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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Global processes of economy`s sustainable information society, systems and technologies development,</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Nata Bibiluri</string-name>
          <email>bibiluri@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gia Surguladze</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Giorgi Tsaava</string-name>
          <email>tsaava.g@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Malkhaz Bibiluri</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maksim Iavich</string-name>
          <email>miavich@cu.edu.ge</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Georgian Technical University</institution>
          ,
          <addr-line>77 Kostava Street, Tbilisi, 0108</addr-line>
          ,
          <country country="GE">Georgia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>School of Technologies, Caucasus University</institution>
          ,
          <addr-line>0102 Tbilisi</addr-line>
          ,
          <country country="GE">Georgia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The work has studied the factors revealed in the world economy regarding the transformation processes, which encourage the transformation of the modern economy into an information nature. We considered it expedient to focus on a brief characterization of each factor. The financial globalization process is characterized by the extension and diversification of the global securities market, the development of international bank credits, and the implementation of modern information technologies, communication means, and information into financial processes.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Economy</kwd>
        <kwd>transformation process</kwd>
        <kwd>globalization</kwd>
        <kwd>glocalization</kwd>
        <kwd>integration</kwd>
        <kwd>informatization</kwd>
        <kwd>information economy</kwd>
        <kwd>information society</kwd>
        <kwd>business informatics</kwd>
        <kwd>software application</kwd>
        <kwd>economic and Agile development method</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Mixing of economic activity from production of
goods to production of service</p>
      <p>Information economy
We considered it expedient to briefly describe each of these factors.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Globalization</title>
      <p>As a result of globalization or universal economic, political and cultural integration and unification,
a unified world market economy and its infrastructure is being formed, national sovereignty of countries
are being abrogated, during of many centuries which constituted the key subject of international
relations. Besides, globalization`s main character is the increase the movement of financial, information,
human and material flow. Financial globalization impacts the aims of monetary and credit policy of the
governing bodies (including internal prices and the currency exchange rate dynamics) and as a whole
it affects the mechanism of transferring the monetary warning (signal) to the economy. Financial
markets, by themselves, play the catalyst`s role in economic interdependence. The significant
acceleration of financial markets` international integration was approximately started in 1980s, whilst
the turnover of trade with securities and currency market were increased, those collective investment
institutions (including the hedge funds) have activated their operations. Since that period, the mentioned
processes have been actively studied and examined by different authors. For instance, indicator like the
“Globalization index” was developed to assess the national economy`s involvement quality in global
processes. The above-mentioned process measures globalization according to the economic, political
and social indicators of social life. It foresees such indicators, like economic integration, personal
contacts, integration in international policy and information technologies.</p>
      <p>Generally, coming out of an international condition of bank financing might be stated, that the rapid
development of information technologies, which was formed right exactly at the beginning of the 1990s
and their implementation in the financial markets became one of the locomotive powers for
globalization. The financial globalization process is characterized by the extension and diversification
of the global securities market, the development of international bank financing, and the implementation
of modern information technologies, communication means, and information into the financial
processes.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Glocalization</title>
      <p>Along to the globalization process, the glocalization or economic, social, and cultural development
is increased, which is characterized with the coexistence of tendencies in different directions. Thus,
instead of expected disappearance of regional differences, they are maintained and strengthened. Instead
of merger and unification, the following type of trends are formed and reinforced: separatism, sharpened
interest towards the local differences, and increased interest of national traditions. According to R.
