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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Cloud services application ways for preparation of future PhD</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Information Technologies and Learning Tools of NAES of Ukraine</institution>
          ,
          <addr-line>9, M. Berlynskoho Str., Kyiv, 04060</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Interregional Academy of Personnel Management</institution>
          ,
          <addr-line>2, Frometivska Str., Kyiv, 03039</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>State Institution “Institute of Environmental Geochemistry” of NAS of Ukraine</institution>
          ,
          <addr-line>34a, Palladin Ave., Kyiv, 03680</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0001</lpage>
      <abstract>
        <p>Currently, it is important in Ukraine to harmonize cloud technologies application with European and world scientific initiatives. Need to modernize preparation of future PhDs is caused by challenges of new information, globalized society and digital transformation of all spheres of life, including education and science. The research was aimed to determine features of cloud services application in preparation of future PhDs. Concepts of “cloud computing”, “cloud technologies”, “cloud learning technologies”, “cloud services”, “cloud oriented environment” were analyzed. Experience of cloud technologies and their services application in educational and scientific space in researches of foreign and Ukrainian students was considered. Ukrainian experience in preparation of future PhD of various specialties with cloud services application was analyzed. It was emphasized that approaches improving to preparation of future PhDs based on cloud services application would increase their level of digital competence. It is recommended to include a separate course or module of specific discipline on work with cloud technologies and services during preparation of future PhDs. It is important to improve disciplines and tools content to support education process. It can be learning of disciplines using cloud technologies or services by future PhD's. Also, cloud services application to support scientific and scientific-organizational activities will increase level of organization and implementation of scientific research. It is important to create cloud-oriented environment for preparation of future PhDs in higher education and research institutions. Making cloud-oriented educational and scientific environment should be based on principles of open education. It is recommended to use cloud-based platforms and services (G Suite for Education; Microsoft Office 365; specialized SaaS (CoCalc or other)).</p>
      </abstract>
      <kwd-group>
        <kwd>cloud services</kwd>
        <kwd>cloud-based learning environment</kwd>
        <kwd>future Doctor of Philosophy</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <sec id="sec-1-1">
        <title>The problem statement</title>
        <p>
          Problems of digital transformation of society in Ukraine are very topical. It is important
that scientists and IT companies participate in EU long-term research projects. In future
they will be source of innovation in such segments such as: Future emerging
technologies; Future networks; Future internet research and experiments, etc. Main task
of the research is to create experimental base for conduction of researches and testing
of quantum technologies on distributed grid and cloud infrastructures in field of
software engineering (application of things fir Internet, big data, artificial intelligence).
In order to ensure efficient participation of Ukraine in European research and
innovation space it is important to develop our own scientific digital infrastructure in
accordance with priority areas where high-tech growth is expected. Connecting
Ukrainian scientific digital infrastructures to European Open Science Cloud and
European Data Infrastructure will give impulse to solve current Ukrainian scientific
problems with minimal use of state resources [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
        <p>
          Researches carried out in higher education and scientific institutions are directed on
partial solution of issues listed by future PhDs. Nowadays development of scientific
training system is an integral factor in scientific and technological progress of society.
Mastering of modern achievements in the development of production and information
technologies leads to new tasks for preparation of specialists of higher qualification,
modernization of educational structure and qualification levels, updating of
requirements for third degree – Doctor of Philosophy (PhD). Further search for efficient
approaches to training of scientific personnel aimed at achievement of modern world
levels by science and education and increasing of state intellectual capacity of the are
important and relevant [
          <xref ref-type="bibr" rid="ref42">42</xref>
          ].
        </p>
        <p>We emphasize that use of information and communication technologies is not fully
implemented in the process of preparation of postgraduate and doctoral students. It
happens because these technologies are mostly used to search information sources and
text of dissertation, but other aspects of research are still performed in traditional way.
