Article (Scientific journals)
Unveiling Network and Service Performance Degradation in the Wild with mPlane
Casas, Pedro; Fiadino, Pierdomenico; Wassermann, Sarah et al.
2016In IEEE Communications Magazine
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Keywords :
mPlane; Distributed Measurements; Internet Monitoring; Automatic Troubleshooting Support; Anomaly Detection
Abstract :
[en] Unveiling network and service performance issues in complex and highly decentralized systems such as the Internet is a major challenge. Indeed, the Internet is based on decentralization and diversity. However, its distributed nature leads to operational brittleness and difficulty in identifying the root causes of performance degradation. In such a context, network measurements are a fundamental pillar to shed light and to unveil design and implementation defects. To tackle this fragmentation and visibility problem, we have recently conceived mPlane, a distributed measurement platform which runs, collects and analyses traffic measurements to study the operation and functioning of the Internet. In this paper, we show the potentiality of the mPlane approach to unveil network and service degradation issues in live, operational networks, involving both fixed-line and cellular networks. In particular, we combine active and passive measurements to troubleshoot problems in end-customer Internet access connections, or to automatically detect and diagnose anomalies in Internet-scale services (e.g., YouTube) which impact a large number of end-users.
Disciplines :
Computer science
Author, co-author :
Casas, Pedro
Fiadino, Pierdomenico
Wassermann, Sarah ;  Université de Liège - ULiège > Master sc. informatiques, à fin.
Traverso, Stefano
D'Alconzo, Alessandro
Tego, Edion
Matera, Francesco
Mellia, Marco
Language :
Title :
Unveiling Network and Service Performance Degradation in the Wild with mPlane
Publication date :
Journal title :
IEEE Communications Magazine
Publisher :
Communications Society of Institute of Electrical and Electronics Engineers, New-York, United States - New York
Peer reviewed :
Peer Reviewed verified by ORBi
European Projects :
FP7 - 318627 - MPLANE - mPlane – an Intelligent Measurement Plane for Future Network and Application Management
Funders :
CE - Commission Européenne [BE]
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