Robertson (English sociologist), global couldn`t be confronted with the local and universal - with
private. The local itself constitutes the globalization aspect, besides the global creates the local. As an
example of glocalization on financial markets, the trans-border expansion of one country`s regional
banks can be brought in, which by using the merger and devour instruments, create the alliances with
banks on the territories of adjacent countries and by this they move the financial borders. For example,
in 2000, the Norway Bank - “Spare Bank” was merged with Russian Bank - “АКБ” and in order to
ensure the tight economic connection among the enterprises of two countries, it has opened its branch
office in Murmansk - adjacent territory in Russian Federation. Glocalization covered an international
tax system as well. For example, touristic fields in Turkey, which are very popular among the citizens
of Russian Federation, made possible to pay for goods and services in Russian ruble (RUB). Thus,
globalization and glocalization processes progress at the same time on modern financial markets and
they fill each other.</p>
    </sec>
    <sec id="sec-4">
      <title>4. International economic integration</title>
      <p>International economic integration by itself leads the country`s economy to integrate in common
market, while cancellation of tariff and non-tariff limitation leads us to unified economic policy. At the
same time, according to opinion of prof. L. A. Mierin, the integration of the country in the global
innovative economy is difficult not only for complex foreign economic circumstances, but because the
left behind of number of innovative fields of national industry. we have to agree an author that optimal
combination of closed and open models of innovative processes, application of export-oriented and
import-substituting industry specialization at a time, maintenance of self-sufficient economy,
independence in those technologies, which ensure the country`s national and economic security in
crucial fields, are demandable for country`s successful integration into global innovative economy and
should encourage the country`s high position throughout the global market.</p>
      <p>It should be mentioned, that sanctions from EU countries and U.S. have accelerated the processes of
import-substitution and development in number of fields; especially in agriculture, processing industry,
machinery, communications and telecommunication, information technologies.</p>
      <p>The following significant factor of modern economy`s transformation which we should underline is
the Informatization of all economic, social and political processes.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Informatization</title>
      <p>Informatization has reached all of the structural circles of social development at its modern
development stage. The mentioned processes on state level is already established and acknowledged.
For example: an organic law on information, informatization and protection of information was adopted,
which bring in the basic notions in scientific and business turnover, which by themselves are related to
informatization processes. According to law, informatization by itself presents “an organizational,
social-economic and scientific and technical process of creation of optimal conditions to meet
information needs and to exercise rights of the state power bodies and institutions of local government,
all enterprises, institutions, and organizations regardless of their organizational - legal forms and a form
of ownership, and citizens based on formation, submission and use of information resources”.</p>
      <p>Besides the official definitions related to information processes, there are plenty of scientific and
practical works, the aim of which is to study the information and establish its role in the modern
economic system`s development.</p>
      <p>Main part: Information economy like a scientific subject, studies the impact of information and
information systems on economic decision-making and generally over the economy`s sustainable
development processes.</p>
      <p>
        Regarding this, in order to successfully implement the world globalization and glocalization
processes one of the significant urgent trends is the formation and development of an Information
Society [
        <xref ref-type="bibr" rid="ref1 ref2">1, 2</xref>
        ]. This is obvious today on the background of “Covid-19” pandemic. The countries and
nations of the world have faced the survival problem; it became necessary to activate the 24/7 control
points of the healthcare field (doctors), and transport (airports, land borders), which led to restricted
operation of state and private structures and organizations or suspension at all. This process (pandemic)
is situated also under the globalization format.
      </p>
      <p>The number of internet consumers was significantly increased. Informatics specialists and
nonspecialists, which possess computer technology and mobile device technology, information
technologies, and operational software - perform their official functions via online mode. Information
and communication technologies is the “salvation key” for many business objects.</p>
      <p>
        The necessity of the global population`s informatization is connected to the creation of a number of
new generation software, which will ease non-professional informatics specialist-consumers to master
and use the information technologies. The axiom is, that as easy and flexible the user interface of the
software package is - as much work is done and user experience is provided for it by system designers
software engineers, and developers [
        <xref ref-type="bibr" rid="ref3 ref4 ref5">3-5</xref>
        ].
      </p>
      <p>
        Thus, the development of a new generation of information and communication technologies (ICTs),
their production, broad usage, and operational accompaniment requires the preparation of especially
highly qualified specialists, that firstly is a challenge for the university educational system for certain.
The computing programs of technical higher education institutions require fundamental changes, which
will allow the graduates to fulfill “the industry 4/5” requirements [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]
      </p>
      <p>
        For the creation of software applications to further perfect the management processes of corporate
business objects, flexible methods (in particular - Agile Software Development [ASD]) are intensively
used [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. On the fulfillment stage of software products` (projects`) vital cycles, it becomes possible to
reveal its sensitive areas in the early stages, thus ensuring a higher quality product or service.
