Analyzes of the Distributed System Load with Multifractal Input Data Flows
Електронного архіву Харківського національного університету радіоелектроніки (Open Access Repository of KHNURE)
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Analyzes of the Distributed System Load with Multifractal Input Data Flows
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| Creator |
Radivilova, T.
Kirichenko, L. |
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| Subject |
load balancing
distributed system |
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| 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.
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. |
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| Date |
2017-03-21T12:47:04Z
2017-03-21T12:47:04Z 2017 |
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| Type |
Conference proceedings
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| Identifier |
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.
978-1-5090-5044-4 http://openarchive.nure.ua/handle/document/3599 |
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| Language |
en
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