Journal ArticleDOI
The Emergence of Edge Computing
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TLDR
A five-video playlist demonstrating proof-of-concept implementations for three tasks: assembling 2D Lego models, freehand sketching, and playing Ping-Pong is demonstrated.Abstract:
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 enforcement for the Internet of Things, and the ability to mask transient cloud outages. The web extra at www.youtube.com/playlist?list=PLmrZVvFtthdP3fwHPy_4d61oDvQY_RBgS includes a five-video playlist demonstrating proof-of-concept implementations for three tasks: assembling 2D Lego models, freehand sketching, and playing Ping-Pong.read more
Citations
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Journal ArticleDOI
Deep Learning With Edge Computing: A Review
Jiasi Chen,Xukan Ran +1 more
TL;DR: This paper will provide an overview of applications where deep learning is used at the network edge, discuss various approaches for quickly executing deep learning inference across a combination of end devices, edge servers, and the cloud, and describe the methods for training deep learning models across multiple edge devices.
Journal ArticleDOI
Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning
TL;DR: This paper considers MEC for a representative mobile user in an ultradense sliced RAN, where multiple base stations are available to be selected for computation offloading and proposes a double deep ${Q}$ -network (DQN)-based strategic computation offload algorithm to learn the optimal policy without knowing a priori knowledge of network dynamics.
Journal ArticleDOI
Integrated Blockchain and Edge Computing Systems: A Survey, Some Research Issues and Challenges
TL;DR: This survey investigates some of the work that has been done to enable the integrated blockchain and edge computing system and discusses the research challenges, identifying several vital aspects of the integration of blockchain andEdge computing: motivations, frameworks, enabling functionalities, and challenges.
Journal ArticleDOI
Survey on Multi-Access Edge Computing for Internet of Things Realization
TL;DR: This survey provides a holistic overview on the exploitation of MEC technology for the realization of IoT applications and their synergies and discusses the technical aspects of enabling MEC in IoT and provides some insight into various other integration technologies therein.
Journal ArticleDOI
The Future of Healthcare Internet of Things: A Survey of Emerging Technologies
TL;DR: The Internet of Nano Things and Tactile Internet are driving the innovation in the H-IoT applications and the future course for improving the Quality of Service (QoS) using these new technologies are identified.
References
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Proceedings ArticleDOI
Fog computing and its role in the internet of things
TL;DR: This paper argues that the above characteristics make the Fog the appropriate platform for a number of critical Internet of Things services and applications, namely, Connected Vehicle, Smart Grid, Smart Cities, and, in general, Wireless Sensors and Actuators Networks (WSANs).
Journal ArticleDOI
The Case for VM-Based Cloudlets in Mobile Computing
TL;DR: The results from a proof-of-concept prototype suggest that VM technology can indeed help meet the need for rapid customization of infrastructure for diverse applications, and this article discusses the technical obstacles to these transformations and proposes a new architecture for overcoming them.
Journal ArticleDOI
Pervasive computing: vision and challenges
TL;DR: The relationship of this new field to its predecessors is examined: distributed systems and mobile computing, and four new research thrusts are identified: effective use of smart spaces, invisibility, localized scalability, and masking uneven conditioning.
Book ChapterDOI
Fog Computing and Its Role in the Internet of Things
TL;DR: This chapter argues that the above characteristics make the Fog the appropriate platform for a number of critical internet of things services and applications, namely connected vehicle, smart grid, smart cities, and in general, wireless sensors and actuators networks (WSANs).
Journal ArticleDOI
Disconnected operation in the Coda File System
TL;DR: This paper shows that disconnected operation is feasible, efficient and usable by describing its design and implementation in the Coda File System by showing that caching of data, now widely used for performance, can also be exploited to improve availability.