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信息科学与技术学院 [10]
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何静竹 [10]
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Self-Supervised Machine Learning Framework for Online Container Security Attack Detection
期刊论文
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2024, 卷号: 19, 期号: 3
作者:
Tunde-Onadele, Olufogorehan
;
Lin, Yuhang
;
Gu, Xiaohui
;
He, Jingzhu
;
Latapie, Hugo
Adobe PDF(22391Kb)
  |  
收藏
  |  
浏览/下载:41/1
  |  
提交时间:2024/10/25
Adversarial machine learning
Contrastive Learning
Federated learning
Semi-supervised learning
Unsupervised learning
Additional key word and phrasesperformance debugging
Attack detection
Causal analysis
Hybrid learning
Key words
Learning frameworks
Learning schemes
Microservice
Security attacks
Supervised machine learning
An LLM-based Readability Measurement for Unit Tests' Context-aware Inputs
预印本
2024
作者:
Zhou, Zhichao
;
Tang, Yutian
;
Lin, Yun
;
He, Jingzhu
Adobe PDF(788Kb)
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收藏
  |  
浏览/下载:77/0
  |  
提交时间:2024/08/14
readability
test generation
large language models
QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), Shenzhen, China, 7-13 July 2024
作者:
Cao Hongchen
;
Liu Xinrui
;
Guo Hengquan
;
He Jingzhu
;
Liu Xin
Adobe PDF(1796Kb)
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收藏
  |  
浏览/下载:83/2
  |  
提交时间:2024/09/24
Coverage Goal Selector for Combining Multiple Criteria in Search-Based Unit Test Generation
期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2024, 卷号: PP, 期号: 99, 页码: 1-28
作者:
Zhou, Zhichao
;
Zhou, Yuming
;
Fang, Chunrong
;
Chen, Zhenyu
;
Luo, Xiapu
Adobe PDF(4372Kb)
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收藏
  |  
浏览/下载:204/24
  |  
提交时间:2024/03/08
SBST
software testing
test generation
Budget control
Genetic algorithms
Java programming language
Software design
Correlation
Coverage criteria
Java
Optimisations
Search-based software testing
Software testings
Test case
Test generations
Test pattern generator
POBO: Safe and optimal resource management for cloud microservices
期刊论文
PERFORMANCE EVALUATION, 2023, 卷号: 162, 期号: 4, 页码: 20-21
作者:
Guo, Hengquan
;
Cao, Hongchen
;
He, Jingzhu
;
Liu, Xin
;
Shi, Yuanming
Adobe PDF(2115Kb)
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收藏
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浏览/下载:254/1
  |  
提交时间:2023/10/27
Natural resources management
Bayesian optimization
Dual optimizations
Microservice resource management
Penalty-based design
Primal-dual
Primal–dual optimization
Resource configurations
Resource management
Safe bayesian optimization
Servicelevel agreement (SLA)
A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks
预印本
2023
作者:
Shao, Weijie
;
Gao, Yuyang
;
Song, Fu
;
Chen, Sen
;
Fan, Lingling
Adobe PDF(840Kb)
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收藏
  |  
浏览/下载:188/0
  |  
提交时间:2024/01/09
Understanding Software Security Vulnerabilities in Cloud Server Systems
会议论文
PROCEEDINGS - 2022 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING, IC2E 2022, Pacific Grove, CA, United states, September 26, 2022 - September 30, 2022
作者:
Tunde-Onadele, Olufogorehan
;
Lin, Yuhang
;
Gu, Xiaohui
;
He, Jingzhu
Adobe PDF(309Kb)
  |  
收藏
  |  
浏览/下载:234/0
  |  
提交时间:2022/12/16
Cloud security
Intrusion detection
Bug study
Cloud securities
Cloud servers
Cloud systems
Intrusion Detection Systems
Real-world
Security vulnerabilities
Server system
Software security
Vulnerability detection
PerfSig: Extracting Performance Bug Signatures via Multi-modality Causal Analysis
会议论文
PROCEEDINGS - INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, Pittsburgh, PA, United states, May 22, 2022 - May 27, 2022
作者:
He, Jingzhu
;
Lin, Yuhang
;
Gu, Xiaohui
;
Yeh, Chin-Chia Michael
;
Zhuang, Zhongfang
Adobe PDF(681Kb)
  |  
收藏
  |  
浏览/下载:266/0
  |  
提交时间:2022/07/29
Anomaly detection
Information theory
Program debugging
Reliability analysis
Anomaly patterns
Bug signature
Causal analysis
Debugging
Machine data
Multi-modality
Performance
Performance bugs
Root cause
Software-Reliability
SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications
会议论文
PROCEEDINGS - 2022 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS, ACSOS 2022, Virtual, Online, United states, September 19, 2022 - September 23, 2022
作者:
Lin, Yuhang
;
Tunde-Onadele, Olufogorehan
;
Gu, Xiaohui
;
He, Jingzhu
;
Latapie, Hugo
Adobe PDF(1358Kb)
  |  
收藏
  |  
浏览/下载:213/0
  |  
提交时间:2022/12/02
Errors
Learning systems
Supervised learning
Attack detection
Container security
Data labelling
Hybrid learning
Hybrid machine learning
Learning schemes
Security attack detection
Security attacks
Supervised machine learning
Unsupervised machine learning
TFix+: Self-configuring Hybrid Timeout Bug Fixing for Cloud Systems
预印本
2021
作者:
He, Jingzhu
;
Dai, Ting
;
Gu, Xiaohui
Adobe PDF(931Kb)
  |  
收藏
  |  
浏览/下载:134/0
  |  
提交时间:2024/01/09
Reliability
availability
and serviceability
Distributed debugging
Automatic bug fixing
Diagnostics
Performance