Landscape of automated log analysis: A systematic literature review and mapping study

Ł Korzeniowski, K Goczyła - IEEE Access, 2022 - ieeexplore.ieee.org
Logging is a common practice in software engineering to provide insights into working
systems. The main uses of log files have always been failure identification and root cause …

Towards event aggregation for reducing the volume of logged events during IKC stages of APT attacks

AA Ramaki, A Ghaemi-Bafghi… - arXiv preprint arXiv …, 2021 - arxiv.org
Nowadays, targeted attacks like Advanced Persistent Threats (APTs) has become one of the
major concern of many enterprise networks. As a common approach to counter these …

Nowhere to hide methodology: Application of clustering fault diagnosis in the nuclear power industry

C Zong, S Huang, E Liu, Y Yao, SQ Tang - IEEE Access, 2019 - ieeexplore.ieee.org
When a system crashes, fast and accurate log-based fault diagnosis can remarkably reduce
the recovery time of the system and avoid further economic losses. Especially for the nuclear …

Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications

S Khan, X Liu, SA Ali, M Alam - Advances in Computers, 2023 - Elsevier
With the explosion of social media, the Web, Internet of Things, and the proliferation of smart
devices, large amounts of data are being generated each day. However, traditional data …

Log File Template Detection as a Multi-Objective Optimization Problem

E Baburaj - International Journal of Swarm Intelligence Research …, 2022 - igi-global.com
There is a need for automatic log file template detection tool to find out all the log messages
through search space. On the other hand, the template detection tool should cope with two …

Implementation of Centralized Logging and Log Analysis in Cloud Transition

A Vainio - 2018 - aaltodoc.aalto.fi
Centralized logging can be used to collect log data from multiple log files on multiple
separate server machines and transmit the data to a single centralized location. Log …

QBT: Efficient and Flexible Resource Allocation Method for Data Center of State Grid Scenario

Z Ren, J Wang, G Lyu, P Liu, W Zhou… - … Science, Engineering and …, 2021 - Springer
With the rapid development of computer technology, service platforms have increasingly
become the industry's first choice for building service center. In order to use resources more …

Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas

S Khan, X Liu, SA Ali, M Alam - arXiv preprint arXiv:1911.11181, 2019 - arxiv.org
Big data systems development is full of challenges in view of the variety of application areas
and domains that this technology promises to serve. Typically, fundamental design …

KISS methodologies for network management and anomaly detection

C Vega, J Aracil, E Magana - 2018 26th International …, 2018 - ieeexplore.ieee.org
Current networks are increasingly growing in size, complexity and the amount of monitoring
data that they produce, which requires complex data analysis pipelines to handle data …

Integración de datos institucionales heterogéneos en plataforma abierta y distribuida

T Socorro Del Pozo - 2024 - digibuo.uniovi.es
La integración de datos es un proceso fundamental en el ámbito de la gestión de la
información. Con el aumento exponencial de la cantidad y variedad de datos generados por …