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The Promise of Edge Computing

Computer, 2016
The success of the Internet of Things and rich cloud services have helped create the need for edge computing, in which data processing occurs in part at the network edge, rather than completely in the cloud. Edge computing could address concerns such as latency, mobile devices' limited battery life, bandwidth costs, security, and privacy.
Weisong Shi, Schahram Dustdar
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The edge of computational photography

Communications of the ACM, 2019
Smartphones and consumer cameras increasingly give professional photographers a run for their money.
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The Computation of Binocular Edges

Perception, 1980
A computational model is described which effects the binocular combination of monocular edge information. The distinctive features of the model are: (i) it identifies edge locations in each monocular field by searching for zero crossings in nonorientated centre-surround convolution profiles; (ii) it selects amongst all possible binocular point-for ...
J E, Mayhew, J P, Frisby
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Cloud Computing at the Edges

2016
Currently, most cloud computing deployments are generally supported through the use of large scale data centres. There is a common perception that by developing scalable computation, storage, network, and by energy-acquisition at preferential prices, data centres are able to provide more efficient, reliable and cost effective hosting environments for ...
Luiz F. Bittencourt   +2 more
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A Survey of Computation Offloading in Edge Computing

2020 International Conference on Computer, Information and Telecommunication Systems (CITS), 2020
Computation offloading is a critical technology for emerging edge computing and Internet of things (IoT). It is views as a solution of the limited resources of IoT devices by offloading tasks to other devices or servers. It can brings many benefits, such as prolonging battery life, reducing the latency and improving application performance. In practice,
Tao Zheng 0010   +4 more
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Deviceless edge computing

Proceedings of the 10th ACM International Systems and Storage Conference, 2017
The serverless paradigm has been rapidly adopted by developers of cloud-native applications, mainly because it relieves them from the burden of provisioning, scaling and operating the underlying infrastructure. In this paper, we propose a novel computing paradigm - Deviceless Edge Computing that extends the serverless paradigm to the edge of the ...
Alex Glikson   +2 more
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Urban Edge Computing

2020
The new paradigm of Edge Computing aims to bring resources for storage and computations closer to end devices, alleviating stress on core networks and enabling low-latency mobile applications. While Cloud Computing carries out processing in large centralized data centers, Edge Computing leverages smaller-scale resources— often termed cloudlets—in the ...
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Comparison of edge computing implementations: Fog computing, cloudlet and mobile edge computing

2017 Global Internet of Things Summit (GIoTS), 2017
When it comes to storage and computation of large scales of data, Cloud Computing has acted as the de-facto solution over the past decade. However, with the massive growth in intelligent and mobile devices coupled with technologies like Internet of Things (IoT), V2X Communications, Augmented Reality (AR), the focus has shifted towards gaining real-time
Koustabh Dolui, Soumya Kanti Datta
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Computation Offloading Toward Edge Computing

Proceedings of the IEEE, 2019
We are living in a world where massive end devices perform computing everywhere and everyday. However, these devices are constrained by the battery and computational resources. With the increasing number of intelligent applications (e.g., augmented reality and face recognition) that require much more computational power, they shift to perform ...
Li Lin 0001   +3 more
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The Emergence of Edge Computing

Computer, 2017
Industry investment and research interest in edge computing, in which computing and storage nodes are placed at the Internet's edge in close proximity to mobile devices or sensors, have grown dramatically in recent years. This emerging technology promises to deliver highly responsive cloud services for mobile computing, scalability and privacy-policy ...
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