Analyzes of the Distributed System Load with Multifractal Input Data Flows

Radivilova, T.; Kirichenko, L.

Публікація:
Analyzes of the Distributed System Load with Multifractal Input Data Flows

dc.contributor.author	Radivilova, T.
dc.contributor.author	Kirichenko, L.
dc.date.accessioned	2017-03-21T12:47:04Z
dc.date.available	2017-03-21T12:47:04Z
dc.date.issued	2017
dc.description	The paper proposes a solution an actual scientific problem related to load balancing and efficient utilization of resources of the distributed system. The proposed method is based on calculation of load CPU, memory, and bandwidth by flows of different classes of service for each server and the entire distributed system and taking into account multifractal properties of input data flows. Weighting factors were introduced that allow to determine the significance of the characteristics of server relative to each other. Thus, this method allows to calculate the imbalance of the all system servers and system utilization. The simulation of the proposed method for different multifractal parameters of input flows was conducted. The simulation showed that the characteristics of multifractal traffic have a appreciable effect on the system imbalance. The usage of proposed method allows to distribute requests across the servers thus that the deviation of the load servers from the average value was minimal, that allows to get a higher metrics of system performance and faster processing flows.	uk_UA
dc.description.abstract	The paper proposes a solution an actual scientific problem related to load balancing and efficient utilization of resources of the distributed system. The proposed method is based on calculation of load CPU, memory, and bandwidth by flows of different classes of service for each server and the entire distributed system and taking into account multifractal properties of input data flows. Weighting factors were introduced that allow to determine the significance of the characteristics of server relative to each other. Thus, this method allows to calculate the imbalance of the all system servers and system utilization. The simulation of the proposed method for different multifractal parameters of input flows was conducted. The simulation showed that the characteristics of multifractal traffic have a appreciable effect on the system imbalance. The usage of proposed method allows to distribute requests across the servers thus that the deviation of the load servers from the average value was minimal, that allows to get a higher metrics of system performance and faster processing flows.	uk_UA
dc.identifier.citation	Lyudmyla Kirichenko, Tamara Radivilova. Analyzes of the Distributed System Load with Multifractal Input Data Flows. CADSM'2017 14th International Conference “The experience of designing and application of cad systems in microelectronics”, February 21-25, 2017, Polyana. – P.260-264.	uk_UA
dc.identifier.isbn	978-1-5090-5044-4
dc.identifier.uri	http://openarchive.nure.ua/handle/document/3599
dc.language.iso	en	uk_UA
dc.subject	load balancing	uk_UA
dc.subject	distributed system	uk_UA
dc.title	Analyzes of the Distributed System Load with Multifractal Input Data Flows	uk_UA
dc.type	Conference proceedings	uk_UA
dspace.entity.type	Publication