Calculation of distributed system imbalance in condition of multifractal load

04/16/2019
by   Tamara Radivilova, et al.
0

The method of calculating a distributed system imbalance based on the calculation of node system load was proposed in the work. Calculation of node system load is carried out by calculating the average coefficient of utilization of CPU, memory, bandwidth of each system node, taking into account multifractal properties of input data flows. The simulation of the proposed method for different multifractal parameters was conducted. The simulation showed that the characteristics of multifractal traffic have a considerable effect on the system imbalance. Using the proposed method allows to distribute requests across the servers so that the deviation of the load servers from the average value was minimal, which allows to get higher system performance metrics and faster processing flows.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/10/2019

Analyzes of the Distributed System Load with Multifractal Input Data Flows

The paper proposes a solution an actual scientific problem related to lo...
research
04/16/2019

Dynamic load balancing algorithm of distributed systems

The dynamic load balancing algorithm based on the monitoring server load...
research
04/16/2019

The Methods to Improve Quality of Service by Accounting Secure Parameters

A solution to the problem of ensuring quality of service, providing a gr...
research
04/10/2019

Calculation of routing value in MPLS network according to traffic fractal properties

Method for calculating routing cost of MPLS network is presented in the ...
research
04/10/2019

Development of QoS methods in the information networks with fractal traffic

The paper discusses actual task of ensuring the quality of services in i...
research
07/15/2020

Auto Adaptive Irregular OpenMP Loops

OpenMP is a standard for the parallelization due to the ease in programm...
research
07/26/2022

Call Scheduling to Reduce Response Time of a FaaS System

In an overloaded FaaS cluster, individual worker nodes strain under leng...

Please sign up or login with your details

Forgot password? Click here to reset