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On-Demand Computation Offloading Architecture in Fog Networks

Yeonjin Jin, HyungJune Lee
2019 Electronics  
In this paper, we propose an on-demand computation offloading architecture in fog networks, by soliciting available resources from nearby edge devices and distributing a suitable amount of computation  ...  soliciting status, and (3) task redistribution in preparation for possible network and computation losses.  ...  in a dynamic network environment.  ... 
doi:10.3390/electronics8101076 fatcat:ab6d6ccku5fhplgydwlnal7cc4

Managing the Cloud Continuum: Lessons Learnt from a Real Fog-to-Cloud Deployment

Xavi Masip-Bruin, Eva Marín-Tordera, Sergi Sánchez-López, Jordi Garcia, Admela Jukan, Ana Juan Ferrer, Anna Queralt, Antonio Salis, Andrea Bartoli, Matija Cankar, Cristovao Cordeiro, Jens Jensen (+1 others)
2021 Sensors  
cloud, designed in particular to address key edge characteristics, such as mobility, heterogeneity and volatility.  ...  The wide adoption of the recently coined fog and edge computing paradigms alongside conventional cloud computing creates a novel scenario, known as the cloud continuum, where services may benefit from  ...  operation Volatility The Recommender and the Discovery process handle the unavoidable volatility caused by systems mobility Infrastructure adaptability Dynamic infrastructure provisioning  ... 
doi:10.3390/s21092974 pmid:33922751 fatcat:pxrugqf3bfevfglfkacoubt47i

Guest Editorial: IEEE TC Special Issue on Domain-Specific Architectures for Emerging Applications

Lisa Wu Wills, Karthik Swaminathan
2020 IEEE transactions on computers  
In the article "Accelerating Deep Neural Network In-situ Training with Non-volatile and Volatile Memory Based Hybrid Precision Synapses" by Yandong Luo and Shimeng Yu, the authors demonstrate a processing-in-memory  ...  architecture that combines emerging non-volatile memories (eNVMs) with a volatile capacitor to accelerate in-situ training on-chip, and attain performance of over 200Â and 30Â compared to TPU and GPU  ...  Ever-increasing performance and energy efficiency demands on automatic speech recognition systems for mobile devices motivates the research presented in the article "LAWS: Locality-AWare Scheme for Automatic  ... 
doi:10.1109/tc.2020.3002674 fatcat:wkojnwhojjfh3ffh6pcnu563vi

Edge of Things: The Big Picture on the Integration of Edge, IoT and the Cloud in a Distributed Computing Environment

Hesham El-Sayed, Sharmi Sankar, Mukesh Prasad, Deepak Puthal, Akshansh Gupta, Manoranjan Mohanty, Chin-Teng Lin
2018 IEEE Access  
Hence, this paper aims to validate the efficiency and resourcefulness of EC. We extensively survey the edge systems and present a comparative study of cloud computing systems.  ...  In order to avoid these problems in the network and achieve an optimum level of resource utilization, a new paradigm called edge computing (EC) is proposed to pave the way for the evolution of new age  ...  [22] proposed a novel edge computing system architecture for highly dynamic and volatile environments to deliver failproof applications.  ... 
doi:10.1109/access.2017.2780087 fatcat:rbebqib7z5e3dmrt6q2wp3dvzq

Bio-inspired monitoring of pervasive environments

Apostolos Malatras, Fei Peng, Beat Hirsbrunner
2011 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
computing environments.  ...  In particular, we take advantage of bioinspired self-organization mechanisms to construct reliable P2P overlays and thus provide more robust and adaptive monitoring solutions.  ...  in highly dynamic situations.  ... 
doi:10.1109/percomw.2011.5766908 dblp:conf/percom/MalatrasPH11 fatcat:5pdepginpzex3l2ffurefpk4ou

Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms [article]

Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2021 arXiv   pre-print
All this creates novel demands for the underlying architecture and resource management, which must bridge the gap from edge to cloud environments, while keeping the QoS parameters within required boundaries  ...  The focal point of this continuum are cognitive devices, which have to make decisions autonomously using their on-board computation and storage capacity based on information sensed from their environment  ...  apply techniques for anticipating the volatility and uncertainty introduced by real-world availability of dynamic cognitive resources, thereby enabling an efficient and reliable service provisioning.  ... 
arXiv:2103.06026v1 fatcat:qz3hv3clojhpth6bmreovcfuta

Dense Moving Fog for Intelligent IoT: Key Challenges and Opportunities [article]

Sergey Andreev, Vitaly Petrov, Kaibin Huang, Maria A. Lema, Mischa Dohler
2018 arXiv   pre-print
Conventional cloud and edge computing paradigms may thus become insufficient in supporting the increasingly stringent operating requirements of intelligent Internet-of-Things (IoT) devices that can move  ...  Complementing these, the concept of fog emerges to deploy cooperative cloud-like functions in the immediate vicinity of various moving devices, such as connected and autonomous vehicles, on the road and  ...  However, in intelligent IoT scenarios where the communicating devices are highly mobile and the surrounding environment is dynamic [9] , multi-connectivity mechanisms are becoming vital, as the direct  ... 
arXiv:1812.08387v1 fatcat:2ldqwzmbhreixbkqgq2jgnd52q

Evolving Container to Unikernel for Edge Computing and Applications in Process Industry

