Multi-round auction-based resource allocation for edge computing: Maximizing social welfare

Xiao, Jianmao; Gao, Qinghang; Yang, Zenghui; Cao, Yuanlong; Wang, Hao; Zhang, Feng

doi:10.1016/j.future.2022.10.028

Cited by 9 publications

(4 citation statements)

References 44 publications

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“…These apps have evolved to serve various purposes, such as social service delivery, resource allocation, and community engagement (Maghsoudi et al, 2023;Moncatar et al, 2021). The significance of the apps is mainly connected to the efforts of the sector in improving service accessibility and efficiency (Cuesta et al, 2020;Xiao et al, 2023). Next, we evidence the advancement of Information and Communication Technology (ICT) that was utilized through the Internet growth era.…”

Section: Discussion Of Trends Evolution In Consumer Consumption Persp...mentioning

confidence: 89%

“…• Applications of Technology: Technology applications in social welfare have achieved several solutions, including: a) Streamlined service delivery: apps and online platforms simplify and facilitate the efficient provision of services to those in need (Chen et al, 2022); b) Resource allocation: technology aids in optimizing resource distribution and ensures that resources are allocated to where they are needed most to benefits vulnerable (Xiao et al, 2023); c) Enhanced communication: technology has improved communication between social welfare agencies, beneficiaries, and communities, leading to more effective support (Cuesta et al, 2019;Lu, 2022).…”

Section: Discussion Of Trends Evolution In Consumer Consumption Persp...mentioning

confidence: 99%

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Technology in Social Welfare: Analysis and Mapping of Scientific Literature

MARIMUTHU,

DEWANTI

2023

iccd

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Technology plays an important role in service delivery and service management. Social welfare is one of the service sectors that highly rely on the advancement of technologies. The emergence of varied technologies in social welfare helps this sector to manage and monitor service delivery efficiently and effectively. This paper aims to explore the phenomenon of technology inclusion in social welfare through a systematic literature review in search of its advancement in the past two decades using thematic analysis following the PRISMA guidelines. Specifically, it focuses on the introduction of applications (apps), information communication technologies (ICT), blockchain technology, the emergence of virtual reality (VR), and the growing influence of artificial intelligence (AI). This paper delves into the motivations behind the adoption of these technologies, their applications, and the solutions achieved. The review concludes with the identification of research and practical opportunities to improve the inclusion of technologies in social welfare to make the sector successful and more beneficial.

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Section: Discussion Of Trends Evolution In Consumer Consumption Persp...mentioning

confidence: 89%

Section: Discussion Of Trends Evolution In Consumer Consumption Persp...mentioning

confidence: 99%

Technology in Social Welfare: Analysis and Mapping of Scientific Literature

MARIMUTHU,

DEWANTI

2023

iccd

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“…In [2] a new methodology has been developed to elevate the advantage of resources in edge computing, especially when using 5G/6G networks for the Internet of Things (IoT). This strategy involves combining two types of auctions: one is focused on users and another one is focused on edge servers.…”

Section: Literature Surveymentioning

confidence: 99%

A Comprehensive Double Auction Mechanism for Edge Computing Services: A Survey

Waseem

2024

IJSREM

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Edge computing is the way of performing certain computing task closer to where people and their devices are present. Getting certain resources at the same time is somewhat difficult. These papers present contemporary solutions to optimize useful resources in cell-side computing systems, offering various methods including on line auctions, decentralized auction-based fully incentive mechanisms, combiner multi public sales and double public sales schemes fair protest and ensure that the associated challenges should be made front writers those strategies To expand the eclipse, involve strategies such as algorithms, tactical contracts, and tools learning plays a role, eventually especially improved performance, higher individuals enjoy, and more accept the validity of the systems involved. Keywords - Edge computing, auction, bidding, service providers.

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“…In present times, cloud computing [1,2] has become a major trend in many areas of our lives, including businesses, government, entrepreneurship, manufacturers, and business. A parallel and distributed system known as cloud computing allows for the sharing of centralized data storage, data processing tasks, and online access to information technology services or resources by connecting groups of remote servers.…”

Section: Introductionmentioning

confidence: 99%

DLTN-LOSP: A Novel Deep-Linear-Transition-Network-Based Resource Allocation Model with the Logic Overhead Security Protocol for Cloud Systems

Ramachandran,

Naqi,

Perumal

et al. 2023

Sensors

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Cloud organizations now face a challenge in managing the enormous volume of data and various resources in the cloud due to the rapid growth of the virtualized environment with many service users, ranging from small business owners to large corporations. The performance of cloud computing may suffer from ineffective resource management. As a result, resources must be distributed fairly among various stakeholders without sacrificing the organization’s profitability or the satisfaction of its customers. A customer’s request cannot be put on hold indefinitely just because the necessary resources are not available on the board. Therefore, a novel cloud resource allocation model incorporating security management is developed in this paper. Here, the Deep Linear Transition Network (DLTN) mechanism is developed for effectively allocating resources to cloud systems. Then, an Adaptive Mongoose Optimization Algorithm (AMOA) is deployed to compute the beamforming solution for reward prediction, which supports the process of resource allocation. Moreover, the Logic Overhead Security Protocol (LOSP) is implemented to ensure secured resource management in the cloud system, where Burrows–Abadi–Needham (BAN) logic is used to predict the agreement logic. During the results analysis, the performance of the proposed DLTN-LOSP model is validated and compared using different metrics such as makespan, processing time, and utilization rate. For system validation and testing, 100 to 500 resources are used in this study, and the results achieved a make-up of 2.3% and a utilization rate of 13 percent. Moreover, the obtained results confirm the superiority of the proposed framework, with better performance outcomes.

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Multi-round auction-based resource allocation for edge computing: Maximizing social welfare

Cited by 9 publications

References 44 publications

Technology in Social Welfare: Analysis and Mapping of Scientific Literature

Technology in Social Welfare: Analysis and Mapping of Scientific Literature

A Comprehensive Double Auction Mechanism for Edge Computing Services: A Survey

DLTN-LOSP: A Novel Deep-Linear-Transition-Network-Based Resource Allocation Model with the Logic Overhead Security Protocol for Cloud Systems

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