Mobile Cloud Computing: A Survey, State of Art and Future Directions
In the recent years, cloud computing frameworks such as Amazon Web Services, Google AppEngine and Windows Azure have become increasingly popular among IT organizations and developers. Simultaneously, we have seen a phenomenal increase in the usage and deployment of smartphone platforms and applications worldwide. This paper discusses the current state of the art in the merger of these two popular technologies, that we refer to as Mobile Cloud Computing (MCC). We illustrate the applicability of MCC in various domains including mobile learning, commerce, health/wellness and social medias. We further identify research gaps covering critical aspects of how MCC can be realized and effectively utilized at scale. These include improved resource allocation in the MCC environment through efficient task distribution and offloading, security and privacy.
This is a preview of subscription content, log in via an institution to check access.
Access this article
Subscribe and save
Springer+ Basic
€32.70 /Month
- Get 10 units per month
- Download Article/Chapter or eBook
- 1 Unit = 1 Article or 1 Chapter
- Cancel anytime
Buy Now
Price includes VAT (France)
Instant access to the full article PDF.
Rent this article via DeepDyve
Similar content being viewed by others
A Survey of Mobile Cloud Computing Applications: Perspectives and Challenges
Article 14 October 2014
Using Mobile Cloud Computing for Developing Context-Aware Multimedia Applications
Chapter © 2020
A Review on Mobile Cloud Computing
Chapter © 2021
Explore related subjects
References
- Liu F, Shu P, Jin H, Ding L, Yu J, Niu D, Li B (2013) Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications. IEEE Wirel Comm 20:2–10 Google Scholar
- Chen M, Jin H, Wen Y, Leung VCM (2013) Enabling technologies for future data center networking: a primer. IEEE Netw 27(4):8–15 ArticleGoogle Scholar
- Fernando N, Loke SW, Rahayu W (2013) Mobile cloud computing: a survey. Fut Gen Comp Sys 29(1):84–106 ArticleGoogle Scholar
- Chen M, Ma Y, Ullah S, Cai W, Song E (2013) ROCHAS: robotics and cloud-assisted healthcare system for empty nester. In: BodyNets’13
- Kumar K, Liu J, Lu Y-H, Bhargava B (2013) A survey of computation offloading for mobile systems. ACM/Springer MONET 18:129–140 Google Scholar
- Sanaei Z, Abolfazli S, Gani A, Buyya R (2013) Heterogeneity in mobile cloud computing: taxonomy and open challenges. IEEE Comm Surv Tut 99:1–24 Google Scholar
- Li Q, Clark G (2013) Mobile security: a look ahead. IEEE Secur Priv 11(1):78–81 ArticleGoogle Scholar
- Khan AN, Kiah MLM, Khan SU, Madani SA (2013) Towards secure mobile cloud computing: a survey. Fut Gen Comp Sys 29(5):1278–1299 ArticleGoogle Scholar
- Heavy Reading Real World Research (2013) The mobile cloud market outlook to 2017
- Fernando N, Loke SW, Rahayu W (2013) Mobile cloud computing: a survey. In: Future generation of computing systems
- Braunstein ML (2013) Health informatics in the cloud. Springer
- Rahimi MR, Venkatasubramanian N, Vasilakos A (2013) MuSIC: on mobility-aware optimal service allocation in mobile cloud computing. In: The IEEE cloud’13
- Liang H, Cai LX, Huang D, Shen XS, Peng D (2012) An SMDP-based service model for inter-domain resource allocation in mobile cloud networks. In: IEEE transactions on vehicular technology
- Papazoglou MP (2012) Cloud blueprints for integrating and managing cloud federations. In: Springer software service and application engineering
- Kosta S, Aucinas A, Hui P, Mortier R, Zhang X (2012) ThinkAir: dynamic resource allocation and parallel execution in the cloud for mobile code offloading. In: IEEE INFOCOM’12, pp 945–953
- Rahimi MR, Venkatasubramanian N, Mehrotra S, Vasilakos AV (2012) MAPCloud: mobile applications on an elastic and scalable 2-tier cloud architecture. In: IEEE/ACM UCC’12, pp 83–90
