Nik Bessis, Ciprian Dobre's Big Data and Internet of Things: A Roadmap for Smart PDF
By Nik Bessis, Ciprian Dobre
ISBN-10: 3319050281
ISBN-13: 9783319050287
ISBN-10: 331905029X
ISBN-13: 9783319050294
This publication provides present development on demanding situations regarding enormous info administration via targeting the actual demanding situations linked to context-aware data-intensive purposes and prone. The booklet is a cutting-edge reference discussing development made, in addition to prompting destiny instructions at the theories, practices, criteria and methods which are with regards to the rising computational applied sciences and their organization with assisting the net of items complicated functioning for organizational settings together with either company and e-science. except inter-operable and inter-cooperative facets, the publication offers with a amazing chance specifically, the present development within which a jointly shared and generated content material is emerged from web end-users. in particular, the ebook provides advances on handling and exploiting the big measurement of information generated from in the clever atmosphere (i.e. shrewdpermanent towns) in the direction of an built-in, collective intelligence method. The ebook additionally offers equipment and practices to enhance huge garage infrastructures according to expanding calls for of the information in depth purposes. The e-book comprises 19 self-contained chapters that have been very conscientiously chosen in keeping with peer assessment via not less than professional and autonomous reviewers and is equipped into the 3 sections reflecting the final topics of curiosity to the IoT and large facts communities:
Section I: Foundations and ideas
Section II: complicated types and Architectures
Section III: complex purposes and destiny Trends
The booklet is meant for researchers drawn to becoming a member of interdisciplinary and transdisciplinary works within the components of shrewdpermanent Environments, web of items and numerous computational applied sciences for the aim of an built-in collective computational intelligence process into the large facts period.
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Extra info for Big Data and Internet of Things: A Roadmap for Smart Environments
Sample text
Thus, we believe that research effort should be put into this area, since there are many issues that have yet to be explored. Big Data Platforms for the Internet of Things 19 Fig. 2 A Taxonomy for Dissemination Techniques We introduce the categories of a proposed taxonomy for data dissemination techniques in opportunistic networks (presented in Fig. 3). This taxonomy was created by analyzing the existing methods in the literature and highlighting the common characteristics between various methods.
G. g. ). Such networks differ from traditional ones because they do not require a fixed infrastructure to function. Traditional networks generally assume that the nodes are fixed and the topology of the network is well known in advance. By analyzing the topology, a node that wishes to send a message will embed that message with the path and thus it will be sure it can reach the intended destination. With DTNs and ONs, the situation is different. Firstly, the nodes are mobile, so a node doesn’t have the same neighbors at two different moments in time.
In a community-based approach, each community would be assigned a weight, and the utility of a data object would be computed according to the community its owner comes from and the community of the (potentially) interested nodes. One step that has to be executed before designing a community-based dissemination algorithm is the community detection. There are several methods used for organizing nodes from an opportunistic network into communities. One way is to simply classify nodes based on the number of contacts and contact duration of a node pair according to a threshold value, while another approach would be to define k-CLIQUE communities as unions of all k-CLIQUEs that can be reached from each other through a series of adjacent k-CLIQUEs [48].
Big Data and Internet of Things: A Roadmap for Smart Environments by Nik Bessis, Ciprian Dobre
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