Modern realities of society digitalization already dictate new tasks for preparation of
graduate students and doctoral students, one of which is use of information and
communication technologies not only for results design of dissertation research, but
also for fulfillment of its individual components.</p>
        <p>
          There is a problem of accessibility and ways of learning and supplying resources to
achieve better pedagogical effect of their use. This problem can be partially solved by
using of cloud computing power. The main benefit of cloud technology is improving
access to quality resources (and sometimes it is only the way to access resources needed
for everyone) [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ]. The research [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] states that creation of high-tech cloud-based
learning environment will integrate educational resources for educational purposes and
support research. It will cover different levels of specialists training. In its turn it could
help to address these issues, bridge gap between process of scientific search and level
of implementation and use of its results.
        </p>
        <p>
          We agree with the research [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ], and believe that cloud technologies mostly meet
needs of solving urgent social, educational and cultural problems of modern society.
The problems include: increasing of availability and quality of education,
interconnection of research processes and training of scientific-pedagogical personnel,
improvement of designing, formation and maintenance of functioning of educational
and scientific environment of pedagogical educational institutions. These promising
technologies are instruments for human-centrism principles implementation, equal
access to results of scientific research on learning materials [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ]. Therefore, it is
important to teach postgraduate and doctoral students to use cloud services to perform
scientific research. It will have a positive influence on development of their information
and communication competence.
1.2
        </p>
      </sec>
      <sec id="sec-1-2">
        <title>Literature review</title>
        <p>
          Ukrainian scientists emphasize importance of information and communication
technologies using for digital transformation of society in their studies: for public
administration [8; 34; 35], for ecology [31; 32], for education [4; 25], etc. Cloud
technologies and services application for educational and scientific purpose was
investigated by:
─ domestic scientists: Valerii Yu. Bykov [3; 4], Olena H. Hlazunova [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ], Olena H.
        </p>
        <p>
          Kuzminska [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ], Nataliia V. Morze [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ], Svitlana H. Lytvynova [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ], Yuliya H.
Nosenko [2; 28], Maiia V. Popel [15; 28; 30], Mariya P. Shyshkina [3; 28; 36; 37],
Serhiy O. Semerikov [16; 22], Andrii M. Striuk [17; 43], Tetiana A. Vakaliuk [
          <xref ref-type="bibr" rid="ref47">47</xref>
          ]
and others.
─ foreign scientists: Anca Ioana Andreescu [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ], Prashant Kumar Baheti [
          <xref ref-type="bibr" rid="ref38">38</xref>
          ], Li
Hao [
          <xref ref-type="bibr" rid="ref48">48</xref>
          ], Anjali Jain [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], Jia Li [
          <xref ref-type="bibr" rid="ref48">48</xref>
          ], Marinela Mircea [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ], Upendra Singh [
          <xref ref-type="bibr" rid="ref38">38</xref>
          ],
Guolei Zhang [
          <xref ref-type="bibr" rid="ref48">48</xref>
          ] and others.
        </p>
        <p>
          Preparation problems of postgraduate students and doctoral students were considered
by: Tamara I. Koval [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ], Iryna Yu. Reheilo [
          <xref ref-type="bibr" rid="ref33">33</xref>
          ], Svitlana O. Sysoieva [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ], Yana V.
Topolnyk [
          <xref ref-type="bibr" rid="ref45">45</xref>
          ] and others. Preparation experience of postgraduate and doctoral students
in the scientific specialty “Information and communication technologies in education”
is described in [40; 41; 42]. Various aspects of using cloud services in postgraduate
training require further study due to constant improvement of information technologies.
1.3
        </p>
      </sec>
      <sec id="sec-1-3">
        <title>The aim of the research</title>
        <p>Publication aim – is research of cloud services using features in preparation of future
PhDs.</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>Research results</title>
      <sec id="sec-2-1">
        <title>Main definitions and terms</title>
        <p>Following terms are important for the given research: “cloud computing”, “cloud
technology”, “cloud learning technology”, “cloud services”, “cloud oriented
environment”.</p>
        <p>
          Today, global companies and public institutions in the world invest in advanced
digital technologies: mobile communications, social networking, big data analytics,
“smart” devices that control objects and sensors connected to them, and others. Cloud
technologies are used by organizations around the world and play a special role. Cloud
computing was recognized as a priority in technological development, as evidenced by
number of international instruments (European cloud computing strategy, US Federal
Government cloud initiative) and government initiatives in various countries. These
countries launched large-scale educational projects in USA, Japan, Russia and
European Union, numerous international conferences and scientific publications.
