Multiagent-Based Flexible Edge Computing Architecture for IoT

Suganuma, Takuo; Oide, Takuma; Kitagami, Shinji; Sugawara, Kenji; Shiratori, Norio

doi:10.1109/mnet.2018.1700201

Cited by 63 publications

(25 citation statements)

References 9 publications

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“…Chekired et al [10] proposed a two-priority queuing model to schedule and analyze industrial data. Suganuma et al [11] proposed a flexible and advanced system model. Moreover, edge-based cloud platforms have found applications in a variety of domains.…”

Section: Related Workmentioning

confidence: 99%

Edge Computing in an IoT Base Station System: Reprogramming and Real-Time Tasks

Sun

et al. 2019

Complexity

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There are millions of base stations distributed across China, each containing many support devices and monitoring sensors. Conventional base station management systems tend to be hosted in the cloud, but cloud-based systems are difficult to reprogram and performing tasks in real-time is sometimes problematic, for example, sounding a combination of alarms or executing linked tasks. To overcome these drawbacks, we propose a hybrid edge-cloud IoT base station system, called BSIS. This paper includes a theoretical mathematical model that demonstrates the dynamic characteristics of BSIS along with a formulation for implementing BSIS in practice. Embedded programmable logic controllers serve as the edge nodes; a dynamic programming method creates a seamless integration between the edge nodes and the cloud. The paper concludes with a series of comprehensive analyses on scalability, responsiveness, and reliability. These analyses indicate a possible 60% reduction in the number of alarms, an edge response time of less than 0.1s, and an average downtime ratio of 0.66%.

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Section: Related Workmentioning

confidence: 99%

Edge Computing in an IoT Base Station System: Reprogramming and Real-Time Tasks

Sun

et al. 2019

Complexity

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“…[15][16][17] In addition, since the framework is intended to empower the checked individual to have different exercises in any condition, inaccessibility of Internet association may happen. A traditional gateway simply builds up a framework network as a get to point for both information and notice transmissions, though no processing is dispensed.…”

Section: System Approach: Fog Assisted Iot Based Medical Cyber Systemmentioning

confidence: 99%

“…16 The virtualization concept will help to create a flexible and manageable policy-based network environment, as shown in Figure 6 through the implementation of emerging technologies like "Software Defined Network (SDN)" and KARTHICK AND MANIKANDAN 5 of 9 FIGURE 6 Fog assisted IoT based medical cyber system "Network Function Virtualization (NFV)." This enables the user to get the customized service from the Fog for executing their sensitive information more quickly in the edge network instead of sending to the cloud environment.…”

Section: System Approach: Fog Assisted Iot Based Medical Cyber Systemmentioning

confidence: 99%

“…In any case, this may be inadequate for a far-reaching constant health monitoring framework because of the different challenges, for example, latency in crisis circumstance and deficiency in huge information administration. [15][16][17] In addition, since the framework is intended to empower the checked individual to have different exercises in any condition, inaccessibility of Internet association may happen. Thus, the framework experiences entanglements to give administrations without its processing areas in the remote cloud server.…”

Section: System Approach: Fog Assisted Iot Based Medical Cyber Systemmentioning

confidence: 99%

“…This service expansion provides the policy-based dynamic resource provisioning by enabling the virtualization feature in the edge network. 16 The virtualization concept will help to create a flexible and manageable policy-based network environment, as shown in Figure 6 through the implementation of emerging technologies like "Software Defined Network (SDN)" and KARTHICK AND MANIKANDAN 5 of 9 FIGURE 6 Fog assisted IoT based medical cyber system "Network Function Virtualization (NFV)." SDN is intended to offer clients a way to manage organize benefits through software that makes arranges centrally programmable, which allows for faster configuration.…”

Section: System Approach: Fog Assisted Iot Based Medical Cyber Systemmentioning

confidence: 99%

See 2 more Smart Citations

Fog assisted IoT based medical cyber system for cardiovascular diseases affected patients

Karthick

Manikandan

2018

Concurrency and Computation

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IoT based Patient monitoring is the current need of the hour. The critical care services have been a crucial part for patients, who suffer from serious health conditions and heart diseases. Increased population is one of the major reasons behind waiting for clinical health monitoring services in hospitals. The current internet era and IoT based health support systems provide medical services for individuals and hospitals to forecast or early-detect probable critical care situations. The proposed approach is a new health care support system for heart patients to monitor and report with hospitals. We have introduced a Fog assisted IoT based cardio monitoring application to help the decision support system, which also tested with the existing analogues health care applications to show its elevated performance.

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Engineering Multi-agent Systems Anno 2025

Mascardi¹,

Weyns²

2019

Engineering Multi-Agent Systems

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Multiagent-Based Flexible Edge Computing Architecture for IoT

Cited by 63 publications

References 9 publications

Edge Computing in an IoT Base Station System: Reprogramming and Real-Time Tasks

Edge Computing in an IoT Base Station System: Reprogramming and Real-Time Tasks

Fog assisted IoT based medical cyber system for cardiovascular diseases affected patients

Engineering Multi-agent Systems Anno 2025

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