SANER 2025
Tue 4 - Fri 7 March 2025 Montréal, Québec, Canada

This program is tentative and subject to change.

Thu 6 Mar 2025 14:42 - 14:49 at Galerie Rolland (B-600.16) - Tool Demo and Showcase

The development of effective diagnostic methodologies for software system failures is of paramount importance. Traditional methods, which rely on specialized terminology and intricate reasoning, require users to have a technical background, resulting in reduced flexibility and decreased user-friendliness. With the rise of generative large language models, optimizing human-computer interaction has become a critical area of focus. Additionally, the inherent intelligence and extensive knowledge of large language models make them both easy and effective to employ for fault diagnosis assistance. We introduce IFKG, an advanced tool for diagnosing software system failures. IFKG integrates generative large language models with knowledge graphs, employing natural language interactions to implement fault detection and deliver solutions. IFKG enables users to upload descriptive problems, retrieve pertinent information from the knowledge graph, and present diagnostic results in natural language. Our accuracy assessments across diverse software system failures indicate that the IFKG provides targeted and actionable recommendations, effectively assisting users in addressing a range of software system issues. The tool is available on GitHub at https://github.com/mako-xx/IFKG, and the demo video can be found on YouTube: https://youtu.be/Die2vgZm2hk.

This program is tentative and subject to change.

Thu 6 Mar

Displayed time zone: Eastern Time (US & Canada) change

14:00 - 15:30
14:00
7m
Talk
AIOpsArena: Scenario-Oriented Evaluation and Leaderboard for AIOps Algorithms in Microservices
Tool Demo Track
Yongqian Sun Nankai University, Jiaju Wang nankai university, Zhengdan Li Nankai University, Xiaohui Nie Computer Network Information Center at Chinese Academy of Sciences, Minghua Ma Microsoft Research, Shenglin Zhang Nankai University, Yuhe Ji Nankai University, Lu Zhang Peking University, Wen Long Nankai University, Yongnan Luo Nankai University, Hengmao Chen BizSeer, Dan Pei Tsinghua University
14:07
7m
Talk
AutoGuard: Reporting breaking changes of REST APIs from Java Spring Boot source code
Tool Demo Track
Alexander Lercher University of Klagenfurt, Clemens Bauer University of Klagenfurt, Christian Macho University of Klagenfurt, Martin Pinzger Universität Klagenfurt
14:14
7m
Talk
ContractViz: Extending Eclipse Trace Compass for Smart Contract Transaction Analysis
Tool Demo Track
Xiaolin Liu KTH Royal Institute of Technology, Adel Belkhiri École Polytechnique de Montréal, Mónica Jin KTH Royal Institute of Technology, Yi Li Nanyang Technological University, Cyrille Artho KTH Royal Institute of Technology, Sweden
14:21
7m
Talk
DATSO: A Difficulty Assessment Tool for Stack Overflow Questions
Tool Demo Track
Aman Swaraj Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Neha Gujar Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Manashree Kalode Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Bhoomi Bonal Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Krishna Agarwal Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Sandeep Kumar Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India
14:28
7m
Talk
DragonRadar: Fuzzing Linux Kernel Deployed in Cloud-Native Environment
Tool Demo Track
Heyuan Shi Central South University, Weibo Zhang Central South University, Runzhe Wang Alibaba Group, Xiaohai Shi Alibaba Group, Guoyu Yin Central South University, Shijun Chen Central South University, Yuhan Chen Central South Sniversity, Qiang Zhang Hunan University, Jianzhong Liu Tsinghua University, Yuheng Shen Tsinghua University
14:35
7m
Talk
GHAminer: An Open Source Tool to Extract GitHub Actions Build Metrics
Tool Demo Track
Jasem Khelifi ETS Montreal, University of Quebec, Yacine Benzina ETS Montreal, University of Quebec, Moataz Chouchen Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada, Ali Ouni ETS Montreal, University of Quebec, Mohammed SAYAGH Queen's University, Salah Bouktif United Arab Emirates University
14:42
7m
Talk
IFKG: An Intelligent Fault Diagnosis Tool with Knowledge Graph and Generative LLM
Tool Demo Track
Xixuan Yang School of Software and Microelectronics, Peking University, Tong Jia Institute for Artificial Intelligence, Peking University, Beijing, China, Ying Li School of Software and Microelectronics, Peking University, Beijing, China, Gang Huang School of Software and Microelectronics, Peking University
14:49
7m
Talk
LeakageDetector: An Open Source Data Leakage Analysis Tool in Machine Learning Pipelines
Tool Demo Track
Eman Abdullah AlOmar Stevens Institute of Technology, USA, Catherine DeMario Stevens Institute of Technology, Roger Shagawat Stevens Institute of Technology, Brandon Kreiser Stevens Institute of Technology
14:56
7m
Talk
MDRE-LLM: A Tool for Analysing and Applying LLMs in Software Reverse Engineering
Tool Demo Track
Artur Boronat University of Leicester, Jawad Mustafa University of Leicester