A Survey of Mobile Edge Computing in the Industrial Internet

Li, Zhuo; Zhou, X. K.; Qin, Yifang

doi:10.1109/icicn.2019.8834959

Cited by 27 publications

(10 citation statements)

References 12 publications

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“…Some works are focusing on specific perspectives: security [62], [68], [74], [83], [87], security and resilience [59], security and efficiency [84], reliability and latency [86], dependability [76], [79], [85]. Other works focus on specific environments: vehicular networks [81], [88], IoT [63], [82]- [84], industrial Internet [69]. Finally, other works focus on specific tasks or parts: location trade-off [53], orchestration [54], capabilities on computing, caching, and communication [55], communication [56], computation offload [57], service adoption and provision [61], infrastructure [64], optimization [72], tools and applications [73], integration with network slicing [75].…”

Section: Related Workmentioning

confidence: 99%

“…A survey on dependability on MEC does not exists. A few papers are mainly focused on dependability aspects [76], [79], [85] and others have parts dedicated to dependability aspects [66], [67], [69] or shared with other aspects [56], [60], [78], [86]. The other papers just mention it or use it as requirement [56], [69], property [58], benefit [71], or challenge [66], [70].…”

Section: B State Of the Artmentioning

confidence: 99%

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5G Multi-access Edge Computing: Security, Dependability, and Performance

Nencioni,

Garroppo,

Olimid

2021

Preprint

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The main innovation of the Fifth Generation (5G) of mobile networks is the ability to provide novel services with new and stricter requirements. One of the technologies that enable the new 5G services is the Multi-access Edge Computing (MEC). MEC is a system composed of multiple devices with computing and storage capabilities that are deployed at the edge of the network, i.e., close to the end users. MEC reduces latency and enables contextual information and real-time awareness of the local environment. MEC also allows cloud offloading and the reduction of traffic congestion. Performance is not the only requirement that the new 5G services have. New missioncritical applications also require high security and dependability. These three aspects (security, dependability, and performance) are rarely addressed together. This survey fills this gap and presents 5G MEC by addressing all these three aspects. First, we overview the background knowledge on MEC by referring to the current standardization efforts. Second, we individually present each aspect by introducing the related taxonomy (important for the not expert on the aspect), the state of the art, and the challenges on 5G MEC. Finally, we discuss the challenges of jointly addressing the three aspects.

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Section: Related Workmentioning

confidence: 99%

Section: B State Of the Artmentioning

confidence: 99%

5G Multi-access Edge Computing: Security, Dependability, and Performance

Nencioni,

Garroppo,

Olimid

2021

Preprint

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“…As the concept of the smart factory (SF) comes from the integration of conventional industrial and Internet. It has higher requirements consisting of low latency, high reliability, high privacy, and massive connectivity [53]. The Industrial Internet Consortium publishes a white-book and points out edge computing is a promising solution for SF [54].…”

Section: ) Smart Factorymentioning

confidence: 99%

Convergence of Recommender Systems and Edge Computing: A Comprehensive Survey

Sun

et al. 2020

IEEE Access

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Under the explosive growth of information available on the Web, recommender systems have been used as an effective technology to filter useless information and attempt to recommend the most useful items. The proliferation of smart phones, smart wearable devices and other Internet of Thing (IoT) devices has gradually driven many novel emerging services which are latency-sensitive and computation-intensive with a higher quality-of-service. Under such circumstances, the data sources contain four key characteristics (i.e., sparsity, heterogeneity, mobility, volatility). The conventional recommender systems based on cloud computing are incapable of digging the information of user demands. Mobile edge computing is a novel computing paradigm via pushing computation/storage resource from the remote cloud servers to the network edge servers to provide more intelligent and personalized service. This paper comprehensively reviews the state of the art literature on the convergence of recommender systems and edge computing, and identify the future directions along this dimension. This paper can provide an array of new perspectives on the convergence for researchers, practitioners, and tap into the richness of this interdisciplinary research area.

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“…Data flows are one of the key enablers of this convergence, as they allow the linking between the physical objects and their counterparts in the cyber world. This consolidates the advanced integration of industrial machines and the new generation of data distribution over the Internet, it introduces a new interconnectivity of industrial resources, network elements and diverse data types [2]. However, technical challenges have appeared, specifically related to efficient and standardized connectivity and communication [3], routing mechanisms [4], real-time control [5], energy management [6], and security administration [7].…”

Section: Introductionmentioning

confidence: 99%

A Survey on Industrial Internet With ISA100 Wireless

2020

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We present a detailed survey of the literature on the ISA100 Wireless industrial Internet standard (also known as ISA100.11a or IEC 62734). ISA100 Wireless is the IEEE 802.15.4-compatible wireless networking standard "Wireless Systems for Industrial Automation: Process Control and Related Applications". It features technologies such as 6LoWPAN, which renders it ideal for industrial Internet edge applications. The survey focuses on the state of the art research results in the frame of ISA100 Wireless from a holistic point of view, including aspects like communication optimization, routing mechanisms, realtime control, energy management and security. Additionally, we present a set of reference works on the related deployments around the globe (experimental testbeds and real-terrain installations), as well as of the comparison to and coexistence with another highly relevant industrial standard, WirelessHART. We conclude by discussing a set of open research challenges.

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A Survey of Mobile Edge Computing in the Industrial Internet

Cited by 27 publications

References 12 publications

5G Multi-access Edge Computing: Security, Dependability, and Performance

5G Multi-access Edge Computing: Security, Dependability, and Performance

Convergence of Recommender Systems and Edge Computing: A Comprehensive Survey

A Survey on Industrial Internet With ISA100 Wireless

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