Pdf despite increasing usage of mobile computing, exploiting its full potential is. Advances in mobile cloud computing and big data in the 5g. A survey on cloud computing and mobile cloud computing. A survey of mobile cloud computing model and big data. Cloud computing is an emerging model of business computing. North bridge and wikibon, announced the results of its sixth annual future of cloud computing survey, which analyzes trends in cloud computing, adoption, use and challenges on a yearly basis. This paper discusses the current state of the art in the merger of these two. Marketoriented architecture for mobile cloud computing based on service oriented architecture. Distributed data stream processing and edge computing.
Key words big data, big data networking, hadoop, mapreduce, cloud computing, benchmark, mobile networking table of contents lists of figures and tables 1. A survey of the state of the art and research challenges veljko pejovic, school of computer science, university of birmingham, uk mirco musolesi, school of computer science, university of birmingham, uk todays mobile phones are far from mere communication devices they were ten years ago. Mobile cloud computing is a proposed paradigm to address the resource scarcity of mobile devices in the face of demand for more computing intensive tasks. Mcc integrates the cloud computing into the mobile environment and overcomes obstacles related to the performance e.
Stateoftheart reference, discussing progress made, as well as prompting future directions on the theories, practices, standards and strategies that are related to the mobile cloud computing and big data and their association with the emerging 5g mobile networks. A survey of cloudletbased mobile augmentation approaches. The ultimate goal of mcc is to enable execution of rich mobile applications on a plethora of mobile devices, with a rich user experience. Citeseerx document details isaac councill, lee giles, pradeep teregowda. This reference architecture focuses on cloud computing in the context of ceaf 2. In recent years, applications targeted at mobile devices have started becoming abundant with applications in various categories such. Mobile cloud computing mcc is the combination of cloud computing and mobile computing to bring rich computational resources to mobile users, network operators, as well as cloud computing providers. Loke, wenny rahayu in future generation computer systems 29 20 84106 talks about an extensive survey of mobile cloud computing research, while highlighting the specific concerns in mobile cloud computing. In this paper, we explore the concept of cloud architecture and. A survey, state of the art, and future directions abstract. The communication perspective yuyi mao, changsheng you, jun zhang, kaibin huang, and khaled b. Managing performance overhead of virtual machines in cloud computing.
We present a taxonomy based on the key issues in this area, and. Chen tions school of computer science and technology, huazhong university of science. Cloud computing research issues, challenges, architecture. Mobile users can access their data and cloud services through.
We first give an overview of mobile edge networks, including definition, architecture, and advantages. Letaief abstractdriven by the visions of internet of things and 5g communications, recent years have seen a paradigm shift in mobile computing, from the centralized mobile cloud computing. We aim to draw an overall picture of both ongoing research efforts and future possible research directions through comprehensive discussions. Managing performance overhead of virtual machines in cloud. Infrastructureasaservice iaas cloud computing offers customers tenants a scalable and economical way to provision virtual machines vms on demand while charging them only for the leased computing resources by. Mobile cloud computing mcc is simply cloud computing in which at least some of the devices involved are mobile. However, the accessibility attributes of cloud logs obstruct accomplishment of the goal to investigate cloud logs for. Mobile cloud computing as future for mobile applications. Mobile cloud computing would also be based on the basic cloud computing concepts. In proceedings of the 1st acm workshop on mobile cloud computing 8 services. Future edge cloud and edge computing for internet of.
Cloud computing, enterprise, sme, limitations, survey, potential solutions. In this paper, we provide a stateofart survey on the integration of blockchain with 5g networks and beyond. User experience of mobile cloud applications current. A virtual cloud computing provider for mobile devices. Survey on mobile cloud computing mcc, its security.
Survey of recent research progress and issues in big data. Abstractsmartphones are now capable of supporting a wide range of applications, many of which demand an ever increasing computational power. Vasilakos nalini venkatasubramanian published online. This paper goes over multiple techniques and methods for mobile cloud computing. State ofthe art and future research directions le sun 1, hai dong 1, omar khadeer hussain 1, farookh khadeer hussain 2, elizabeth chang 1. Simultaneously, we have seen a phenomenal increase in the usage and deployment of smartphone platforms and applications worldwide. Also the mobile applications and mobile devices are developing rapidly. Mobile cloud computing mcc will overcome these obstacles and will.