Therefore, problems of cloud computing services and technologies designing for use in
educational process of educational institutions are very important in the field of
informatization [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          The US National Standards Institute (NIST) defines concept of “cloud computing”
as following – it is as a model of convenient network access to common computing
resources (e.g., networks, servers, data files, software and services) that can be quickly
given by minimal efforts and interaction with supplier. Also the NIST developed
recommendations that outline five basic characteristics of cloud computing. These
characteristics allows to distinguish these systems from other types of ICT. They
include: free network access; self-service on demand; pooling resources
(locationindependent); measurability of service (payment upon delivery); fast elasticity
(provision and releasing of resource in necessary amount and at any time” [
          <xref ref-type="bibr" rid="ref18">18</xref>
          ].
        </p>
        <p>
          Definition of “cloud computing” is known as “NIST definition” (The NIST
Definition of Cloud Computing). According to this definition cloud model supports
high availability of services. It is described by five main characteristics (self-service on
demand; pooling resources; measurability of service; fast elasticity, regulated by four
deployment models (private cloud, community cloud, public cloud and hybrid cloud)
[
          <xref ref-type="bibr" rid="ref16">16</xref>
          ].
        </p>
        <p>
          In 2009 Gartner’s reporting materials described cloud technology as “another
superconcept among ICTs that has hopes for (“Cloud Computing is the latest super-hyped
concept in IT”). Cloud technologies are considered as simple idea according to the
report. But there are many issues regarding types of cloud technologies or scale of their
deployment that make them not so simple [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ].
        </p>
        <p>Ukrainian scientists, in particular Valerii Yu. Bykov defines concept of cloud
technology, through the concept of “virtual network platform”. Networked virtual ICT
objects are formed in adaptive information and communication networks due to a
special user interface, supported by system software networking tools. Such objects –
network virtual sites are situational component of logical network infrastructure of
information and communication networks with temporary open flexible architecture,
which in its structure and time of existence meets personal needs of user (individual
and group), and their formation and use of technology [4; 36].</p>
        <p>
          Author [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ] defines concept of “cloud technology” (cloud information and
communication technology) as a set of methods, tools and techniques used to collect,
organize, store and process on remote servers, transmission over the network and
submission through a client program of all kinds of messages and data. Cloud
technologies are a subset of information and communication technologies. ICT learning
is a subset of learning technologies. So, “cloud learning technologies” are such ICT
training that involves use of cloud ICT. It can easily be defined as network ICTs,
providing centralized network storage and data processing (execution of programs), for
which user acts as a client (user of services), and “cloud” – is a server (service provider)
[
          <xref ref-type="bibr" rid="ref16">16</xref>
          ].
        </p>
        <p>
          Also, “cloud services” are services that provide user with network access to scalable
and flexibly organized pool of distributed physical or virtual resources delivered in
selfservice and on-demand administration (e.g., software, storage, computing, and
computing capabilities) – defined in [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ].
        </p>
        <p>
          According to [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] “cloud-oriented environment of a higher education institution”
means the environment created by educational and scientific process participants in this
institution where a virtualized computer-technological infrastructure is purposefully
developed for implementation of computer-processing functions. Cloud services should
be used to make available to user electronic educational resources that make up
meaningful content of a cloud-oriented environment, as well as to provide processes
for creating and supplying educational services [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
2.2
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>Experience of cloud technologies application and their services in educational and scientific space</title>
        <p>
          In the first time cloud technologies in a higher education institution were applied at the
University of Maryland [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ]. Amazon Web Service was deployed (corporate cloud
deployment services to support IT infrastructure, for example, to train software design
courses) [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          More coordinated approach to development of research networks and infrastructures
was pursued in European education area, in particular in creation of the European
strategy forum on Research infrastructures. In 2013 the European Commission released
concept paper “Digital Science” outlining basic principles of vision for development of
digital science, including cloud, as well as integration into the Horizon 2020 program.
