Skip to main content
Erschienen in: The Journal of Supercomputing 5/2020

03.09.2018

Research on web server cluster load balancing algorithm in web education system

verfasst von: Anji Yu, Shimin Yang

Erschienen in: The Journal of Supercomputing | Ausgabe 5/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The load balancing algorithm of web server cluster in network education system is studied in this paper, and a new strategy based on server status and request information is proposed to reduce the response time. The mechanism of the algorithm is to classify the degree of influence of the client’s request content on the server, and set the corresponding weight. At the same time, it combines the server performance parameters and load conditions to allocate the request to the lightest load of the server. The overall framework structure of the hierarchy is proposed according to the MOOC education system, and the internal communication mechanism of the system and the monitoring program of the web server performance are studied in this paper. Experimental results show that the algorithm can fully utilize the existing software and hardware resources, effectively balance the load of the web cluster server, and fully utilize the service resources.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Guo P (2017) MOOC and SPOC, which one is better. Eurasia J Math Sci Technol Educ 13(8):5961–5967 Guo P (2017) MOOC and SPOC, which one is better. Eurasia J Math Sci Technol Educ 13(8):5961–5967
2.
Zurück zum Zitat Guo Y, He Y, Liu X (2016) Research and implementation of load balancing algorithm for mass mobile application detection task. In: 2016 4th International Conference on Cloud Computing and Intelligence Systems (CCIS), 2016, 8(17–19):17 Guo Y, He Y, Liu X (2016) Research and implementation of load balancing algorithm for mass mobile application detection task. In: 2016 4th International Conference on Cloud Computing and Intelligence Systems (CCIS), 2016, 8(17–19):17
3.
Zurück zum Zitat Sitohang D (2016) Implementasi load-balancing dengan metode Round Robin dalam software defined networking (SDN) Menggunakan controller pox. Econometrica 43(3):513–518 Sitohang D (2016) Implementasi load-balancing dengan metode Round Robin dalam software defined networking (SDN) Menggunakan controller pox. Econometrica 43(3):513–518
4.
Zurück zum Zitat Vilaça R, Rui O, Pereira J (2017) A correlation-aware data placement strategy for key-value stores. Lect Notes Comput Sci 6723(1):214–227 Vilaça R, Rui O, Pereira J (2017) A correlation-aware data placement strategy for key-value stores. Lect Notes Comput Sci 6723(1):214–227
5.
Zurück zum Zitat Zhao J, Yang K, Wei X et al (2016) A heuristic clustering-based task deployment approach for load balancing using Bayes theorem in cloud environment. IEEE Trans Parallel Distrib Syst 27(2):305–316CrossRef Zhao J, Yang K, Wei X et al (2016) A heuristic clustering-based task deployment approach for load balancing using Bayes theorem in cloud environment. IEEE Trans Parallel Distrib Syst 27(2):305–316CrossRef
6.
Zurück zum Zitat Fan Y, Siklenka K, Arora SK et al (2016) miRNet—dissecting miRNA-target interactions and functional associations through network-based visual analysis. Nucl Acids Res 44(Web Server issue):W135–W141CrossRef Fan Y, Siklenka K, Arora SK et al (2016) miRNet—dissecting miRNA-target interactions and functional associations through network-based visual analysis. Nucl Acids Res 44(Web Server issue):W135–W141CrossRef
7.
Zurück zum Zitat Wang H, Rosa C, Pedersen KI (2016) Dual connectivity for LTE-advanced heterogeneous networks. Wirel Netw 22(4):1315–1328CrossRef Wang H, Rosa C, Pedersen KI (2016) Dual connectivity for LTE-advanced heterogeneous networks. Wirel Netw 22(4):1315–1328CrossRef
8.
Zurück zum Zitat Heylighen F (2016) Stigmergy as a universal coordination mechanism I: definition and components. Cogn Syst Res 38:4–13CrossRef Heylighen F (2016) Stigmergy as a universal coordination mechanism I: definition and components. Cogn Syst Res 38:4–13CrossRef
9.
Zurück zum Zitat Zou T, Lin S, Feng Q et al (2016) Energy-efficient control with harvesting predictions for solar-powered wireless sensor networks. Sensors 16(1):53CrossRef Zou T, Lin S, Feng Q et al (2016) Energy-efficient control with harvesting predictions for solar-powered wireless sensor networks. Sensors 16(1):53CrossRef
10.
Zurück zum Zitat Paraiso F, Merle P, Seinturier L (2016) soCloud: a service-oriented component-based PaaS for managing portability, provisioning, elasticity, and high availability across multiple clouds. Computing 98(5):539–565MathSciNetCrossRef Paraiso F, Merle P, Seinturier L (2016) soCloud: a service-oriented component-based PaaS for managing portability, provisioning, elasticity, and high availability across multiple clouds. Computing 98(5):539–565MathSciNetCrossRef
11.
Zurück zum Zitat Zhang D (2016) Web services composition for process management in e-business. Data Proces Better Bus Educ 45(2):83–91 Zhang D (2016) Web services composition for process management in e-business. Data Proces Better Bus Educ 45(2):83–91
12.
Zurück zum Zitat Bhatti AR, Salam Z, Aziz MJBA et al (2016) A critical review of electric vehicle charging using solar photovoltaic. Int J Energy Res 40(4):439–461CrossRef Bhatti AR, Salam Z, Aziz MJBA et al (2016) A critical review of electric vehicle charging using solar photovoltaic. Int J Energy Res 40(4):439–461CrossRef
13.
Zurück zum Zitat Han Q, Yang B, Chen C et al (2016) Energy-aware and QoS-aware load balancing for HetNets powered by renewable energy. Comput Netw Int J Comput Telecommun Netw 94(C):250–262 Han Q, Yang B, Chen C et al (2016) Energy-aware and QoS-aware load balancing for HetNets powered by renewable energy. Comput Netw Int J Comput Telecommun Netw 94(C):250–262
14.
Zurück zum Zitat Oliver-Balsalobre P, Toril M, Luna-Ramírez S et al (2016) Self-tuning of scheduling parameters for balancing the quality of experience among services in LTE. Eurasia J Wirel Commun Netw 2016(1):7CrossRef Oliver-Balsalobre P, Toril M, Luna-Ramírez S et al (2016) Self-tuning of scheduling parameters for balancing the quality of experience among services in LTE. Eurasia J Wirel Commun Netw 2016(1):7CrossRef
15.
Zurück zum Zitat Hadji M, Zeghlache D (2017) Mathematical programming approach for revenue maximization in cloud federations. IEEE Transa Cloud Comput 5(1):99–111CrossRef Hadji M, Zeghlache D (2017) Mathematical programming approach for revenue maximization in cloud federations. IEEE Transa Cloud Comput 5(1):99–111CrossRef
Metadaten
Titel
Research on web server cluster load balancing algorithm in web education system
verfasst von
Anji Yu
Shimin Yang
Publikationsdatum
03.09.2018
Verlag
Springer US
Erschienen in
The Journal of Supercomputing / Ausgabe 5/2020
Print ISSN: 0920-8542
Elektronische ISSN: 1573-0484
DOI
https://doi.org/10.1007/s11227-018-2573-5

Weitere Artikel der Ausgabe 5/2020

The Journal of Supercomputing 5/2020 Zur Ausgabe