convergence essentially can be defined as at least two discernible entities moving toward union and is prominent in the ICT sector where combinations of different products and services have resulted in many meaningful...
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ISBN:
(纸本)9781890843328
convergence essentially can be defined as at least two discernible entities moving toward union and is prominent in the ICT sector where combinations of different products and services have resulted in many meaningful innovations. Since convergence is triggered by knowledge convergence, we explore this phenomenon between cloud computing and big data by employing keyword co-occurrence analysis on scientific publications. Following that, this paper explores the case of Malaysia as cloud computing service sector has emerged and there is focus on adoption of big data. Subsequently, new opportunities for cloud service providers in Malaysia are derived from the result of knowledge convergence.
In this article there is viewed the strategy of how Virtual Learning Environment (VLE) for general secondary education can be gradually transformed from digital resources located in schools to overall Cloud computing ...
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ISBN:
(纸本)9781467308946;9788994364261
In this article there is viewed the strategy of how Virtual Learning Environment (VLE) for general secondary education can be gradually transformed from digital resources located in schools to overall Cloud computing application, comprehending this process as convergence from the VLE located in schools to the one disposed on Cloud. There are divided VLE functional blocks and described Unified computing facility structure, which is meant to be as Cloud computing resource.
Internet of Things (IoT), currently cloud IoT infrastructure is shifting toward fog computing through the task offloading process. Fog computing provides computing capabilities that bring closer to the IoT devices. By...
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ISBN:
(纸本)9781665423830
Internet of Things (IoT), currently cloud IoT infrastructure is shifting toward fog computing through the task offloading process. Fog computing provides computing capabilities that bring closer to the IoT devices. By task offloading shifting to the fog, nodes can avoid high network congestion. Fog computing can improve the quality of service, especially for delay-sensitive applications by enabling low latency requirements. In the IoT infrastructure, low-cost devices are used for less expensive infrastructure deployments. Raspberry pi is used for computing infrastructure with cheaper development. A small single-board computer not only has high computing capacity but also allows high portability.
We propose distributed media computing method for high performance and massive computing of media processing. By dividing media streams temporally and spatially, and processing them, the method reduces the elapsed tim...
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ISBN:
(纸本)9781467371162
We propose distributed media computing method for high performance and massive computing of media processing. By dividing media streams temporally and spatially, and processing them, the method reduces the elapsed time of media processing and improves the system scalability. The experiment results show the method increases the elapsed time. The performance degradation could be mitigated using high-speed interconnection networking technology. Furthermore, we could utilize distributed and parallel processing approach by distributing media processing into remote servers.
The recent trend of military is to combined Internet of Things (IoT) knowledge to their field for enhancing the impact in battlefield. That's why Internet of battlefield (IoBT) is our concern. This paper discusses...
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ISBN:
(纸本)9781728108933
The recent trend of military is to combined Internet of Things (IoT) knowledge to their field for enhancing the impact in battlefield. That's why Internet of battlefield (IoBT) is our concern. This paper discusses how Fog Radio Access Network(F-RAN) can provide support for local computing in Industrial IoT and IoBT. F-RAN can play a vital role because of IoT devices are becoming popular and the fifth generation (5G) communication is also an emerging issue with ultra-low latency, energy consumption, bandwidth efficiency and wide range of coverage area. To overcome the disadvantages of cloud radio access networks (C-RAN) F-RAN can be introduced where a large number of F-RAN nodes can take part in joint distributed computing and content sharing scheme. The F-RAN in IoBT is effective for enhancing the computing ability with fog computing and edge computing at the network edge. Since the computing capability of the fog equipment are weak, to overcome the difficulties of fog computing in IoBT this paper illustrates some challenging issues and solutions to improve battlefield efficiency. Therefore, the distributed computing load balancing problem of the F-RAN is researched. The simulation result indicates that the load balancing strategy has better performance for F-RAN architecture in the battlefield.
The integration of fog computingtechnology into the IoT-enabled systems is expected to improve the computing performance of system in terms of delay through task offloading mechanisms. However, to gain such a benefit...
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ISBN:
(纸本)9781665423830
The integration of fog computingtechnology into the IoT-enabled systems is expected to improve the computing performance of system in terms of delay through task offloading mechanisms. However, to gain such a benefit, the schemes must consider many factors including the heterogeneity nature of fog computing environment, a variety of task requirements and characteristics. In some scenarios, many of single fogs cannot process heavy tasks due to lack of available resources or limited computing capabilities. Meanwhile, fogs with richer resources may have long queues of waiting tasks, thus probably increasing the overall delay of task execution. This paper proposes to use a task splitting to cope with the issues and investigate this impact on the delay of task offloading.
Multi-access Edge computing (MEC) technology is a key technology for realizing 5G B2B service, which is a market that domestic and foreign mobile network providers strategically target. Since MEC systems operate as op...
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ISBN:
(纸本)9781728167589
Multi-access Edge computing (MEC) technology is a key technology for realizing 5G B2B service, which is a market that domestic and foreign mobile network providers strategically target. Since MEC systems operate as open systems capable of running third-party application programs based on cloud and virtualization technologies, they can be a major target of security threats, and the development of detection and response technologies are required. This paper examines the structure and features of the framework, focusing on ETSI's MEC standards, and presents security threats from several perspectives.
Nowadays the industry has progressed from basic mechanical assist systems to fully autonomous things such as advanced robotics, driverless vehicles and monitoring drones. The use of autonomous things is the new revolu...
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ISBN:
(纸本)9781728108933
Nowadays the industry has progressed from basic mechanical assist systems to fully autonomous things such as advanced robotics, driverless vehicles and monitoring drones. The use of autonomous things is the new revolution. In addition to IT support devices such as smartphones and computers we have systems that physically interact with the world and assist us with daily tasks and work. Although there are numerous discussed benefits the realization of this autonomous things is still lacking. This paper will explore the various implementation to ease the technology adoption and proposed high level architecture for the solution.
The rapid development of advanced mobile applications, Internet of Things (IoT), and mobile communication technology has led to the emergence of edge computing. The paradigm shift from centralized cloud computing towa...
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ISBN:
(纸本)9781538650417
The rapid development of advanced mobile applications, Internet of Things (IoT), and mobile communication technology has led to the emergence of edge computing. The paradigm shift from centralized cloud computing towards edge computing has been driven by the need to efficiently support compute intensive and delay sensitive tasks for resource and capacity constrained mobile devices and sensors, by running the applications in close proximity to the users. A number of hardware, software and hyper converged infrastructure solutions have been proposed for supporting edge computing. However, supporting massively parallel workloads for increasingly large number of mobile devices and applications can be a challenging issue. In this paper, we highlight how the features and capabilities of manycore servers can be leveraged to provide efficient edge computing services. We also discuss the key features and research challenges for supporting the computation, communication and caching (i.e. 3C) services on manycore systems.
Prior load balancing heuristics for edge computing require additional efforts for collecting and analyzing the global knowledge on a system. To this end, we propose a sandpile based load distribution scheme, which con...
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ISBN:
(纸本)9781538650417
Prior load balancing heuristics for edge computing require additional efforts for collecting and analyzing the global knowledge on a system. To this end, we propose a sandpile based load distribution scheme, which confidently guarantees that the entire edge resources naturally evolve towards the most stable state in a natural fashion. Our scheme is evaluated with three heuristic strategies and their performance is discussed in terms of avalanche behavior, latency minimization, and self-organized criticality.
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