Integration of ICT in research process should be aimed at development of Internet
culture, based on principles of openness, social significance and broad cooperation.
Science is becoming more global, more creative and closer to society. “It is a science
that relies on e-Infrastructures, mainly to: develop and disseminate specific ICT tools
to solve scientific problems; providing prompt online access to scientific resources,
including publications and data; creation and development of platforms and tools that
enable large-scale collaboration without need for physical presence” [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          Experience of Massachusetts Institute of Technology in the context of using
educational software in a cloud-based educational environment to deploy cloud access
to mathematical application packages (Matlab, Mathematica, Maxima, Maple, R) is
interesting. Hochschule Furtwangen University deployed corporate cloud-based
infrastructure called Cloud Infrastructure and Application (CloudIA). Target users of
this infrastructure were university staff and students who used it to launch educational
applications and communicate with colleagues outside the university to organize
collaboration. So, it’s about deploying a corporate cloud. As a rule, to get services for
supply of resources and services on a cloud model people appeals to major providers
such as Google, Amazon or others [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>Also, researches of foreign scientists [1; 11; 14; 18; 19; 38; 48] describes experience
of cloud technologies and services using for higher education needs.</p>
        <p>
          Ukraine moves towards information society and information technologies. They are
actively implemented in all spheres of public life. However, this movement is slow
compared to global. Lack of unified state policy and coordination caused chaos in
electronic systems. Widespread use of Internet in everyday life requires thorough
methodological analysis of Internet impact on interaction of public institutions with
general public [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ]. Publication [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] describes problems that slow down necessary social
development and demonstrate difficult situation in Ukraine instead effective social
dialogue between the state and society, government and citizens.
        </p>
        <p>
          This issue is reflected in the Concept of digital economy and society of Ukraine for
2018–2020 [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] at the state level. The Concept foresees implementation of measures on
appropriate incentives for digitization of economy, public and social spheres, awareness
of existing challenges and tools for development of digital infrastructures, acquisition
of digital competencies by citizens, and identifies critical areas and projects of
digitization, promotion of internal market for production, use and consumption of
digital technologies. One of the important tasks is to formulate national policy for
digitizing education as a priority component of education reform. Digital education is
integration of various components and modern technologies by use of digital platforms,
introduction of new information and educational technologies, use of progressive forms
of organization of educational process and active teaching methods, as well as modern
educational and methodical materials [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
        <p>
          The [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] also states that integration of Ukrainian science into European research space
will enable the of advanced scientific ideas, participation in interdisciplinary projects
focusing on promising ideas, technologies and innovations. One of the important
elements of Digital single market in Europe and part of paradigm “Open innovations –
Open science – Open world” within the European Research and Innovation Area is
development of European open science cloud and European data infrastructure.
        </p>
        <p>
          Basic postulates implementation of the Concept described above has been realised
for some time in Ukraine. After analysis Ukrainian scientists’ publications we
recognize that researches can be grouped as follows:
─ introduction of ICT in training of specialists in various specialties [6; 9; 20; 21; 23;
24; 41; 44], in particular cloud services [2; 30; 37; 47];
─ use of cloud services for scientific research [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ];
─ deployment of cloud-oriented environments of educational institutions [3; 29; 36;
37].
Experience of using cloud services and cloud technologies in educational process of
Ukrainian educational institutions is described in [3; 29; 36; 37; 39].
        </p>
        <p>
          Dissertation [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ] explores use of cloud services in supporting research and
deployment of cloud-based environments based on open ICT platforms. Comparative
analysis is conducted and experience of implementation of different deployment
models of cloud infrastructure both on basis of the educational institution and lease of
infrastructure from service provider is summarized, in particular, deployment cost
aspects are covered.
