Analysis of log files to enable smart-troubleshooting in Industry 4.0: a systematic mapping study

S Partovian, A Bucaioni, F Flammini… - IEEE …, 2023 - ieeexplore.ieee.org
A crucial element of Industry 4.0, is the utilization of smart devices that generate log files.
Log files are key components containing data on system operations, faults (unexpected …

PVE: A log parsing method based on VAE using embedding vectors

W Yuan, S Ying, X Duan, H Cheng, Y Zhao… - Information Processing & …, 2023 - Elsevier
Log parsing is a critical task that converts unstructured raw logs into structured data for
downstream tasks. Existing methods often rely on manual string-matching rules to extract …

An interview study about the use of logs in embedded software engineering

N Yang, P Cuijpers, D Hendriks, R Schiffelers… - Empirical Software …, 2023 - Springer
Context Execution logs capture the run-time behavior of software systems. To assist
developers in their maintenance tasks, many studies have proposed tools to analyze …

TrinityRCL: Multi-Granular and Code-Level Root Cause Localization Using Multiple Types of Telemetry Data in Microservice Systems

S Gu, G Rong, T Ren, H Zhang, H Shen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The microservice architecture has been commonly adopted by large scale software systems
exemplified by a wide range of online services. Service monitoring through anomaly …

How Do Developers' Profiles and Experiences Influence their Logging Practices? An Empirical Study of Industrial Practitioners

G Rong, S Gu, H Shen, H Zhang… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
Logs record the behavioral data of running programs and are typically generated by
executing log statements. Software developers generally carry out logging practices with …

Robustness by Design

L Braubach, T Schulz, K Jander - International Symposium on Intelligent …, 2023 - Springer
Engineering software systems has become increasingly complex due to factors such as the
shift towards concurrency and distribution, as well as the adoption of DevOps principles for …

Pengembangan Aplikasi Monitoring Tambak Ikan Berbasis Internet of Things

R Dhamayanti, G Chudra… - Jambura Journal of …, 2023 - ejurnal.ung.ac.id
Milkfish is the largest freshwater fish commodity in Indonesia. Milkfish farming requires extra
care and maintenance because these fish are sensitive to the environment, which can affect …

Improving End to End Testing of a Complex Full Stack Software

I Loikkanen - 2024 - theseus.fi
A full stack application is a complex software, typically developed by multiple teams. If each
team tests only its own part, some integrations and the full end to end process won't be …

[PDF][PDF] An Automated Log Analyser for MACsec Protected Fronthaul Connections within a Base Station

V Surtaev - 2024 - theseus.fi
The increasing use of MACsec (Media Access Control Security) for securing fronthaul
connec-tions necessitates efficient log analysis for debugging and testing purposes. The …

[PDF][PDF] АДАПТИВНИЙ ПІДХІД ДО ЛОГУВАННЯ ЯК НОВИЙ ВИМІР СПОСТЕРЕЖНОСТІЗА ПРИКЛАДНИМ ПРОГРАМНИМ ЗАБЕЗПЕЧЕННЯМ

ІО Супруненко - Тези доповідей, 2023 - kbpz.kntu.kr.ua
Написання комп'ютерних рішень сьогодні відбувається простіше, аніж це було навіть 25
років тому. Це, в свою чергу, робить розробника продуктивнішим та дозволяє швидше …