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New advances in dependability of networks and systemsproceedings of the seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27-July 1, 2022, Wroclaw, Poland /

Record Type:	Electronic resources : Monograph/item
Title/Author:	New advances in dependability of networks and systemsedited by Wojciech Zamojski ... [et al.].
Reminder of title:	proceedings of the seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27-July 1, 2022, Wroclaw, Poland /
remainder title:	DepCoS-RELCOMEX
other author:	Zamojski, Wojciech.
corporate name:
Published:	Cham :Springer International Publishing :2022.
Description:	xiv, 400 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computer systemsCongresses.Reliability
Online resource:	https://doi.org/10.1007/978-3-031-06746-4
ISBN:	9783031067464$q(electronic bk.)

New advances in dependability of networks and systemsproceedings of the seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27-July 1, 2022, Wroclaw, Poland /
New advances in dependability of networks and systemsproceedings of the seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27-July 1, 2022, Wroclaw, Poland /[electronic resource] :DepCoS-RELCOMEXedited by Wojciech Zamojski ... [et al.]. - Cham :Springer International Publishing :2022. - xiv, 400 p. :ill. (some col.), digital ;24 cm. - Lecture notes in networks and systems,v. 4842367-3389 ;. - Lecture notes in networks and systems ;v.1..

Measures of Outlierness in High-Dimensional Data under Correlation of Features - with Application for Open-Set Classification, Szymon Datko, Henryk Maciejewski, Tomasz Walkowiak -- Multiprocessor tasks scheduling - Fuzzy Logic Approach, Dariusz Dorota -- Nonparametric tracking for time-varying nonlinearities using the kernel method, Purva Joshi, Grzegorz Mzyk -- Embedded systems' startup code optimization, Patryk Pankiewicz -- Influence of accelerometer placement on biometric gaitidentification, Aleksander Sawicki -- An Impact of Data Augmentation Techniques on the Robustness of CNNs, Kamil Szyc -- Dual Learning Model for Multiclass Brain Tumor classification, Rohit Thanki, Sanna Kaddoura.

The book consists of papers on selected topics of dependability analysis in computer systems and networks which were discussed during the 17th DepCoS-RELCOMEX conference held in Wroclaw, Poland, from June 27th to July 1st, 2022. Their collection will be an interesting source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation. Being probably the most complex technical systems ever engineered by man (and also, the most dynamically evolving ones), organization of contemporary computer systems and networks cannot be interpreted only as a structure built on the base of unreliable technical resources. Their evaluation must take into account a unique blend of interacting people, networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically and constantly producing an unconceivable number of applications. Research methods being continuously developed for dependability analyses apply newest results of artificial and computational intelligence. Selection of papers in this book illustrates broad range of topics, often multi-disciplinary, which is considered in present-day dependability explorations; it also reveals an increasing role of the latest methods based on machine/deep learning and neural networks in these studies.

ISBN: 9783031067464$q(electronic bk.)

Standard No.: 10.1007/978-3-031-06746-4doiSubjects--Topical Terms:

442937
Computer systems
--Reliability--Congresses.

LC Class. No.: QA76.76.R44 / I57 2022

Dewey Class. No.: 004

New advances in dependability of networks and systemsproceedings of the seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27-July 1, 2022, Wroclaw, Poland /
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