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Dynamic Resource Caching in the IoT Application Layer for Smart Cities
- Source :
- IEEE Internet of Things Journal. 5:606-613
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- We propose to apply constrained application protocol publish/subscribe to cache popular Internet of Things (IoT) resources in a broker to reduce the energy consumption of servers (which host these popular resources) and the average delay for delivering the IoT resources’ contents to the clients. We provide the smart parking application in smart cities as an example to demonstrate the benefit for conducting popular IoT resource caching. However, caching popular IoT resources in the broker may not always be the optimal choice, i.e., the broker may be congested by caching too many IoT resources, and so the average delay for enabling the broker to deliver contents of the IoT resources may be unbearable. Thus, we propose a novel energy aware and latency guaranteed dynamic resource caching (EASE) strategy to enable the broker to cache suitable popular resources such that the energy savings from the servers are maximized, while the average delay for publishing the contents of the resources to the corresponding clients is minimized. We demonstrate the performances of EASE via simulations as compared to other two baseline IoT resource caching strategies.
- Subjects :
- Computer Networks and Communications
business.industry
Computer science
Distributed computing
05 social sciences
050801 communication & media studies
020206 networking & telecommunications
02 engineering and technology
Dynamic priority scheduling
Energy consumption
Application layer
Computer Science Applications
Constrained Application Protocol
0508 media and communications
Hardware and Architecture
Server
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
Cache
business
Information Systems
Computer network
Subjects
Details
- ISSN :
- 23274662
- Volume :
- 5
- Database :
- OpenAIRE
- Journal :
- IEEE Internet of Things Journal
- Accession number :
- edsair.doi...........9b555fed7afd8d9aa9989c224e5aadfe
- Full Text :
- https://doi.org/10.1109/jiot.2017.2764418