      </p>
      <p>
        The foregoing article suggests the study of information system software creation issues for the
management of corporate business processes on the basis of Agile / Kanban methods and the theory of
rows [
        <xref ref-type="bibr" rid="ref10 ref11 ref8 ref9">8-11</xref>
        ].
      </p>
      <p>
        As it is known, Kanban – is the lean method of software development [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. In the thrifty environment,
those actions or processes that cause such costs of effort or/and resources to reach the aims, won`t bring
the benefit to the customer. In fact, the economy is focused on maintaining the value having the less
work.
      </p>
      <p>
        The lean trends are often called as Six-Sigma or Just-In-Time (JIT). The mentioned concept was
developed in 1986 year in Motorola Corporation and it was first time used in General Electric. The
essence of „6σ“ concept is in necessity of the outcome quality development of each process in
production, in minimization of defects in operational activity and statistical deviations. It uses quality
management methods including statistical methods, requires the usage of measurable aims and results,
also covers the creation of special workgroups in the entity, which implement the projects to fix the
issues and perfect the processes [
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ].
      </p>
      <p>
        The word “Kanban” in the Japanese language means “signal card” (“kan” - signal, “ban” - card). It
is the firm technology of Toyota cars production, which was created to ensure the production`s stable
flow and decrease the level of reserves. Such explanation is also used for “elimination of unfinished
production`s value”) (work in progress - WiP). David Anderson is considered as the founder of
Kanban`s usage in the information technologies field. He was the first man, who has submitted the
general concept of this method in 2007. He has formed 4 basic principles and 6 main practices, which
are integrative and applied by companies in their activities on Kanban`s basis [
        <xref ref-type="bibr" rid="ref12 ref15">12, 15</xref>
        ].
      </p>
      <p>
        In order to assess the perfection (improvement) of the IT processes the following models are used:
“Lean IT” (Lean IT – value, flow, decrease of residue) or Edward Deming model PCDA
(Plan-DoCheck-Act). This method is based on the understanding of knowledge theory and is used in quality
management [
        <xref ref-type="bibr" rid="ref16 ref3">3, 16</xref>
        ].
      </p>
      <p>Kanban`s visualized approach and WiP restrictions are easy means, by which rapidly becomes
obvious how fast move the cards in different nodes and where they crowd. Those nodes, where they
crowd whilst the next node is free, are called “narrow places”. According to the Kanban board`s analysis,
it is possible to apply measures to reach maximally equal flow. In such a case, it is possible to use the
theory of rows on the basis of Markov`s processes.</p>
      <p>
        In order to decrease the restriction of Work in Progress (WiP) and time for order of the product
(including the software application), lots of entrepreneurs use Kanban systems. Let us discuss the
production line (Fig. 1) [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. It consists of some devices and a warehouse (storage) of finished parts [
        <xref ref-type="bibr" rid="ref8 ref9">8,9</xref>
        ].
      </p>
      <p>
        Kanban management organizes the production in a way, that each particular part will be marked with
card. Every time, when the finished part will be taken out from the warehouse (storage), the relevant
card will be taken also and a new part will be marked on it. The processing of production line parts is
only possible if it is indicated on the card (Fig. 2) [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Thus, Work in Progress (WiP) is efficiently limited
by Kanban cards (Fig. 2 for visualization).
      </p>
      <p>The devices are grouped according the sectors, the production into which is being controlled with
Kanban system. Material flow covers the sectors and the number of Kanban cards have crucial
importance in definition of productive capability.</p>
      <p>The adjustment of very small amount of Kanban cards implies the loss of capacity (power) and the
weak space is being formed because of insufficient planning. Otherwise (big amount of cards) means
very high rate of work in progress (WiP), which leads to an excess in waiting time and order`s fulfilment
time.</p>
      <p>
        The reflection of tasks via Kanban cards allows us to perform production line modelling, which will
be managed via Kanban as mass service close network [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. The impact of amount of Kanban cards on
the manufacturing capability (fulfilment indicators) might be assessed by using the analytical numerical
methods.
