About: Impact of Long-Range Dependent Traffic in IoT Local Wireless Networks on Backhaul Link Performance

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Impact of Long-Range Dependent Traffic in IoT Local Wireless Networks on Backhaul Link Performance
Creator	Wlodarski, Przemyslaw
Source	PMC
abstract	Performance evaluation in Internet of Things (IoT) networks is becoming more and more important due to the increasing demand for quality of service (QoS). In addition to basic statistical properties based on the distribution of interarrival times of packets, actual network traffic exhibits correlations over a wide range of time scales associated with long-range dependence (LRD). This article focuses on examining the impact of both LRD and number of nodes that transmit packets in a typical IoT wireless local network, on performance of the backhaul link. The analysis of latency and packet loss led to an interesting observation that the aggregation of packet streams, originating from single nodes, lowers the importance of LRD, even causing an underestimation of performance results when compared to the queueing system with Markovian input.
has issue date	2020-05-25(xsd:dateTime)
bibo:doi	10.1007/978-3-030-50426-7_32
has license	no-cc
sha1sum (hex)	3f24611f61c343fee86968a9c6b8625af39d9de1
schema:url	https://doi.org/10.1007/978-3-030-50426-7_32
resource representing a document's title	Impact of Long-Range Dependent Traffic in IoT Local Wireless Networks on Backhaul Link Performance
has PubMed Central identifier	PMC7302563
schema:publication	Computational Science - ICCS 2020
resource representing a document's body	covid:3f24611f61c343fee86968a9c6b8625af39d9de1#body_text
is schema:about of	named entity 'led' named entity 'correlations' named entity 'Markovian' named entity 'Performance evaluation' named entity 'QUALITY OF SERVICE' named entity 'BASIC' named entity 'CAUSING' named entity 'NETWORKS' named entity 'DISTRIBUTION' named entity 'DUE TO' named entity 'INPUT' named entity 'IMPACT' named entity 'TIMES' named entity 'EXAMINING' named entity 'STATISTICAL' named entity 'long-range dependence' named entity 'statistical' named entity 'IoT' named entity 'packet' named entity 'Performance' named entity 'Traffic' named entity 'latency' named entity 'backhaul link' named entity 'LRD' named entity 'IoT' named entity 'IoT' named entity 'latency' named entity 'heavy-tailed' named entity 'LRD' named entity 'periodogram' named entity 'spectral density' named entity 'offered traffic' named entity 'big issue' named entity 'QoS' named entity 'physical devices' named entity 'quality of service' named entity 'IoT' named entity 'CSMA/CA' named entity 'performance of a network' named entity 'LRD' named entity 'simulation time' named entity 'C++' named entity 'LRD' named entity 'black line' named entity 'latency' named entity 'packet loss' named entity 'LRD' named entity 'IoT' named entity 'network traffic' named entity 'LRD' named entity '1.2' named entity 'LRD' named entity 'physical devices' named entity 'network traffic' named entity 'MAC' named entity 'local network' named entity 'CSMA' named entity 'backhaul link' named entity 'steady state' named entity 'LRD' named entity 'packet loss rate' named entity 'autocorrelation function' named entity 'long-range dependent' named entity 'packet loss' named entity 'long-range dependence' named entity 'Hurst exponent' named entity 'CSMA/CA' named entity 'hidden node problem' named entity 'Multiple Access with Collision Avoidance' named entity 'Hurst exponent' named entity 'Hurst exponent' named entity 'network traffic' named entity 'discrete event simulation' named entity 'Time Division Multiple Access' named entity 'st1' named entity 'LRD' named entity 'wireless network interface' named entity 'periodogram' named entity 'microcontroller' named entity 'wireless connections' named entity 'radio link' named entity 'latency' named entity 'Poisson Process'

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