Skip to main content

2019 | OriginalPaper | Buchkapitel

5. Optimal Cognitive Scheduling and Cloud Offloading Using Multi-Radios

verfasst von : Seyed Eman Mahmoodi, Koduvayur Subbalakshmi, R. N. Uma

Erschienen in: Spectrum-Aware Mobile Computing

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

In this chapter, we move towards the generalization of the problems considered in Chaps. 3 and 4. This extension is achieved in three ways: (1) by allowing for a natural scheduling order and more general dependencies between the components of the application, (2) using all viable RAT interfaces for cloud offloading, and (3) taking a time-adaptive approach that is cognizant of and responsive to the changes in the wireless network conditions over time. We coin the term cognitive scheduling and cloud offloading (CSCO) for this class of approaches. A mathematical model for the cost function is developed and methods to solve this optimization problem are discussed.

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
19.
Zurück zum Zitat D. Huang, P. Wang, D. Niyato, A dynamic offloading algorithm for mobile computing. IEEE Trans. Wirel. Commun. 11(6), 1991–1995 (2012)CrossRef D. Huang, P. Wang, D. Niyato, A dynamic offloading algorithm for mobile computing. IEEE Trans. Wirel. Commun. 11(6), 1991–1995 (2012)CrossRef
22.
Zurück zum Zitat D. Kovachev, T. Yu, R. Klamma, Adaptive computation offloading from mobile devices into the cloud, in IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) (2012), pp. 784–791 D. Kovachev, T. Yu, R. Klamma, Adaptive computation offloading from mobile devices into the cloud, in IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) (2012), pp. 784–791
28.
Zurück zum Zitat X. Lin, Y. Wang, Q. Xie, M. Pedram, Task scheduling with dynamic voltage and frequency scaling for energy minimization in the mobile cloud computing environment. IEEE Trans. Serv. Comput. 8(2), 175–186 (2015)CrossRef X. Lin, Y. Wang, Q. Xie, M. Pedram, Task scheduling with dynamic voltage and frequency scaling for energy minimization in the mobile cloud computing environment. IEEE Trans. Serv. Comput. 8(2), 175–186 (2015)CrossRef
38.
Zurück zum Zitat M.J. Neely, Stochastic Network Optimization with Application to Communication and Queueing Systems (Morgan and Claypool Publishers, San Rafael, 2010)CrossRef M.J. Neely, Stochastic Network Optimization with Application to Communication and Queueing Systems (Morgan and Claypool Publishers, San Rafael, 2010)CrossRef
40.
Zurück zum Zitat S. Ou, K. Yang, J. Zhang, An effective offloading middleware for pervasive services on mobile devices. Pervasive Mob. Comput. 3(4), 362–385 (2007)CrossRef S. Ou, K. Yang, J. Zhang, An effective offloading middleware for pervasive services on mobile devices. Pervasive Mob. Comput. 3(4), 362–385 (2007)CrossRef
41.
Zurück zum Zitat J.K. Ousterhout, Scripting: higher level programming for the 21st century. IEEE Comput. Mag. 31, 23–30 (1998)CrossRef J.K. Ousterhout, Scripting: higher level programming for the 21st century. IEEE Comput. Mag. 31, 23–30 (1998)CrossRef
45.
Zurück zum Zitat P. Shu, F. Liu, H. Jin, M. Chen, F. Wen, Y. Qu, eTime: energy-efficient transmission between cloud and mobile devices, in IEEE Conference on Computer Communications (INFOCOM), April 2013, pp. 195–199 P. Shu, F. Liu, H. Jin, M. Chen, F. Wen, Y. Qu, eTime: energy-efficient transmission between cloud and mobile devices, in IEEE Conference on Computer Communications (INFOCOM), April 2013, pp. 195–199
48.
Zurück zum Zitat H. Topcuoglu, S. Hariri, M.-Y. Wu, Performance-effective and low-complexity task scheduling for heterogeneous computing. IEEE Trans. Parallel Distrib. Syst. 13(3), 260–274 (2002)CrossRef H. Topcuoglu, S. Hariri, M.-Y. Wu, Performance-effective and low-complexity task scheduling for heterogeneous computing. IEEE Trans. Parallel Distrib. Syst. 13(3), 260–274 (2002)CrossRef
53.
Zurück zum Zitat K. Zhu, E. Hossain, D. Niyato, Pricing, spectrum sharing, and service selection in two-tier small cell networks: a hierarchical dynamic game approach. IEEE Trans. Mob. Comput. 13(8), 1843–1856 (2014)CrossRef K. Zhu, E. Hossain, D. Niyato, Pricing, spectrum sharing, and service selection in two-tier small cell networks: a hierarchical dynamic game approach. IEEE Trans. Mob. Comput. 13(8), 1843–1856 (2014)CrossRef
Metadaten
Titel
Optimal Cognitive Scheduling and Cloud Offloading Using Multi-Radios
verfasst von
Seyed Eman Mahmoodi
Koduvayur Subbalakshmi
R. N. Uma
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-02411-6_5

Neuer Inhalt