Towards an Effective Service Allocation in Fog Computing
نویسندگان
چکیده
The Internet of Things (IoT) generates a large volume data whenever devices are interconnected and exchange across network. Consequently, variety services with diverse needs arises, including capacity requirements, quality, latency demands. These operate on fog computing devices, which limited in power bandwidth compared to the cloud. primary challenge lies determining optimal location for service implementation: fog, cloud, or hybrid setup. This paper introduces an efficient allocation technique that moves processing closer network’s side. It explores while maintaining resource utilization within IoT architecture. also examines significance allocating optimizing computing. In scenarios, where wide range coexist, it becomes crucial effectively assign devices. We propose priority-based (PSA) sort-based (SSA) techniques, employed determine order utilizing perform different services. Experimental results demonstrate our proposed reduces communication over network by 88%, is achieved most locally fog. increased distribution 96%, simultaneously minimizing wastage resources.
منابع مشابه
An architecture for elastic resource allocation in Fog Computing
Cloud computing is an amazing technology that uses an internet and central remote server to maintain data in different applications .This technology allows delivery of computing resources over the internet. Cloud offers scalability, availability, elasticity and multitenancy.The most fundamental issue in cloud computing is virtualization .Virtualization is a technique which allows to run multipl...
متن کاملSecurity Challenges in Fog Computing in Healthcare
Background and Aim: The Fog Computing is a highly virtualized platform that provides storage, computing and networking services between the Cloud data centers and end devices. Fog computing fits the characteristics of real-time health monitoring systems. In such systems, a large amount of data is acquired from a multitude of bio and environmental sensors. On the other hand, its distribution and...
متن کاملTask Scheduling in Fog Computing: A Survey
Recently, fog computing has been introducedto solve the challenges of cloud computing regarding Internet objects. One of the challenges in the field of fog computing is the scheduling of tasks requested by Internet objects. In this study, a review of articles related to task scheduling in fog computing has been done. At first, the research questions and goals will be introduced, an...
متن کاملTowards Proactive Mobility-Aware Fog Computing
A common approach for many Internet of Things (IoT) and business applications is to rely on distant Cloud services for the processing of data. Several of these applications collect data from a multitude of proximity-based ubiquitous resources to provide various real-time services for their users. However, this has the downside of resulting in explicit latency of the result, being especially pro...
متن کاملAn Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing
Despite the wide utilization of cloud computing (e.g., services, applications, and resources), some of the services, applications, and smart devices are not able to fully benefit from this attractive cloud computing paradigm due to the following issues: (1) smart devices might be lacking in their capacity (e.g., processing, memory, storage, battery, and resource allocation), (2) they might be l...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Sensors
سال: 2023
ISSN: ['1424-8220']
DOI: https://doi.org/10.3390/s23177327