Skip to main content

2024 | OriginalPaper | Buchkapitel

Implementation of Parallel Applications on the Hypercube Topology by Using Multistage Network

verfasst von : Qusay S. Alsaffar, Leila Ben Ayed

Erschienen in: Advances in Data-Driven Computing and Intelligent Systems

Verlag: Springer Nature Singapore

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

search-config
loading …

Abstract

The recent computational systems include multicomputer formations. Multiple computers allow many tasks to be processed faster and concurrently and the possibility of implementing the same functions on various processors simultaneously. The problem is that companies are required to pay thousands of dollars to construct data centers, locations, servers, technicians, and hardware maintenance costs and over time need to update and upgrade. This paper simulates a virtual machine and uses the hypercube topology to implement a Multistage Network, a single computer is divided into eight computers as clients and eight computers as servers, the interconnection between servers is represented by mesh topology, and parallel processing is represented by multiplying two-dimensional matrices A and B. Cloud computing should virtualize the management of resources (such as memories, CPUs, storage) to users at reasonable costs. The goal of using this method is to construct a model that not only works on hypercube topology but also works on various topologies. The results showed that the outputs are computed through parallel virtual servers by using the threading technique. We produced a sample approaching a cloud computing system.

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

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!

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"

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!

Literatur
1.
Zurück zum Zitat Soni S, Dhaliwal AS, Jalota A (2014) Behavior analysis of omega network using multi-layer multi-stage interconnection network. J Eng Res Appl 4(4): 127–130, ISSN: 2248–9622 Soni S, Dhaliwal AS, Jalota A (2014) Behavior analysis of omega network using multi-layer multi-stage interconnection network. J Eng Res Appl 4(4): 127–130, ISSN: 2248–9622
2.
Zurück zum Zitat Eijkhout V (2022) Parallel programming IN MPI and OpenMP. 2nd ed Eijkhout V (2022) Parallel programming IN MPI and OpenMP. 2nd ed
3.
Zurück zum Zitat Karthik K, Jena S, Venu Gopal T (2020) Evaluation and comparison of hypercube interconnection networks performance. Int J Adv Sci Technol 29(03):6954–6962 Karthik K, Jena S, Venu Gopal T (2020) Evaluation and comparison of hypercube interconnection networks performance. Int J Adv Sci Technol 29(03):6954–6962
8.
Zurück zum Zitat Eggen R, Eggen M (2021) Efficiency of distributed parallel processing using java RMI, sockets, and CORBA. In: Proceedings of the international conference on parallel and distributed processing techniques and applications (PDPTA), pp 888–893. Retrieved from https://api.semanticscholar.org/CorpusID:14065828. Accessed on 21 Apr 2023 Eggen R, Eggen M (2021) Efficiency of distributed parallel processing using java RMI, sockets, and CORBA. In: Proceedings of the international conference on parallel and distributed processing techniques and applications (PDPTA), pp 888–893. Retrieved from https://​api.​semanticscholar.​org/​CorpusID:​14065828. Accessed on 21 Apr 2023
9.
Zurück zum Zitat Inoue H, Moriyama T, Komatsu H, Nakatani T (2023) AA-sort: a new parallel sorting algorithm for multi-core SIMD processors. In: 16th international conference on parallel architecture and compilation techniques (PACT 2007). IEEE, pp 189–198. https://doi.org/10.1109/PACT.2007.4336211 (PACT 2007). Accessed on 23 Apr 2023. Inoue H, Moriyama T, Komatsu H, Nakatani T (2023) AA-sort: a new parallel sorting algorithm for multi-core SIMD processors. In: 16th international conference on parallel architecture and compilation techniques (PACT 2007). IEEE, pp 189–198. https://​doi.​org/​10.​1109/​PACT.​2007.​4336211 (PACT 2007). Accessed on 23 Apr 2023.
12.
Zurück zum Zitat Damrudi M, Aval KJ (2012) A parallel search on hypercube interconnection network. J Comput Sci Comput Math 2(1):1–4 Damrudi M, Aval KJ (2012) A parallel search on hypercube interconnection network. J Comput Sci Comput Math 2(1):1–4
13.
Zurück zum Zitat Abba IM, Aziz NAB, Eaganathan U, Gabriel J (2013) LAN Chat Messenger (LCM) using java programming with VOIP. In: Proceeding of the 3rd international conference on research and innovation in information systems, pp 428–433, doi: https://doi.org/10.1109/ICRIIS.2013.6716748. Accessed on 25 Apr 2023 Abba IM, Aziz NAB, Eaganathan U, Gabriel J (2013) LAN Chat Messenger (LCM) using java programming with VOIP. In: Proceeding of the 3rd international conference on research and innovation in information systems, pp 428–433, doi: https://​doi.​org/​10.​1109/​ICRIIS.​2013.​6716748. Accessed on 25 Apr 2023
14.
Zurück zum Zitat Panigrahi SK, Chakraborty S, Mishra J (2012) Statistical bound of bubble sort algorithm in serial and parallel computations. Int J Comput Sci Netw (IJCSN) 1(1):2277–5420 Panigrahi SK, Chakraborty S, Mishra J (2012) Statistical bound of bubble sort algorithm in serial and parallel computations. Int J Comput Sci Netw (IJCSN) 1(1):2277–5420
15.
Zurück zum Zitat Rinku DR, Asha Rani M (2017) Analysis of multi-threading time metric on single and multi-core CPUs with matrix multiplication. In: Third international conference on advances in electrical, electronics, information, communication and bio-informatics (AEEICB), Chennai, 2017, pp 152–155. https://doi.org/10.1109/AEEICB.2017.7972402. Accessed on 27 Apr 2023 Rinku DR, Asha Rani M (2017) Analysis of multi-threading time metric on single and multi-core CPUs with matrix multiplication. In: Third international conference on advances in electrical, electronics, information, communication and bio-informatics (AEEICB), Chennai, 2017, pp 152–155. https://​doi.​org/​10.​1109/​AEEICB.​2017.​7972402. Accessed on 27 Apr 2023
17.
Zurück zum Zitat Jain T (2020) Nonblocking on-chip interconnection networks. Doctor of Engineering dissertation, Technical University of Kaiserslautern, Germany, (2020). Jain T (2020) Nonblocking on-chip interconnection networks. Doctor of Engineering dissertation, Technical University of Kaiserslautern, Germany, (2020).
Metadaten
Titel
Implementation of Parallel Applications on the Hypercube Topology by Using Multistage Network
verfasst von
Qusay S. Alsaffar
Leila Ben Ayed
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-9521-9_7