Proactive Resource Orchestration Framework for Cloud/Fog Platform

Somnath Mazumdar, Thomas Dreibholz

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Abstract

Cloud computing makes complex processing an off-premise activity by offering software- and hardware-based services using standard security protocols over the Internet. It has been seen that the cloud is not ideal for latency-sensitive applications. Thanks to the current growth of network communication and infrastructure, fog adds a computing resource delegation model between the user and the cloud. Fog aims to improve latency-sensitive applications support. Here, we propose one unified, proactive resource orchestration framework from a cloud/fog service provider perspective. The framework consists of a predictor and a resource allocator module. Users subscribe to these resources to execute their applications. The framework is modular and does not require application-specific information. A service provider can customise each module. We have presented the framework prototype by showing each module's simulated performance results using the parameters of our cloud/fog research testbed.
OriginalsprogEngelsk
TitelISCC 2023 - 28th IEEE Symposium on Computers and Communications : Computers and Communications for the Benefits of Humanity
Antal sider7
ForlagIEEE
Publikationsdatojul. 2023
Sider259-265
ISBN (Trykt)9798350300482
ISBN (Elektronisk)9798350300482
DOI
StatusUdgivet - jul. 2023
Begivenhed28th IEEE Symposium on Computers and Communications: Computers and Communications for the Benefits of Humanity - Gammarth, Tunesien
Varighed: 9 jul. 202312 jul. 2023
Konferencens nummer: 28
https://ieeexplore.ieee.org/xpl/conhome/10217219/proceeding

Konference

Konference28th IEEE Symposium on Computers and Communications
Nummer28
Land/OmrådeTunesien
ByGammarth
Periode09/07/202312/07/2023
Internetadresse

Emneord

  • Cloud
  • Fog
  • Neural network
  • Prediction
  • Wavelet

Citationsformater