Shichao Chen, Mengchu Zhou
2021 Processes  
We discuss and compare their applicability in terms of migration, security, and orchestration for edge computing and industrial applications.  ...  Edge computing can provide delay-sensitive services in industrial processes to realize intelligent production.  ...  Acknowldgement: We would like to acknowledge the help of Yue Liu, School of Artificial Intelligence and Automation, Beijing University of Technology, Beijing, China for her help in drawing some figures  ... 
doi:10.3390/pr9020351 fatcat:jhhdbs5vkzctrlsrtzd4fvhtfa

VNF and Container Placement: Recent Advances and Future Trends [article]

Wissal Attaoui, Essaid Sabir, Halima Elbiaze, Mohsen Guizani
2022 arXiv   pre-print
In this context, the second part of our article focuses on the placement of containers in edge/fog computing.  ...  , improves flexibility, and leads to efficient and scalable resource usage, and lower costs.  ...  in an edge computing environment.  ... 
arXiv:2204.00178v1 fatcat:giwlibsaknbkdnuvkao6nhkdnq

Democratizing the Edge: A Pervasive Edge Computing Framework [article]

Reza Tourani, Srikathyayani Srikanteswara, Satyajayant Misra, Richard Chow, Lily Yang, Xiruo Liu, Yi Zhang
2020 arXiv   pre-print
In this paper, we discuss the design of Pervasive Edge Computing (PEC)--a democratized edge computing framework, which enables end-user devices (e.g., smartphones, IoT devices, and vehicles) to dynamically  ...  Various edge computing architectures have emerged, including multi-access edge computing and edge-cloud, all with the premise of reducing communication latency and augmenting privacy.  ...  Edge Resource Discovery: Edge is a distributed and chaotic environment due to resource heterogeneity, traffic diversity/volatility, mobility, and varying link conditions.  ... 
arXiv:2007.00641v1 fatcat:rw2teal3jjdxlcbrany3ilxoum

Fogbanks: Future Dynamic Vehicular Fog Banks for Processing, Sensing and Storage in 6G [article]

A.A. Alahmadi, M.O.I. Musa, T.E.H. El-Gorashi, J.M.H. Elmirghani, S. Grant-Muller, D. Hutchison, A. Mauthe, M. Dianati, C. Maple, L. Lefevre, A. Lason
2020 arXiv   pre-print
Fixed edge processing has become a key feature of 5G networks, while playing a key role in reducing latency, improving energy efficiency and introducing flexible compute resource utilization on-demand  ...  Finally, we describe additional future directions needed to establish reliability, security, virtualisation, energy efficiency, business models and standardization.  ...  All data are provided in full in the results section of this paper.  ... 
arXiv:2005.04731v1 fatcat:hxcivngryjdhfc3bjlbkmiyp3q

At the Edge of a Seamless Cloud Experience [article]

Samuel Rac, Mats Brorsson
2021 arXiv   pre-print
In this paper, we discuss the main challenges to be met in edge computing and solutions to achieve a seamless cloud experience.  ...  Edge devices can be mobile, like a car, which complicates architecture with dynamic topologies. IoT devices produce a considerable amount of data that can be processed at the Edge.  ...  WebAssembly is also a technology to consider in an edge computing environment.  ... 
arXiv:2111.06157v1 fatcat:khos7gl7l5drpgv5x4mgdrfjum

A Cognitive Theory-based Opportunistic Resource-Pooling Scheme for Ad hoc Networks

Seema B. Hegde, B. Satish Babu, Pallapa Venkataram
2017 Journal of Intelligent Systems  
In this context, we are proposing an opportunistic resource-pooling scheme that uses a cognitive computing model to accumulate the resources with faster resource convergence rate, reliability, and lower  ...  AbstractResource pooling in ad hoc networks deals with accumulating computing and network resources to implement network control schemes such as routing, congestion, traffic management, and so on.  ...  -The framework is based on an in-band signaling approach that supports mobility and end-to-end QOS for dynamic environments.  ... 
doi:10.1515/jisys-2015-0050 fatcat:pmq7u7aujnd4tlaudczngtq3fq

Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring

Grégoire Danoy, Matthias R. Brust, Pascal Bouvry
2015 Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications - DIVANet '15  
The proposed model works online and is fully distributed. The connection stability is evaluated against different measurements such as stability coefficient and volatility.  ...  This work considers a bi-level flying ad hoc networks (FANETs), in which each UAV is equipped with ad hoc communication capabilities, in which the higher level fixed-wing swarm serves mainly as a communication  ...  The volatility of a network is thus the sum of the volatility of all edges.  ... 
doi:10.1145/2815347.2815351 dblp:conf/mswim/DanoyBB15 fatcat:g3yg4jakgbcg7h3lzozeg7kzb4

Crowdsharing Wireless Energy Services [article]

Abdallah Lakhdari, Amani Abusafia, Athman Bouguettaya
2020 arXiv   pre-print
We propose a novel self-sustained ecosystem for energy sharing in the IoT environment.  ...  IoT devices anytime and anywhere.  ...  Therefore, managing the mobility of IoT users is a major challenge for providing and consuming energy services in highly dynamic environments. • Usage behavior: The providers' energy usage behavior impacts  ... 
arXiv:2011.07650v2 fatcat:6ynmrtlwtnasrb3rryypbqwyzm
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