Return to search

Real-Time Monitoring of Global Variables in Large-Scale Dynamic Systems

<p>Large-scale dynamic systems, such as the Internet, as well as emerging peer-to-peer networks and computational grids, require a high level of awareness of the system state in real-time for proper and reliable operation. A key challenge is to develop monitoring functions that are efficient, scalable, robust and controllable. The thesis addresses this challenge by focusing on engineering protocols for distributed monitoring of global state variables. The global variables are network-wide aggregates, computed from local device variables using aggregation functions such as SUM, MAX, AVERAGE, etc. Furthermore, it addresses the problem of detecting threshold crossing of such aggregates. The design goals for the protocols are efficiency, quality, scalability, robustness and controllability. The work presented in this thesis has resulted in two novel protocols: a gossip-based protocol for continuous monitoring of aggregates called G-GAP, and a tree-based protocol for detecting thresh old crossings of aggregates called TCA-GAP. The protocols have been evaluated against the design goals through three complementing evaluation methods: theoretical analysis, simulation study and testbed implementation. </p>

Identiferoai:union.ndltd.org:UPSALLA/oai:DiVA.org:kth-4646
Date January 2007
CreatorsWuhib, Fetahi Zebenigus
PublisherKTH, Communication Networks, Stockholm : Kommunikationsnät
Source SetsDiVA Archive at Upsalla University
LanguageEnglish
Detected LanguageEnglish
TypeLicentiate thesis, comprehensive summary, text
RelationTrita-EE, 1653-5146 ; 2007:065

Page generated in 0.0016 seconds