Title :
Web-Based Performance Monitor for Distributed Computing
Author :
Kai Hua ; Kai Wu ; Yi Ding ; Wei-Tek Tsai
Author_Institution :
State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China
Abstract :
Performance monitoring tools have received significant attention recently. On the one side, it is necessary to support managing increasingly complex hardware and software infrastructures; on the other side, it can provide user system load and application running information in real time so as to guide user´s resource request scheme and program optimization. The hot research issues are associated with some important software properties, such as scalability, elasticity, adaptability and timeliness. Based on the ADS principle, to meet large-scale and continuous monitoring of applications online, this paper proposes a Web-based scalable performance monitoring system framework with a flexible configurable network to address the massive amounts performance data obtained in timeliness. An online transport network is constructed in charge of collecting and processing performance data during execution from different node. It can make the global information available at runtime. Several initialized strategies of Tree-based overlay network are discussed in different cases. A tool has been developed and experimented, and it has been to be effective by many statistics.
Keywords :
distributed programming; software performance evaluation; system monitoring; ADS principle; Web-based scalable performance monitoring system framework; application running information; complex hardware infrastructures; complex software infrastructures; distributed computing; flexible configurable network; online transport network; performance data collection; performance data processing; performance monitoring tools; program optimization; software adaptability; software elasticity; software properties; software scalability; software timeliness; system load; tree-based overlay network; user resource request scheme; Instruments; Iron; Libraries; Monitoring; Open systems; Resource management; Software; ADS; distributed computing; performance monitoring; transport network;
Conference_Titel :
Autonomous Decentralized Systems (ISADS), 2015 IEEE Twelfth International Symposium on
Conference_Location :
Taichung
Print_ISBN :
978-1-4799-8260-8
DOI :
10.1109/ISADS.2015.64