Enhancement of QoS for fog computing model aspect of robust resource management

Author(s):  
Gopal Chandra Jana ◽  
Sudatta Banerjee
2022 ◽  
Author(s):  
Anupama Mampage ◽  
Shanika Karunasekera ◽  
Rajkumar Buyya

Serverless computing has emerged as an attractive deployment option for cloud applications in recent times. The unique features of this computing model include rapid auto-scaling, strong isolation, fine-grained billing options and access to a massive service ecosystem which autonomously handles resource management decisions. This model is increasingly being explored for deployments in geographically distributed edge and fog computing networks as well, due to these characteristics. Effective management of computing resources has always gained a lot of attention among researchers. The need to automate the entire process of resource provisioning, allocation, scheduling, monitoring and scaling, has resulted in the need for specialized focus on resource management under the serverless model. In this article, we identify the major aspects covering the broader concept of resource management in serverless environments and propose a taxonomy of elements which influence these aspects, encompassing characteristics of system design, workload attributes and stakeholder expectations. We take a holistic view on serverless environments deployed across edge, fog and cloud computing networks. We also analyse existing works discussing aspects of serverless resource management using this taxonomy. This article further identifies gaps in literature and highlights future research directions for improving capabilities of this computing model.


2019 ◽  
Vol 6 (3) ◽  
pp. 4585-4600 ◽  
Author(s):  
Zehui Xiong ◽  
Shaohan Feng ◽  
Wenbo Wang ◽  
Dusit Niyato ◽  
Ping Wang ◽  
...  

2021 ◽  
Vol 18 (4) ◽  
pp. 115-125
Author(s):  
Ming Kong ◽  
Junhui Zhao ◽  
Xiaoke Sun ◽  
Yiwen Nie

2021 ◽  
Vol 17 (4) ◽  
pp. 371
Author(s):  
Seifedine Kadry ◽  
S. Vimal ◽  
Y. Harold Robinson ◽  
E. Golden Julie ◽  
R. Rajmohan ◽  
...  

Author(s):  
Anshu Devi ◽  
Ramesh Kait ◽  
Virender Ranga

Fog computing is a term coined by networking giant Cisco. It is a new paradigm that extends the cloud computing model by conferring computation, storage, and application services at the periphery of networks. Fog computing is a gifted paradigm of cloud computing that facilitates the mobility, portability, heterogeneity, and processing of voluminous data. These distinct features of fog help to reduce latency and make it suitable for location-sensitive applications. Fog computing features raise new security concerns and challenges. The existing cloud security has not been implemented directly due to mobility, heterogeneity of fog nodes. As we know, IoT has to process large amount of data quickly; therefore, it has various functionality-driven applications that escalate security concerns. The primary aim of this chapter is to present the most recent security aspects such as authentication and trust, reputation-based trust model, rogue fog node and authentication at different level, security threats, challenges, and also highlights the future aspects of fog.


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