- Kemp R, Palmer N, Kielmann T, Bal H (2012) Cuckoo: a computation offloading framework for smartphones. In: Mobile computing application and service, vol 76 of LNCS. Springer, pp 59–79
- Kim K-H, Lee S-J, Congdon P (2012) On cloud-centric network architecture for multi-dimensional mobility. SIGCOMM Comput Commun Rev 42:509–514 ArticleGoogle Scholar
- Wen Y, Zhang W, Luo H (2012) Energy optimal mobile application eexecution: taming resource-poor mobile devices with cloud Clones. In: IEEE international conference on computer communications, INFOCOM
- Pitkänen M, Kärkkäinen T, Ott J, Conti M, Passarella A, Giordano S, Puccinelli D, Legendre F, Trifunovic S, Hummel K, May M, Hegde N, Spyropoulos T (2012) SCAMPI: service platform for social aware mobile and pervasive computing. In: ACM proceedings of the first edition of the MCC workshop on mobile cloud computing, MCC ’12
- Lovett T, ONeill E (2012) Mobile context awareness. Springer
- Saylor M (2012) The mobile wave: how mobile intelligence will change everything. Perseus Books/Vanguard Press
- Rahimi MR (2012) Exploiting an elastic 2-tiered cloud architecture for rich mobile applications. In: IEEE/ACM 13th international symposium on a world of wireless, mobile and multimedia networks
- Chen M, Gonzalez S, Vasilakos A, Cao H, Leung VC (2011) Body area networks: a survey. ACM/Springer MONET 16:171–193 Google Scholar
- Chun B-G, Ihm S, Maniatis P, Naik M, Patti A (2011) CloneCloud: elastic execution between mobile device and cloud. In: ACM EuroSys ’11, pp 301–314
- Subashini S, Kavitha V (2011) A survey on security issues in service delivery models of cloud computing. J Netw Comput App 34(1):1–11 ArticleGoogle Scholar
- Bilogrevic I, Jadliwala M, Kumar P, Walia SS, Hubaux J-P, Aad I, Niemi V (2011) Meetings through the cloud: privacy-preserving scheduling on mobile devices. J Syst Softw 84(11):1910–1927 ArticleGoogle Scholar
- Ngoc MD, Cheng-Hsin H, Singh JP, Venkatasubramanian N (2011) Massive live video distribution using hybrid cellular and Ad Hoc networks. In: IEEE WoWMoM
- Berking P, Archibald T, Haag J, Birtwhistle M (2012) Mobile learning: not just another delivery method. In: The interservice/industry training, simulation and education conference (I/ITSEC)
- Papakos P, Capra L, Rosenblum DS (2010) VOLARE: context-aware adaptive cloud service discovery for mobile systems. In: Proceedings of the 9th international workshop on adaptive and reflective middleware (ARM)
- Mohapatra S, Rahimi MR, Venkatasubranian N (2011) Power-aware middleware for mobile applications. In: Chapter 10 of the handbook of energy-aware and green computing, ISBN: 978-1-4398-5040-4, Chapman and Hall/CRC
- Dinh HT, Lee C, Niyato D, Wang P (2011) A survey of mobile cloud computing: architecture, applications, and approaches. In: Wireless communications and mobile computing
- Ferzli R, Khalife I (2011) Mobile cloud computing educational tool for image/video processing algorithms. In: Digital signal processing workshop and IEEE signal processing education workshop (DSP/SPE)
- Estrin D, Sim I (2010) Open mHealth architecture: an engine for health care innovation. Sci Mag, AAAS 330(6005):759– 760 Google Scholar
- Satyanarayanan M (2011) Mobile computing: the next decade. SIGMOBILE Mob Comput Commun Rev 15:2–10 ArticleGoogle Scholar
- Gao H, Zhai Y (2010) System design of cloud computing based on mobile learning. In: Knowledge acquisition and modeling (KAM), pp 239–242
- Yang X, Pan T, Shen J (2010) On 3G mobile E-commerce platform based on cloud computing. In: Ubi-media computing (U-Media), pp 198–201
- Hoang DB, Chen L (2010) Mobile cloud for assistive healthcare (MoCAsH). In: IEEE APSCC’10, pp 325–332
- Cuervo E, Balasubramanian A, Cho D, Wolman A, Saroiu S, Chandra R, Bahl P (2010) MAUI: making smartphones last longer with code offload. In: ACM MobiSys’10, pp 49–62
- Huang D, Zhang X, Kang M, Luo J (2010) MobiCloud: building secure cloud framework for mobile computing and communication. In: IEEE SOSE’10, pp 27–34
