MDP-IoT: MDP based interest forwarding for heterogeneous traffic in IoT-NDN environment
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Summary
A Markov Decision Process (MDP) based Interest scheduling for IoT traffic with varying priorities and measuring the performance with different traffic probabilities shows that prioritizing and treating requests based on their traffic type can reduce network load by 30 % thereby improving QoS in an IoT-NDN environment.
- Type
- article
- Published
- 2018-02-01
- Cited by
- 48
- References
- 37
- OpenAlex
- https://openalex.org/W2751166006
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:43510332
Keywords
Computer science, Internet of Things, Computer network, Scheduling (production processes), Smart objects
References
- An entropy-based probabilistic forwarding strategy in Named Data Networking
- Analysis and performance evaluation of data transport methods in Content-Centric Networking
- Internet of Things via Named Data Networking: The support of push traffic
- Survey on the Characterization and Classification of Wireless Sensor Network Applications
- Multipath congestion control in content-centric networks
- Reengineering GSM/GPRS towards a dedicated network for massive smart metering
- Networking named content
- Fundamentals of Throughput Maximization With Random Arrivals for M2M Communications
- A survey on the ietf protocol suite for the internet of things: standards, challenges, and opportunities
- Interest packets retransmission in lossy CCN networks and its impact on network performance
- CCN traffic optimization for IoT
- Internet of Things for Smart Cities
- On the Analysis of Caches with Pending Interest Tables
- Information centric networking in the IoT: experiments with NDN in the wild
- SAF: Stochastic Adaptive Forwarding in Named Data Networking
- A first look at cellular machine-to-machine traffic: large scale measurement and characterization
- Adaptive forwarding in named data networking
- A Probabilistic Production and Inventory Problem
- Markov Decision Processes With Applications in Wireless Sensor Networks: A Survey
- VIP: a framework for joint dynamic forwarding and caching in named data networks
Cited by
- Anonymous group key agreement protocol for multi-server and mobile environments based on Chebyshev chaotic maps
- A SMDP-based forwarding scheme in named data networking
- Service composition approaches in IoT: A systematic review
- IoT Data Lifetime-Based Cooperative Caching Scheme for ICN-IoT Networks
- Are NDN Congestion Control Solutions Compatible with Big Data Traffic?
- Internet of Things applications: A systematic review
- Web Architecture for Monitoring Field using Representational State Transfer Methods
- A survey of Internet of Things communication using ICN: A use case perspective
- Survey on the Incorporation of NDN/CCN in IoT
- Characterizing Internet of Things Systems through Taxonomies: A Systematic Mapping Study
- A Brief Study on IoT Applications
- Interest packets scheduling and size-based flow control mechanism for content-centric networking web servers
- A Stepwise and Hybrid Trust Evaluation Scheme for Tactical Wireless Sensor Networks
- A congestion-aware decision-driven architecture for information-centric Internet-of-Things applications
- Improving mobile ad hoc networks using hybrid IP-Information Centric Networking
- Information-Centric Networking solutions for the Internet of Things: A systematic mapping review
- An Adaptive Decision-Driven Architecture for Information-Centric Internet-of-Things Applications
- Trust Based Multipath QoS Routing Protocol for Mission-Critical Data Transmission in Tactical Ad-Hoc Networks
- DeepHop on Edge: Hop-by-hop Routing byDistributed Learning with Semantic Attention
- Task scheduling approaches in fog computing: A systematic review
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