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Performance improvement of distributed cache using middleware session

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Abstract

This paper proposes a novel approach to routing architecture based on the Session–Cookie protocol. The proposed architecture performs service discovery by integrating IoTs geographic clustering technique and polymorphism mechanism. Prioritizing requests is done in cookies and the load balancing on sessions. The efficiency of the proxy server’s distributed cache and service discovery is improved. Smart devices, vehicles, and people inaugurate a p2p connection to receive the service, exchange data, and share files in applications such as parking systems, navigation, and vehicle insurance companies. According to the results, the average response time and the bandwidth consumption have decreased, and the cache hit rate has reached 86%. Based on the principles of game theory, the proposed architecture in the extensive game model with imperfect information in the conditions ((mtcp, mudp), (Y, Y); λ = 1, µ = 0)) has a weak sequential equilibrium and Nash equilibrium.

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Availability of data and materials

The data and files of the NS2 network simulator software and the codes written in C++ programming language can be sent through the following email addresses: Jafari@phd.iaurasht.ac.ir or Jafari_Bita@yahoo.com.

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Acknowledgements

This manuscript is prepared based on the Ph.D. thesis of the first author at Rasht Branch, Islamic Azad University, Rasht, Iran.

Funding

No funding was received for conducting this study.

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Authors and Affiliations

  1. Department of Computer Engineering, Rasht Branch, Islamic Azad University, Rasht, Iran

    Bita Jafari & Peyman Bayat

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  1. Bita Jafari
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Contributions

BJ was involved in conceptualization; data curation; formal analysis; investigation; methodology; resources; software; validation; visualization; roles/writing—original draft; and writing—review and editing. PB was involved in conceptualization; data curation; formal analysis; funding acquisition; investigation; methodology; project administration; resources; supervision; validation; visualization; draft; and writing—review and editing.

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Correspondence to Peyman Bayat.

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Appendix

Appendix

Each line represents a simulated action, and the numbers indicate the arbitrary time it takes for that action to complete. The actual results and timing will depend on the specifics of our implementation, the environment in which it is running, and the efficiency of the operations being performed.

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Jafari, B., Bayat, P. Performance improvement of distributed cache using middleware session. J Supercomput 80, 10818–10862 (2024). https://doi.org/10.1007/s11227-023-05823-x

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