- Kristensen MD (2010) Scavenger: transparent development of efficient cyber foraging applications. In: IEEE PerCom’10, pp 217–226
- Kumar K, Lu Y-H (2010) Cloud computing for mobile users: can offloading computation save energy?IEEE Comput 43(4):51–56 ArticleGoogle Scholar
- Nimmagadda Y, Kumar K, Lu Y-H, Lee CSG (2010) Real-time moving object recognition and tracking using computation offloading. In: IEEE/RSJ intelligent robots and systems (IROS’10), pp 2449–2455
- Itani W, Kayssi A, Chehab A (2010) Energy-efficient incremental integrity for securing storage in mobile cloud computing. In: IEEE ICEAC’10, pp 1–2
- Liang H, Huang D, Cai LX, Shen X, Peng D (2011) Resource allocation for security services in mobile cloud computing. In: IEEE INFOCOM’11 workshops on M2MCN’11, pp 191–195
- Yang X, Pan T, Shen J (2010) On 3G mobile e-commerce platform based on cloud computing. In: IEEE U-Media (2010)
- Zhao W, Sun Y, Dai L (2010) Improving computer basis teaching through mobile communication and cloud computing technology. In: Proceedings of the 3rd international conference on advanced computer theory and engineering (ICACTE’10)
- ABI (2009) Mobile cloud computing subscribers to total nearly one billion by 2014, Tech. Rep., ABI Research
- Marinelli E (2009) Hyrax: cloud computing on mobile devices using MapReduce. Master thesis, Carnegie Mellon University
- Satyanarayanan M, Bahl P, Caceres R, Davies N (2009) The case for VM-based cloudlets in mobile computing. IEEE Pervasive Comput 8(4):14–23 ArticleGoogle Scholar
- Khan AH, Qadeer MA, Ansari JA, Waheed S (2009) 4G as a next generation wireless network. In: IEEE international conference on future computer and communication, ICFCC
- Giurgiu I, Riva O, Juric D, Krivulev I, Alonso G (2009) Calling the cloud: enabling mobile phones as interfaces to cloud applications. In: Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware, Middleware 2009
- Dean J, Ghemawat S (2008) MapReduce: simplified data processing on large clusters. Commun ACM 51:107–113 ArticleGoogle Scholar
- Yang K, Ou S, Chen H-H (2008) On effective offloading services for resource-constrained mobile devices running heavier mobile Internet applications. IEEE Comm Mag 46:56–63 ArticleGoogle Scholar
- Huerta-Canepa G, Lee D (2008) An adaptable application offloading scheme based on application behavior. In: IEEE AINAW’08 workshop, pp 387–392
- Yiu ML, Jensen CS, Huang X, Lu H (2008) SpaceTwist: managing the trade-offs among location privacy, query performance, and query accuracy in mobile services. In: IEEE ICDE’08, pp 366–375
- Xian C, Lu Y-H, Li Z (2007) Adaptive computation offloading for energy conservation on battery-powered systems. In: Parallel and distance systems ’07, vol 2, pp 1–8
- Mohapatra S, Dutt N, Nicolau A, Venkatasubramanian N (2007) DYNAMO: a cross-layer framework for end-to-end QoS and energy optimization in mobile handheld devices. In: IEEE journal on selected areas in communications
- Katti S, Rahul H, Hu W, Katabi D, Médard M, Crowcroft J (2006) XORs in the air: practical wireless network coding. In: ACM SIGCOMM
- Meingast M, Roosta T, Sastry S (2006) Security and privacy issues with health care information technology. In: IEEE EMBS
- Balan R, Satyanarayanan M, Park S, Okoshi T (2003) Tactics-based remote execution for mobile computing. In: MobiSys
- Flinn J, Park S, Satyanarayanan M(2002) Balancing performance, energy, and quality in pervasive computing. In: IEEE international conference on distributed computing systems, ICDCS
- Osborne MJ, Rubinstein A (1994) A course in game theory. MIT Press
Author information
Authors and Affiliations
- University of California, Irvine, USA M. Reza Rahimi & Nalini Venkatasubramanian
- Beijing Institute of Technology, Beijing, China Jian Ren & Chi Harold Liu
- National Technical University of Athens, Athens, Greece Athanasios V. Vasilakos
- M. Reza Rahimi