi Li +3
With the recent advances of deep learning techniques, there are rapidly growing interests in applying machine learning to log data. As a fundamental part of log analytics, accurate…
Serving Deep Learning Models with Deduplication from Relational Databases
Lixi Zhou, Jiaqing Chen, Amitabh Das +4
There are significant benefits to serve deep learning models from relational databases. First, features extracted from databases do not need to be transferred to any decoupled deep…
Knowledge & Learning-based Adaptable System for Sensitive Information Identification and Handling
Akshar Kaul, Manish Kesarwani, Hong Min +1
Diagnostic data such as logs and memory dumps from production systems are often shared with development teams to do root cause analysis of system crashes. Invariably such diagnosti…