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Matthijs Jansen edited this page May 18, 2021 · 99 revisions

Table of Contents

Edge Resource Management

General information on the edge, edge resources and edge resource management.

  • Hong, Cheol-Ho, and Blesson Varghese. "Resource management in fog/edge computing: a survey on architectures, infrastructure, and algorithms." ACM Computing Surveys (CSUR) 52.5 (2019): 1-37. Paper
  • Linux Foundation (2021). State of the Edge 2021. Paper, Presentation
  • Wang, Junjue, et al. "Towards scalable edge-native applications." Proceedings of the 4th ACM/IEEE Symposium on Edge Computing. 2019. Paper
  • Satyanarayanan, Mahadev, Wei Gao, and Brandon Lucia. "The computing landscape of the 21st century." Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. 2019. Paper
  • Maheshwari, Sumit, et al. "Scalability and performance evaluation of edge cloud systems for latency constrained applications." 2018 IEEE/ACM Symposium on Edge Computing (SEC). IEEE, 2018. Paper
  • Gedeon, Julien, et al. "From cell towers to smart street lamps: Placing cloudlets on existing urban infrastructures." 2018 IEEE/ACM Symposium on Edge Computing (SEC). IEEE, 2018. Paper
  • Caprolu, Maurantonio, et al. "Edge computing perspectives: architectures, technologies, and open security issues." 2019 IEEE International Conference on Edge Computing (EDGE). IEEE, 2019. Paper

Related Reference Architectures

The 'competition', prior work on reference architectures in the same field.

  • Van Eyk, Erwin, et al. "The SPEC-RG reference architecture for faas: From microservices and containers to serverless platforms." IEEE Internet Computing 23.6 (2019): 7-18. Paper
  • Liu, Fang, et al. "NIST cloud computing reference architecture." NIST special publication 500.2011 (2011): 1-28. Paper
  • Willner, Alexander, and Varun Gowtham. "Toward a Reference Architecture Model for Industrial Edge Computing." IEEE Communications Standards Magazine 4.4 (2020): 42-48. Paper
  • OpenFog Consortium Architecture Working Group. "OpenFog reference architecture for fog computing." OPFRA001 20817 (2017): 162. Paper, Later version
  • ETSI, MECISG. "Mobile edge computing (mec); framework and reference architecture." ETSI, DGS MEC 3 (2016). Paper
  • OpenNebula. Edge Cloud Architecture - White Paper. OpenNebula 2020. Paper, Related work 1, Related work 2
  • Intel and SAP. IoT Joint Reference Architecture from Intel and SAP. Intel 2018. Paper, Related work 1, Related work 2
  • Edge Computing Consortium (ECC) and Alliance of Industrial Internet (All). Edge Computing Reference Architecture 2.0. ECC 2017. Paper
  • Sittón-Candanedo, Inés, et al. "A review of edge computing reference architectures and a new global edge proposal." Future Generation Computer Systems 99 (2019): 278-294. Paper
  • Qi, Qinglin, and Fei Tao. "A smart manufacturing service system based on edge computing, fog computing, and cloud computing." IEEE Access 7 (2019): 86769-86777. Paper
  • Mahmud, Redowan, Fernando Luiz Koch, and Rajkumar Buyya. "Cloud-fog interoperability in IoT-enabled healthcare solutions." Proceedings of the 19th international conference on distributed computing and networking. 2018. Paper
  • Pop, Paul, et al. "The FORA fog computing platform for industrial IoT." Information Systems 98 (2021): 101727. Paper

Surveys, reviews, overviews

  • Ray, Partha Pratim, and Neeraj Kumar. "SDN/NFV architectures for edge-cloud oriented IoT: A systematic review." Computer Communications (2021). Paper

Academic Resource Management Systems

Systems that need to be mapped onto our architecture.

Surveys, reviews, overviews

Commercial Resource Management Systems

Systems that need to be mapped onto our architecture. Some of these systems may not have any explanation or source code.

Interesting Applications

Applications we may want to map onto the edge reference architecture.

Mobile Cloud Computing (MCC)

Using the cloud as an offload target for mobile nodes.

OR: Using a collection of nearby mobile nodes to make a cloud of mobile nodes. This is something completely different than the previous definition of mobile cloud, but people use the same name.

Both:

Mobile Edge Computing (MEC)

Uses the edge computing 'mobile node - edge node - cloud' model, but focused on network providers: Edge nodes are directly connected to networking infrastructure, most notably 5g antennas. So: Note that MEC and edge computing are closely related, but not necessarily the same thing.

Edge Cloud

Moving cloud services closer to the users, to the edge.

Network Slicing

Network slicing is a virtualization technique where the network gets divided into multiple, isolated sub-networks. These sub-networks can spawn the entire multi-tier edge ecosystem. This can be used to not only efficiently manage mobile / edge nodes, but also the network that connects them.

Specialized Systems

Systems / resource managers that focus on a specific thing instead of generalization.

Benchmarks

Benchmarks that compare resource management systems at the edge

Workflows

Executing DAGs

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