Name
Title | ||
|---|---|---|
Argus: End-to-end service anomaly detection and localization from an ISP's point of view |
Abstract | ||
|---|---|---|
Recent trends in the networked services industry (e.g., CDN, VPN, VoIP, IPTV) see Internet Service Providers (ISPs) leveraging their existing network connectivity to provide an end-to-end solution. Consequently, new opportunities are available to monitor and improve the end-to-end service quality by leveraging the information from inside the network. We propose a new approach to detect and localize end-to-end service quality issues in such ISP-managed networked services by utilizing traffic data passively monitored at the ISP side, the ISP network topology, routing tables and geographic information. This paper presents the design of a generic service quality monitoring system “Argus”. Argus has been successfully deployed in a tier-1 ISP to monitor millions of users of its CDN service and assist operators to detect and localize end-to-end service quality issues. This operational experience demonstrates that Argus is effective in accurate, quick detection and localization of important service quality issues. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/INFCOM.2012.6195694 | INFOCOM |
Keywords | Field | DocType |
end-to-end service anomaly detection,geographic information,end-to-end service quality,network connectivity,isp-managed networked services,routing tables,tier-1 isp,internet service providers,computerised monitoring,computer network security,end-to-end service anomaly localization,isp network topology,telecommunication network topology,traffic data,argus,computer network performance evaluation,internet,service quality monitoring system,cdn service,telecommunication network routing,networked services industry,anomaly detection,routing,service quality,time series analysis,tier 1 isp,measurement,network topology,robustness | Service quality,Computer security,Computer science,End-to-end principle,Network security,Computer network,Network topology,IPTV,Routing table,The Internet,Voice over IP | Conference |
ISSN | ISBN | Citations |
0743-166X | 978-1-4673-0773-4 | 32 |
PageRank | References | Authors |
1.07 | 5 | 8 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| He Yan | 1 | 72 | 4.56 |
| Ashley Flavel | 2 | 70 | 3.70 |
| Zihui Ge | 3 | 847 | 55.97 |
| Alexandre Gerber | 4 | 1780 | 107.04 |
| Daniel Massey | 5 | 408 | 35.55 |
| Christos Papadopoulos | 6 | 1473 | 153.67 |
| Hiren Shah | 7 | 32 | 1.07 |
| Jennifer Yates | 8 | 790 | 64.51 |