Article (Scientific journals)
Loginson: a transform and load system for very large-scale log analysis in large IT infrastructures
Vega Moreno, Carlos Gonzalo; Roquero, Paula; Leira, Rafael et al.
2017In Journal of Supercomputing, 73 (9), p. 3879-3900
Peer reviewed
 

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Keywords :
Data repositories for log collection; Large datacenters; Log analysis; Operational intelligence
Abstract :
[en] Nowadays, most systems and applications produce log records that are useful for security and monitoring purposes such as debugging programming errors, checking system status, and detecting configuration problems or even attacks. To this end, a log repository becomes necessary whereby logs can be accessed and visualized in a timely manner. This paper presents Loginson, a high-performance log centralization system for large-scale log collection and processing in large IT infrastructures. Besides log collection, Loginson provides high-level analytics through a visual interface for the purpose of troubleshooting critical incidents. We note that Loginson outperforms all of the other log centralization solutions by taking full advantage of the vertical scalability, and therefore decreasing Capital Expenditure (CAPEX) and Operating Expense (OPEX) costs for deployment scenarios with a huge volume of log data. © 2017, Springer Science+Business Media New York.
Disciplines :
Computer science
Author, co-author :
Vega Moreno, Carlos Gonzalo ;  Universidad Autónoma de Madrid > Escuela Politécnica Superior, Departamento de Tecnología Electrónica y de las Comunicaciones
Roquero, Paula;  Universidad Autónoma de Madrid > Escuela Politécnica Superior, Departamento de Tecnología Electrónica y de las Comunicaciones
Leira, Rafael;  Universidad Autónoma de Madrid > Escuela Politécnica Superior, Departamento de Tecnología Electrónica y de las Comunicaciones
Gonzalez, Iván;  Universidad Autónoma de Madrid > Escuela Politécnica Superior, Departamento de Tecnología Electrónica y de las Comunicaciones
Aracil, Javier;  Universidad Autónoma de Madrid > Escuela Politécnica Superior, Departamento de Tecnología Electrónica y de las Comunicaciones
External co-authors :
yes
Title :
Loginson: a transform and load system for very large-scale log analysis in large IT infrastructures
Publication date :
2017
Journal title :
Journal of Supercomputing
ISSN :
0920-8542
Publisher :
Springer New York LLC
Volume :
73
Issue :
9
Pages :
3879-3900
Peer reviewed :
Peer reviewed
Focus Area :
Computational Sciences
Available on ORBilu :
since 12 November 2018

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