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Computation of Traffic Time Series for Large Populations of IoT Devices.

Sensors (Basel, Switzerland)·2018
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Remote access protocols for Desktop-as-a-Service solutions.

Eduardo Magaña1, Iris Sesma1, Daniel Morató2

  • 1Public University of Navarre, Department of Electrical, Electronic and Communications Engineering, Pamplona, Spain.

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This summary is machine-generated.

Virtualized desktops reduce costs by using remote desktop services. Application type and user mix are key for determining bandwidth needs, with web browsing causing higher traffic than video playback.

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Area of Science:

  • Computer Science
  • Cloud Computing
  • Network Engineering

Background:

  • Virtualized desktops offer cost savings over physical machines by centralizing resources on servers.
  • Remote desktop services are essential for accessing virtualized desktops in private and public clouds.
  • Solutions like Citrix, VMware, and Amazon WorkSpaces facilitate cloud-based desktop access.

Purpose of the Study:

  • To review remote desktop protocols for cloud deployments.
  • To evaluate network resource requirements for virtualized desktops.
  • To assess user-perceived quality of experience (QoE) including image quality and interactivity.

Main Methods:

  • Utilized a traffic model based on self-similar processes to evaluate network resource needs.
  • Assessed user experience through Mean Opinion Score (MOS) for image quality and interactivity.
  • Analyzed traffic patterns generated by different applications, including web browsing and video playback.

Main Results:

  • Web browsing generates higher traffic rates and longer bursts than desktop video playback due to server-side rendering of animations.
  • Application type and user mix significantly impact bandwidth requirements for remote desktop services.
  • Self-similar traffic modeling provides insights into network resource demands.

Conclusions:

  • Effective bandwidth allocation for remote desktops necessitates considering the specific applications used and the diversity of user activities.
  • Understanding application-specific traffic patterns is crucial for optimizing cloud-based virtual desktop infrastructure.
  • User experience is directly linked to network performance, highlighting the importance of accurate resource estimation.