Title :
A monitoring system with dynamic-deployed probes in large-scale network
Author :
Jing Chang ; Yuehui Jin ; Tan Yang
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Because of the complex structure of large-scale network, it is necessary to study a targeted monitoring method. This article describes the cloud monitoring system, which consists of a cloud monitoring platform and several probes deployed in the network. For the selection of monitoring nodes, it must be weighed cost against coverage. In order to minimizing the number of probes, it developed a method of network monitoring and probe deployment which is based on ant colony optimization (ACO). This system provides three monitoring methods to meet the needs of different users, which also deploys the probes dynamically and adjusts position flexibly in the monitoring process. It tests and collects measured data on the global overlay test-bed PlanetLab.
Keywords :
ant colony optimisation; cloud computing; ACO; ant colony optimization; cloud monitoring system; dynamic-deployed probe; global overlay test-bed PlanetLab; large-scale network monitoring; Ant colony optimization; Extraterrestrial measurements; Heuristic algorithms; Monitoring; Network topology; Optimization; Probes; dynamic deployment; large-scale network; network measurement; node selection;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
DOI :
10.1109/ICCSNT.2013.6967253