        </p>
        <p>
          The research [
          <xref ref-type="bibr" rid="ref39">39</xref>
          ] emphasized that use of cloud services by a lecturer will contribute
to: preservation of educational material and its use anywhere and at any time; use in
educational research, for example in mathematical disciplines; organization of
teamwork and individual work with use of appropriate tools; applying various forms of
control and evaluation of academic achievements of a group of students.
        </p>
        <p>
          Cloud services are considered as learning tools in addition to mobile learning tools
in recent publications [39; 43] investigated a number of cloud services that are proposed
to use in education process in combination with traditional learning tools: G Suite for
Education, Office 365, ThinkFree Online. In particular, cloud services are
characterized, their characteristics and constituents are highlighted and advantages of
their use as a means of learning mathematical disciplines are underlined [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ].
        </p>
        <p>
          The research of [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ] describes an experimental study on use of CoCalc cloud service
in learning of mathematical disciplines. It is suggested to use CoCalc for preparation of
future Math teachers. CoCalc is a free service supported by the University of
Washington, the National Science Foundation and Google. CoCalc was designed
specifically to make it easier to use mathematical calculations on the Android platform.
CoCalc implements all features of SAGE Web SCM, but there are some differences.
Principle behind CoCalc is to build one-on-one or group projects, fill them with
learning resources, and work with individual or group resources at the same time. The
system also preserves user actions that are displayed in chronological order. It is
possible to display work history with a particular learning resource (or project) of both
specific user and group of users. Making certain changes to each project leads to
structure backup of the project. All copies are stored in chronological order, indicating
author of changes [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ].
        </p>
        <p>
          The research [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] indicates that development of cloud technologies creates a
significant need to review approaches of development and delivery of ICT services in
terms of their integration. It also concerns teaching methods of information science.
Use of cloud-oriented resources, information and communication platforms in various
disciplines teaching in higher education becomes an urgent need for modernization of
pedagogical methods and technologies, since it indicates transition to new models of
organization of educational and professional activities which are based on availability
of electronic resources. It is important to use hybrid service models and infrastructure
solutions that combine different public and enterprise services on a single platform. Use
of hybrid models is particularly promising for education sector [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ]. Numerous
universal cloud-oriented applications and services find their place in educational
process. They include cloud-based tools like Microsoft Office 365, Google Apps, and
others. Most of types in this type contain a set of “office” functions that can be used to
support different types of educational and research activities: it is a corporate email and
calendar for planning and organizing events by a specific group or training community;
tools for processing online office applications such as Word, Excel, Power Point, etc.,
which allows both collective and individual work with certain educational materials
contained in the cloud storage (One Drive, Google Drive); creating groups to share
documents and their collections; an electronic note (One Note) for recording both
individually and collectively; Web conferencing (Skype or other) by means of which
you can organize video conferencing, voice or chat with participants or with a group,
etc. There is also a wide range of cloud services, such as online photo and video editors,
web page editing tools, translation services, spell checking, borrowings in text, and
others [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ].
        </p>
        <p>
          VMware cloud-based virtualized environment is used to support problem-solving,
collaboration and teamwork. Virtualized learning environment makes ability to quickly
create computer labs of all kinds, depending on requirements for different IT courses,
making it flexible, scalable and accessible online. Is happens without increasing of load
on equipment. Students can make mistakes during learning of new technologies which
could harm servers, networks, or databases. It is much easier to recover virtualized
cloud-based environment using backup versions. With virtual servers and virtual
networks, students receive opportunity to make experiments [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          Cloud services should be used to support IT training and deployment of cloud-based
computer labs for various types of IT courses. Maintaining IT training labs is especially
convenient with cloud technology support, given very fast-paced types of IT industry
development. It is flexible and dynamic tool for customizing environment to suit your
learning needs. It is advisable to use cloud services to create virtual machines that can
be used for variety of courses during development of virtual labs. They can be used to
support training courses such as web design or database development, system
administration, and other [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ].
