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Towards Log Slicing
Dawes, Joshua; Shin, Donghwan; Bianculli, Domenico
2023In Fundamental Approaches to Software Engineering (FASE 2023) Proceedings
Peer reviewed
 

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Keywords :
Log; Program Analysis; Static Slicing
Abstract :
[en] This short paper takes initial steps towards developing a novel approach, called log slicing, that aims to answer a practical question in the field of log analysis: Can we automatically identify log messages related to a specific message (e.g., an error message)? The basic idea behind log slicing is that we can consider how different log messages are "computationally related" to each other by looking at the corresponding logging statements in the source code. These logging statements are identified by 1) computing a backwards program slice, using as criterion the logging statement that generated a problematic log message; and 2) extending that slice to include relevant logging statements. The paper presents a problem definition of log slicing, describes an initial approach for log slicing, and discusses a key open issue that can lead towards new research directions.
Research center :
- Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SVV - Software Verification and Validation
Disciplines :
Computer science
Author, co-author :
Dawes, Joshua ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SVV
Shin, Donghwan
Bianculli, Domenico  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SVV
External co-authors :
yes
Language :
English
Title :
Towards Log Slicing
Publication date :
April 2023
Event name :
26th International Conference on Fundamental Approaches to Software Engineering
Event place :
Paris, France
Event date :
from 22-4-2023 to 27-4-2023
Audience :
International
Main work title :
Fundamental Approaches to Software Engineering (FASE 2023) Proceedings
Publisher :
Springer, Cham, Switzerland
Collection name :
LNCS
Peer reviewed :
Peer reviewed
Focus Area :
Security, Reliability and Trust
European Projects :
H2020 - 957254 - COSMOS - DevOps for Complex Cyber-physical Systems
Funders :
CE - Commission Européenne [BE]
Union Européenne [BE]
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since 05 February 2023

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