Data quality-aware task offloading in mobile edge computing: an optimal stopping theory approach

作者: Ibrahim Alghamdi , Christos Anagnostopoulos , Dimitrios P Pezaros , None

DOI: 10.1016/J.FUTURE.2020.12.017

关键词: Data qualityEnhanced Data Rates for GSM EvolutionQuality of serviceDistributed computingComputer scienceMobile edge computingTask (project management)ServerAnalyticsOptimal stopping

摘要: … This work focuses on UAV applications that use photos and videos for tasks like object … /videos are then offloaded to an edge server. When the task is generated by the UAV, a system …

参考文章(46)
F Thomas Bruss, The art of a right decision: Why decision makers may want to know the odds-algorithm Newsletter - European Mathematical Society. ,vol. 62, pp. 14- 15 ,(2006)
Antonello Rabuffi, Lorenzo Bracciale, Marco Bonola, Pierpaolo Loreti, Raul Amici, Giuseppe Bianchi, CRAWDAD dataset roma/taxi (v.2014-07-17) CRAWDAD wireless network data archive. ,(2014) , 10.15783/C7QC7M
F. Thomas Bruss, Sum the odds to one and stop Annals of Probability. ,vol. 28, pp. 1384- 1391 ,(2000) , 10.1214/AOP/1019160340
Christos Anagnostopoulos, None, Time-optimized contextual information forwarding in mobile sensor networks Journal of Parallel and Distributed Computing. ,vol. 74, pp. 2317- 2332 ,(2014) , 10.1016/J.JPDC.2014.01.008
Thomas S. Ferguson, Who Solved the Secretary Problem Statistical Science. ,vol. 4, pp. 282- 289 ,(1989) , 10.1214/SS/1177012493
Dong Huang, Ping Wang, D. Niyato, A Dynamic Offloading Algorithm for Mobile Computing IEEE Transactions on Wireless Communications. ,vol. 11, pp. 1991- 1995 ,(2012) , 10.1109/TWC.2012.041912.110912
B.W. Silverman, Density estimation for statistics and data analysis Monographs on Statistics and Applied Probability. ,(1986) , 10.1201/9781315140919
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, Demis Hassabis, None, Human-level control through deep reinforcement learning Nature. ,vol. 518, pp. 529- 533 ,(2015) , 10.1038/NATURE14236
Nie Guo, Density Estimation over Data Stream Computer Science. ,(2006)
Muhammad Habib ur Rehman, Sun Liew Chee, Teh Ying Wah, Ahsan Iqbal, Prem Prakash Jayaraman, Opportunistic Computation Offloading in Mobile Edge Cloud Computing Environments mobile data management. ,vol. 1, pp. 208- 213 ,(2016) , 10.1109/MDM.2016.40