        </p>
        <p>
          The research [
          <xref ref-type="bibr" rid="ref47">47</xref>
          ] investigates theoretical and experimental issues of designing and
use problem of cloud-oriented educational environment in preparation of bachelors on
informatics.
        </p>
        <p>
          Modernization of educational and scientific environment of university on the basis
of cloud technologies and introduction of cloud-oriented platforms of ICT services
supply is s subject of consideration and careful attention of scientists [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          Modernization and development of educational and scientific environment of
educational institutions are among the pressing problems of modern education
reforming. Introduction of cloud services and technologies lead to formation of new
areas of scientific and pedagogical researches. These researches are related to
submission of electronic resources and services. Cloud technologies correspond to
needs of solving urgent social and educational and cultural problems of modern society:
increasing of accessibility level and quality of education, interconnection of processes
of scientific research and training of scientific and pedagogical personnel, improving
design, formation and maintenance of educational and scientific environment of
pedagogical educational institutions. These promising technologies are an instrument
for implementation of the principles of human-centrism, equal access to training [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ].
        </p>
        <p>
          One of the most important factors in deployment of cloud-based environment in
different fields of activity, including education, is need to standardize requirements for
cloud-based ICT. A number of documents in field of cloud-based ICT standardization
were adopted or proposed for discussion [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          Formation of cloud-oriented educational and scientific environment in higher
education institutions and scientific institutions is an essential precondition for
preparation of ICT-competent specialists, capable to further activities and scientifically
grounded application of cloud technologies in their professional activity [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ]. Efficient
implementation of cloud services in an educational institution requires special training,
introducing its relevant elements to content of training, retraining, advanced training of
scientific and scientific-pedagogical staff, graduate students and doctoral students.
Training content should be aimed at developing of competencies of researchers,
graduate students and doctoral students in the use of various cloud-oriented systems
and services in research and educational process [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ].
        </p>
        <p>
          We agree with research [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] that emergence of high-tech platforms, in particular on
basis of cloud computing, adaptive information and communication networks, virtual
and mobile training is a certain step towards solving problems of accessibility and
quality of learning. It changes perception of infrastructure of organizing learning
process and its content. Insufficient number of highly qualified personnel and lack of
strategic approach to ICT infrastructure design of higher education institutions is one
of reasons for lack of systematic decisions of higher education informatization. It
impedes creation of single high-tech platform.
        </p>
        <p>
          Nowadays, universities can play a key role in shaping regional strategies and setting
priorities for local specialization, taking into account intellectual resources, skills and
competences of research and production personnel existing both within university
structures and in local business. Unification and integration processes are realized
through creation of inter-university corporations and consortia, which are based on
networked distributed structure of stuff training and skills development [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ].
        </p>
        <p>
          Ability to access remote educational resources on-line appears on the basis of
modern network technologies. For example, it can be implemented using virtual labs
and remote access labs, cabinet resources, and university labs for demonstration
experiments. Also, ICT tools and technologies got further development based on cloud
computing concept. This concept substantially changes existing perceptions of access
organization and application integration. So, it is possible to manage large ICT
infrastructures that allow creation and use of individual and collective “clouds” within
a shared cloud-oriented educational space [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          Well-known IT service providers offer some cloud services for training purposes:
1) IBM Blue Cloud offers tools to support migration of data from traditional IT
infrastructure to a cloud called IBM Cloud Academy (IBM, 2009); 2) Google App
Engine launched G Suite for Education program (Google, 2010) to support educational
institutions; 3) Microsoft Windows Azure offers cloud solutions for educational
institutions (Microsoft, 2011). All kinds of services can be used – IaaS, PaaS and
SaaS [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ].
        </p>
        <p>
          A separate research way appeared on use of cloud technologies in supporting of
common team work of programmers on code development. This was called “virtual
computer labs” (VCL). The authors define this term as technology that can be used to
deploy distributed small data centers and IT services for educational institutions
(mostly used to build IT-based educational laboratories). One of the basic structural
units of cloud-based educational environment is personalized remote-access training
and science laboratory. This term is defined as set of interactions between participants
in learning process, content elements and other elements of online learning environment
with personalized access to all available resources and services from a remote location.
