Scenario-Based Analysis of IT Enterprises Servitization as a Part of Digital Transformation of Modern Economy

Kryvinska, Natalia; Bickel, Lukas

doi:10.3390/app10031076

Cited by 36 publications

(13 citation statements)

References 30 publications

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“…A feature of most web projects is the maximum correspondence of the user's profile data to their personal data and servitization [29][30][31][32][33][34]. In web projects, users are registered under their real names, upload photos and videos in which they are depicted [35,36], and virtually communicate with friends and people they know in real life.…”

Section: Methods and Techniques Of Data Collectionmentioning

confidence: 99%

Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

et al. 2020

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This article discusses the relevant task of analyzing user data in the process of managing various web projects. The results of this analysis will help to improve the management of diverse web projects during crises. The authors explore the concept of data heterogeneity in web projects, classify web projects by function and purpose, and analyze the search models and data display in web projects. The proposed algorithms for analyzing user data in the process of managing diverse web projects will improve the structuring and presentation of data on the web project platform. The model user data analysis complex developed by the authors will simplify the process of managing various web projects during crises.

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Section: Methods and Techniques Of Data Collectionmentioning

confidence: 99%

Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

et al. 2020

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“…These conditions are equivalent to the choice of the amplitude of the amplitude k is its mode. Thus, it is necessary to determine such relations that describe the laws of change of parameters a k (t) and ψ k (t) so that the asymptotic representation of Solution in the Equation ( 8) satisfies the original Equation (1) or its analogue Equation (7) with the considered accuracy. It should be noted that the system functions {X k (x)}, which describes the forms of natural oscillations has the property of completeness and normalization on the interval [0, l], that is:…”

Section: Methods Of Constructing An Asymptotic Approximation Of the Solution Of A Mathematical Model Of Nonlinear Oscillations Of Elasticmentioning

confidence: 99%

“….. Dynamic processes in such elastic bodies [2][3][4][5][6] require the consideration of qualitatively new mathematical models [7,8], and, consequently, the development of new or generalization of existing analytical methods for their research [9][10][11][12].…”

Section: Introductionmentioning

confidence: 99%

Influence of Impulse Disturbances on Oscillations of Nonlinearly Elastic Bodies

Andrukhiv

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et al. 2021

Mathematics

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A method for studying the effect of impulse perturbation on the longitudinal oscillations of a homogeneous constant cross-section of the body and the elastic properties of a material which satisfies the essentially nonlinear law of elasticity has been developed. A mathematical model of the process is presented, which is an equation of hyperbolic type with a small parameter at the discrete right-hand side. The latter expresses the effect of impulse perturbation on the oscillatory process. As for the boundary conditions considered in the work, they are classic of the first, second and third genera. The methodology is based on: the principle of oscillation frequency in nonlinear systems with many degrees of freedom and distributed parameters; basic provisions of asymptotic methods of nonlinear mechanics; the idea of using special periodic Ateb-functions to construct solutions of some classes of nonlinear differential equations; properties of completeness and orthonormality of functions that describe the forms of oscillations of undisturbed motion. In general, the above allowed to obtain relations that describe for the first approximation the defining parameters of the oscillations of an elastic body. Their peculiarity is that even for undisturbed motion, the natural frequency of oscillations depends on the amplitude, and therefore, under the action of a periodic (over time) pulse force on the elastic body, both resonant and nonresonant processes are possible in the latter. It, in contrast to an elastic body with linear or quasilinear elastic properties of the body is determined not only by its basic physical and mechanical properties, but also by the amplitude of oscillations. As a special case, the oscillations of the body under the action of a constant periodic momentum perturbation are considered. It is shown that for the nonresonant case for the first approximation it does not affect the laws of change of amplitude and frequency of the process. As for the resonant is the amplitude of origin through the main resonance significantly depends not only on the speed but also on the points of action of the pulsed perturbation. Moreover, the closer the point of application of the pulsed force to the middle of the elastic body under boundary conditions of the first kind is greater (for boundary conditions of the second kind closer to the end).

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“…For example, on average the total cost of an unplanned system downtime per year is about $1.25 billion and up to $2.5 billion [25]. Additionally, making objective data-driven decisions [26][27][28] about a particular service [29,30], user [31], and technical condition [32] is a key prerequisite for ensuring equipment quality and reliability.…”

Section: Methodsmentioning

confidence: 99%

User-Engagement Score and SLIs/SLOs/SLAs Measurements Correlation of E-Business Projects Through Big Data Analysis

et al. 2020

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The Covid-19 crisis lockdown caused rapid transformation to remote working/learning modes and the need for e-commerce-, web-education-related projects development, and maintenance. However, an increase in internet traffic has a direct impact on infrastructure and software performance. We study the problem of accurate and quick web-project infrastructure issues/bottleneck/overload identification. The research aims to achieve and ensure the reliability and availability of a commerce/educational web project by providing system observability and Site Reliability Engineering (SRE) methods. In this research, we propose methods for technical condition assessment by applying the correlation of user-engagement score and Service Level Indicators (SLIs)/Service Level Objectives (SLOs)/Service Level Agreements (SLAs) measurements to identify user satisfaction types along with the infrastructure state. Our solution helps to improve content quality and, mainly, detect abnormal system behavior and poor infrastructure conditions. A straightforward interpretation of potential performance bottlenecks and vulnerabilities is achieved with the developed contingency table and correlation matrix for that purpose. We identify big data and system logs and metrics as the central sources that have performance issues during web-project usage. Throughout the analysis of an educational platform dataset, we found the main features of web-project content that have high user-engagement and provide value to services’ customers. According to our study, the usage and correlation of SLOs/SLAs with other critical metrics, such as user satisfaction or engagement improves early indication of potential system issues and avoids having users face them. These findings correspond to the concepts of SRE that focus on maintaining high service availability.

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Scenario-Based Analysis of IT Enterprises Servitization as a Part of Digital Transformation of Modern Economy

Cited by 36 publications

References 30 publications

Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

Influence of Impulse Disturbances on Oscillations of Nonlinearly Elastic Bodies

User-Engagement Score and SLIs/SLOs/SLAs Measurements Correlation of E-Business Projects Through Big Data Analysis

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