Mobile cloud computing washington university in st. Architecture, applications, and approaches article in wireless communications and mobile computing 18 december 20 with 11,742 reads how we measure reads. In recent years cloud computing has gained a momentum and is transforming the internet computing infrastructure. Mobile cloud computing is an infrastructure where both the data storage and processing happens outside the mobile device. California enterprise architecture framework cloud. Securing data with authentication in mobile cloud environment. This poses a challenge because smartphones are resourceconstrained devices with limited computation power, memory.
With the help of mobile cloud applications computing power and data storage is moved away from the mobile devices into centralized computing platforms located in clouds. In this paper we survey existing mobile cloud computing applications, as well as speculate future generation mobile. The study provides the broadest and deepest exploration of cloud in the industry with 53 leading cloud companies participating as collaborators. It is clearly of importance for california enterprise architecture framework, version 2. This paper provides a survey of the mcc including definition, architecture. Integration of cloud computing and internet of things. Describes methodologies to take big data to the cloud and the mobile cloud. It develops answers to how to enable new classes of cpuintensive, and dataintensive, applications for mobile devices and how to process large number of realtime. Their adoption and use is expected to be more and more pervasive, making them important components of the future internet. A survey on cloud computing and mobile cloud computing kusum lata, sugandha sharma computer science and engineering department, chandigarh university institute of engineering and technology, gharuan, mohali, punjab, india abstract cloud computing is provides on demands services to local clients or users with the help of internet. The survey framework, presented in this paper, provides useful insights and outlook for the cloud computing. In this paper, we provide an extensive survey of mobile cloud computing research, while highlighting the.
Cloud computing is anticipated to bring an innovation in mobile computing, where the mobile devices can use clouds for data processing, storage and other. These are also valid requirements for mobile cloud computing. It explores both generalpurpose mobile cloud computing solutions and applicationspecific solutions. Mobile edge networks provide cloud computing and caching capabilities at the edge of cellular networks. A survey, state of art and future directions mr rahimi, j ren, ch liu, av vasilakos, n venkatasubramanian mobile networks and applications 19 2, 3143, 2014. In this survey paper, we investigate the key rationale, the stateoftheart efforts, the key enabling technologies and research topics, and typical iot applications benefiting from edge cloud. Dinh, chonho lee, dusit niyato, and ping wang abstract together with an explosive growth of the mobile applications and emerging of cloud computing concept, mobile cloud computing mcc.
Reza rahimi, jian ren, chi harold liu, athanasios v. It is a fully nonblocking network infrastructure and uses inline hardwarebased load balancers. Together with an explosive growth of the mobile applications and emerging of cloud computing concept, mobile cloud computing mcc has been introduced to be a potential technology for mobile services. Considering the trends in mobile phone architecture and battery. Several approaches have been proposed to confront the challenges of mobile cloud computing, but none has used the user experience as the primary focus point. Pdf mobile cloud computing mcc is the stateoftheart distributed mobile. A solid majority of technology experts and stakeholders participating in the fourth future of the internet survey expect that by 2020 most people will access software applications online and share. Architecture, applications, and approaches hoang t. This survey is concluded with a discussion of open problems and future directions. Cloud computing is a modern computing technology where software and hardware infrastructure of an enterprise can be placed over a network to access later. Cloud log forensics clf mitigates the investigation process by identifying the malicious behavior of attackers through profound cloud log analysis. Keywords big data cloud computing internet of things data center hadoop smart grid big data analysis m. Mobile cloud computing mcc is an emerging distributed computing paradigm that aims to augment the resources of mobile devices by leveraging the resources and services of remote cloud. The mobile cloud computing project looks at architectures and protocols of next generation infrastructures that exploit the synergy between mobile devices, internet of things iot devices, and cloud computing.
The aim of this paper is to provide a better understanding of the design challenges of cloud computing and identify important research directions in this increasingly important area. A survey of mobile cloud computing application models. On the integration of cloud computing and internet of things. As mobile computing has been developed for decades, a new model for mobile computing, namely, mobile cloud computing, emerges resulting from the marriage of powerful yet a. Cloud computing and internet of things iot are two very di erent technologies that are both already part of our life. The mcc synergistically integrates the mobile computing, the cloud computing, and the wireless technologies to unleash the potentials of these technologies.
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