Paper also discusses challenges and heterogeneity of mcc. In this paper, we define mcc, explain its major challenges, discuss heterogeneity in convergent computing i. A read is counted each time someone views a publication summary such as the title, abstract, and list of authors, clicks on a figure, or views or downloads the fulltext. In last section discusses the future scope of research in mobile cloud computing.
First, the increasing variety of hardware components being mounted on todays mobile devices results in. Mobile cloud computing, heterogeneity, ubiquitous computing, contextawareness, trust. Architecture mobile cloud computing mcc is basically the interconnection of cloud computing, mobile computing and wireless networks to make powerful computational. The mobile devices have evolved from mere devices that enabled voice calls only a few years back to smart devices that enable the user to access value added services anytime, anywhere. Mobile cloud computing devices such as smartphones and tablets are becoming a. Although there are many research studies in mobile computing and cloud computing, convergence of these two areas grants further academic efforts towards flourishing mcc. Pdf the unabated flurry of research activities to augment various mobile devices by leveraging heterogeneous cloud resources has created a new.
A network architecture for heterogeneous mobile computing. Most existing code offloading frameworks only consider migrating an application within a single network at a time and failed to fully utilize the energy efficiency mechanism of the latest cpu chips. Addressing heterogeneity and energy issues of compute and network resources. The ultimate goal of mcc is to enable execution of rich mobile applications on a plethora of mobile devices, with a rich user experience. Tripod of requirements in horizontal heterogeneous mobile. In 3, the authors survey mcc application models and highlight their advantages and shortcomings. Data storage capacity and processing power are also improved in mobile cloud computing. Mcc integrates the cloud computing into the mobile environment and overcomes obstacles related to the performance e. There are many issues in mobile cloud computing due to many limitations of mobile devices like low battery power, limited storage spaces, bandwidth etc. Intrusion detection techniques for mobile cloud computing in. Cloudbased mobile augmentation cma is thestateoftheart mobile augmentation model that leverages cloud computing technologies and principles to increase, enhance, and optimize computing capabilities of mobile devices by executing resourceintensive mobile application components in the.
Taxonomy and open challenges zohreh sanaei, member, ieee, saeid abolfazli. Mobile cloud computing issues and solution framework. Tripod of requirements in horizontal heterogeneous mobile cloud. The heterogeneity is understood as a variability of mobile devices, different cloud vendors providing different services. Such heterogeneity aggregation complicates mcc and decelerates its success. List of thesis topics in cloud computing for computer science. May 17, 20 building such facilitators in mcc requires investigations to understand heterogeneity and its challenges over the roots. Heterogeneous computing with opencl 2 0 available for download and read online in other formats. The combination of heterogeneous computing and cloud computing is emerging as a powerful new paradigm to meet the requirements for highperformance computing hpc and data throughput throughout the life sciences ls and healthcare value chains. The unabated flurry of research activities to augment various mobile devices by leveraging heterogeneous cloud resources has created a new research domain. In order to make clear the essential of cloud computing, we propose the characteristics of this area which make cloud computing being cloud computing and distinguish it from other research areas. Mobility aware optimal resource allocation in heterogeneous. Recently, the combination of cloud computing and mobile computing leads to a new research area called mobile cloud computing, in which resourceconstrained mobile devices use cloud based resources to enhance their computing capabilities 1, 2.
Mobile users need to access different types of data. Mcc integrates cloud computing into the mobile environment and overcomes. Interconnecting heterogeneous devices in the personal mobile. The term mobile cloud computing was introduced not long after the concept of cloud computing. Nist national institute of standards and technology 1 appears to include key common elements widely used in the cloud computing community. Cloud computing is based on several other computing research areas such as hpc, virtualization, utility computing and grid computing.
Padmanabhan 4, mark stemm, srinivasan seshan 5, and tom henderson university of california at berkeley this paper summarizes the results. Katz elan amir, hari balakrishnan, yatin chawathe, armando fox, steven d. Mobile cloud computing mcc has revolutionized the way in which mobile subscribers across the globe leverage services on the go. Index termsmobile cloud computing, vertical and hori zontal heterogeneity, mobile computation offloading, interoper ability, portability, seamless. Portio research 1 estimates that mobile subscribers will reach 6. No doubt mobile cloud computing has certain advantages, it has certain issues in the form of low bandwidth and heterogeneity.