      </p>
      <p>
        The network of rows (queues) consist of particular queues and service objects. The queues awaiting
the service might be imagined as an idle system or node [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. The queue network and the queue system
(node) is given in the Figure 3. The orders are being transferred from one node to another. Each node
has particular strategy, which organizes if how like the order should stand in the queue and how it should
be edited.
      </p>
      <p>In case of temporary suspension of the given request, the service object describes the distribution of
service time in every node, which is described with special parameters. The network where the different
types of orders are placed is consolidated in task class, which is divided into two class: a) closed class:
in such case, none of the new request will enter the network and also none of the request will leave the
network. The network permanently maintains the equal amount of requests; b) open class: the network
consists of source of starting (initial) and final requests, which is subject to regulation.</p>
      <p>The service scheme build by WinPepsy - instrumental mean of the theory of rows (queues) are
presented on 4-th figure.</p>
      <p>
        Under the analysis of the network built, which is implemented by software calculation part of
WinPepsy package, is established the optimal amount of Kanban cards and capacity of work in progress
(WiP) [
        <xref ref-type="bibr" rid="ref8 ref9">8, 9</xref>
        ].
      </p>
      <p>
        Alternative Models: Queues Theory and Petri Stochastic Networks. Fig. 5 represents corporate
network example with 5 Servers: MainS (MainS’) is one corporate server of M/M/m type and with FIFS
service (First-Come, First-Served). It is associated with local S1 , S2 ,…, Sn servers of departments
switched on in Intranet. One can see an open network, in which a requirement may arrive from any (1..n)
network block. Requirement source, i.e. arrival node operates independently of each other according to
the principle of G1 , G2 ,…, Gn random numbers generator. This node is of M/M/m type and with FIFS
service, as well. Arrival intensity (λ) is indicated in the open class [
        <xref ref-type="bibr" rid="ref8 ref9">8,9</xref>
        ]. M/G/1-system is characterized
by the intensity of such processes, as Poisson intensity, with λ requirements per second.
      </p>
      <p>In the Table of Fig. 6 there are shown the methods used in WinPepsy tool for processing of
constructed network model.</p>
      <p>In Fig. 7 there is shown an alternate model of corporate network management with Petri stochastic
network. It is constructed using Visual Object Net++ graph-analytic redactor and is implemented in the
form of cause-and-effect predicative Petri network. It assures the management of sequential and parallel
processes and fixation of time parameters of their execution.</p>
      <p>A Server of System’s main office is modeled by Petri network position (S). Random-generators (G)
are entered for formation of the requirements (let’s assume that is satisfies Poisson distribution). Results
of requirement analysis (I) and its processing are displayed in positions (Oi-results are obtained without
shared local resources, OLi-results are obtained by shared global resources). Imitation process launching
by Start button is shown in Fig. 8.</p>
      <p>Implementation. Scientific view of information economy, creation of information systems
supporting taking of optimum economic decision that improves the processes of sustainable
development of economy, at the last stage substantially depends on determination of such system
infrastructure and its software implementation. Modern digital technologies provide variety of
opportunities for that end.</p>
      <p>
        From this viewpoint, in our work an attention is pinpointed, for example, on the use of microservice
architecture by commercial companies (Service Core) [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]. Microservice core is written in C# language,
is built on NET CORE platform, uses StackExchange Redis, NewtonSoft JSON and Puppeteer-Sharp
libraries. Object-oriented programming opportunities, communication between microservices and
queue management are numerously used in this project. A foundation was laid for transfer from
monolithic applications to module (service) architecture. Each service has a communication with other
services through common interface, such as API and REST interfaces [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ].
      </p>
      <p>Microservice is kept in a Docker, which is a program and enables virtualization at the level of
operational system. The advantage of Docker is that in case of switching their containers off all
programs entering its composition will be erased from random access memory. Therefore, program
“remaining” and random access memory overflow are excluded. This fact eliminates service
uncontrollability and necessity of its reload due to problems related to random access memory.</p>
      <p>
        From the viewpoint of database use we prefer databases of NoSQL-type, e.g. Redis, Mongo DB etc.