A survey of mobile cloud computing for smart phones. Abstract the rapid evolution of mobile computing has spawned a very heterogeneous spectrum of technologies af. Of course, neither cloud computing nor the use of innovative computing architectures. Download pdf heterogeneous computing with opencl 2 0 book full free. In this thesis, we develop a mobility aware optimal resource allocation mechanism for remote code execution in heterogeneous mobile cloud computing environment namely mobihet. Introduction throughout the last few years, cloud computing cc has provided computing solutions to lots of companies, organizations, and individual users in the form of services over the internet. The mobihet minimizes the response time and failure percentages of the remote code execution requests while it increases the load balancing among the cloudlets. In 25, a problem of a heterogeneity in the mcc is tackled. Overview of offloading in smart mobile devices for mobile cloud. For example, satyanarayana 3 proposes a cyber foraging approach in which mobile devices upload. Mobile cloud computing at its simplest refers to aninfrastructure where both the data storage and the dataprocessing happen outside of the.
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. Several surveys on cloud computing have been published so far. Analysis of key latest advances in information science and applications isbn. Mobile data offloading has already appeared to offer the means of addressing the challenges of limited computing capability and battery life of mobile devices. Mobile applications are advancing towards higher network and computation requirements which are similar to the requirements of server applications. 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. These systems gain performance or energy efficiency not just by adding the same type of processors, but by adding dissimilar coprocessors, usually incorporating specialized processing capabilities to handle particular tasks.
Taxonomy and open challenges zohreh sanaei, member, ieee, saeid abolfazli, member, ieee, abdullah gani, senior member, ieee and. The major challenge of realizing such a personal mobile cloud is the heterogeneity of mobile computing devices, which resides in both hardware and software aspects and prevents these devices from being interconnected in a generic manner. It has been attracting the attentions of entrepreneurs as a profitable business option that reduces the development and running cost of mobile applications, of mobile users as a new technology to achieve rich experience of a variety of mobile services. Heterogeneous computing refers to systems that use more than one kind of processor or cores. Considering the fifth generation 5g context in the near future, mcc will have higher level per. However, mcc is more heterogeneous and unreliable due to wireless connectivity compare to. Building such facilitators in mcc requires investigations to understand heterogeneity and its challenges over the roots. Mobile cloud computing aims to empower the mobile user by providing a seamless and rich functionality, regardless of the resource limitations of mobile devices. A network architecture for heterogeneous mobile computing eric a. Taxon omy of heterogeneity roots in mcc is devised according to the fragmentation in mobile computing, cloud computing, and networking environments. The major advantage of mobile cloud computing is that there is no need for complex and costly hardware along with extended battery life. Interconnecting heterogeneous devices in the personal mobile cloud. Task allocation for mobile cloud computing in heterogeneous.
Although there are many research studies in mobile computing and cloud computing,convergence of these two areas grants further academic efforts towards flourishing mcc. At a conceptual level, cloud computing should be a good. A heterogeneous mobile cloud computing model for hybrid clouds. Intelligent mobile agents for heterogeneous devices in cloud. In mobile cloud computing, we have a wide range of hardware and software technologies, communication networks, platforms, data formats and so on that need to interact and collaborate with each other i. The major challenge of realizing such a personal mobile cloud is the heterogeneity of mobile computing devices, which resides in both hardware and software. In this example, allocating the task to mobile cloud a incurs less communication delay than mobile cloud b, since there are fewer hops between mobile cloud a and the task generator.
Definitionmobile cloud computing is the combination of cloudcomputing and mobile networks to bring benefits formobile users, network operators, as well as cloudproviders. Security in mobile cloud computing can be explained by broadly classifying it into 2 frameworks 5. Katz elan amir 1, hari balakrishnan 2, yatin chawathe, armando fox 3, steven d. Ieee access invites manuscript submissions in the area of mobile edge computing and mobile cloud computing. Heterogeneity in mobile computing environmens robert schmohl, uwe baumgarten technische universitat m. Although still in its infancy, mobile cloud computing could become the dominant model for mobile applications in the future. Security is the main concern in mobile cloud computing. Pdf heterogeneous computing with opencl 2 0 download.
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