[
        <xref ref-type="bibr" rid="ref17 ref19">17,19</xref>
        ]. Redis supports diverse types of data. Among them are: Lists, Sets, Hashes, HyperLogLogs,
Streams, etc. These datatypes make it possible to take from any programming language such data, as
variable, array or object [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ]. The base has Publish/Subscribe method support, which looks like
client/server sockets. A customer is able to create Channel, on which some customer application
publishes information. The second app, which is a Subscriber, receives and processes this informaiton
[
        <xref ref-type="bibr" rid="ref21">21</xref>
        ]. Redis is considered as the quickest one.
      </p>
      <p>Below is given the example of recording:
{
“Ident”: “B9CK2DLCH7JSH6XH4”,
“StatusId”:0,
“Data”:{
[
{ “Name”:”Giorgi Mgebrishvili”, “Email”:”giorgimgebrishvili@outlook.com”}, {“Name”:”Gia
Surguladze”, “Email”:”g.surguladze@gtu.ge”}
]
},
“OptionalMessage”:””,
“ErrorMessage”:””
}</p>
      <p>This record includes a unique identifier, status of its state (0 means processing requiring), Data,
which are individual for every microservice (in this case it refers to the name and the array of e-mails),
text and error text.</p>
      <p>
        Frequently it is necessary to retrieve information directly from a browser (parsing), when a web-site
has no API (or it changes very often). Puppeteer-Sharp library is used for the solution of this problem.
It contains the cores of different web browsers [
        <xref ref-type="bibr" rid="ref22">22</xref>
        ]. It allows us to manipulate on the websites. In
particular: program navigation, simulated launching (injection) of JavaScript, picture memorizing etc.
Puppeteer-Sharp library is distinguished by quickness and flexible error handling.
      </p>
      <p>Analysis of the smooth operation of program application and elimination of errors revealed in this
process is a very important issue. That makes it inevitable automatic save or logging of information on
different events, processes, and errors during program operation. This information may include dates,
quantities, some status, text, object etc. For instance, logging record in the base is of the following type:
{
“Ident”:”NC6LDC9KC1LC”,
“LogLevel”:0,
“ProgramName”:”MailSender”,
“DateTime”:”2019-10-24 10:15:49”,
“Message”:”Program started succesfully”
}</p>
      <p>This record includes a unique identifier, log level (0 means informative), name of that program, from
which it was added to the base, addition date, and info text.</p>
      <p>Microservices of Service Core process data according to the queue principle. For every microservice
it is prescribed in the parameters, what table it processes in the bases, and on what channel it obtains the
published data. First, a customer (either some program, physical person, or other microservice) has to
add the record to a base and publish the command. The microservice, which is permanently launched in
the Docker, receives a signal and reads out the record from a base based on the corresponding identifier,
converts it from JSON format to corresponding classes, and starts processing.</p>
      <p>A test application called Redolph is intentionally created for microservices by the ServiceCore
library. Text templates are predefined here. It is possible to add a new template and generate Redis
queue names. For instance, in order to check value-added tax (VAT) it is necessary to enter such text in
JSON format in the base:
{ “Data” : { “tin” : “123456789” } }</p>
      <p>Thanks to Redolph a tester has just to correctly enter the company identifier and to push a button
(key).</p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusions</title>
      <p>On the basis of the above mentioned matters, the following brief conclusions can be drawn:
1. In modern - post-industrial society, the source of productivity and enhance becomes such
knowledge, which is used in all the economic activity fields and in such society the
scientificproductive economic component covers the priority „information“ and the „knowledge“.
2. Informatization promotes economic activity`s transfer from production of goods to production
of services, which constitutes one of the property of transfer to post-industrial and information
society.
3. Theoretical studies performed relating to originalities of globalization, glocalization,
international economic integration and Informatization makes possible to draw the conclusions
regarding the fact, that mentioned factors have led the civilization to its development`s modern
condition - to the information economy.
4. Information society is the significant component of information economy and its active user,
the final formation and further development of which is XXI century task. The special role in
development of these innovative processes belongs to the modern information and communication
technologies.</p>
    </sec>
    <sec id="sec-7">
      <title>7. References</title>
    </sec>
  </body>
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