Also, there are cloud versions of well-known manufacturers of service providers,
including CoCalc, Maple, MATLAB, MapleNet, MATLAB web-server,
WebMathematica, Calculation Laboratory and others [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ].
        </p>
        <p>
          Cloud computing applications allow you to deploy tools that can be scaled for any
number of users. Often users use clouds (cloud services) without even knowing it [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ].
        </p>
        <p>
          The research [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] determined that basic characteristics of information and
technological infrastructure formation of educational and scientific environment,
approaches to design of corporate information systems were changed due to cloud
computing tools and services. These changes affect organization of scientific and
educational activities. Such activities can be improved with use of new models and
approaches. Involvement of scientific and educational community in ICT and
networking tools of open information and educational space can play a leading role in
addressing these issues. These tools capacity significantly increased due to cloud
computing services. Use of information-analytical network tools and services of cloud
computing is very important in informatization sphere of education, development of
open scientific and educational space.
2.3
        </p>
      </sec>
      <sec id="sec-2-3">
        <title>Native experience analysis of postgraduates training using ICT (cloud services)</title>
        <p>
          It is necessary to conduct appropriate training, introducing its relevant elements to
content of training, retraining, advanced training of scientific and
scientificpedagogical staff in order to implement cloud services in an educational institution or
scientific institution. Training content should be aimed at ICT competences building of
lecturers, staff of ICT departments, graduate students and students in use of various
cloud-oriented systems and services in research and learning process [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ].
        </p>
        <p>
          Innovations introduction into educational and scientific environment is significantly
conditioned by availability of engineering, technical and pedagogical staff for
informatization of educational systems of different levels. Special staff is needed to
provide information processes – implementation and development of ICT training
technologies. In connection with this, an education informatization stuff is a significant
group of players in the cloud-oriented environment in connection with listed above
[
          <xref ref-type="bibr" rid="ref37">37</xref>
          ]. The work [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] defines “scientific-pedagogical stuff of education informatization”
as workers who work with organizational-normative, socio-economic,
educationalmethodical, scientific-technical, production and administrative support of processes
aimed at meeting information and telecommunication needs (other needs related to ICT
tools and methods implementation) by participants in learning process. Key categories
of scientific and pedagogical staff are lecturers, management staff (heads of ICT units)
and employees of educational management bodies concerned with widespread adoption
and use of ICT in learning. ICT competences of education informatization staff are
central in their preparation because their field of activity lies in innovative technologies
[
          <xref ref-type="bibr" rid="ref37">37</xref>
          ]. Training and certification of such personnel should be systematic and planned.
Therefore, we will present experience of the Institute of Information Technologies and
Learning Tools of NAES of Ukraine (IITLT of NAES of Ukraine), which provides
training, certification and professional development of education and science
informatization staff.
        </p>
        <p>
          It should be noted that in 2008 the IITLT of NAES of Ukraine staff developed a
passport of new scientific specialty 13.00.10 – “Information and communication
technologies in education (industry – pedagogical sciences)”. In 2009 the passport of
new specialty was approved and included in the list of specialties under which defense
of dissertations is carried out to obtain scientific degrees of candidate and doctor of
sciences (PhD) and assignment of academic titles. Later in 2010 the IITLT of NAES of
Ukraine opened postgraduate studies in Ukraine for the first time, and since 2011 –
doctoral studies. From 2011–2018, more than 47 PhD and 9 doctoral theses on the new
specialty were defended at IITLT of NAES of Ukraine [
          <xref ref-type="bibr" rid="ref41">41</xref>
          ]. Figure 1 shows a graph on
number of defended dissertations with highlighting of works explored use of cloud
technologies and services for educational and scientific purposes. From this graph it is
clear that only 11% of candidate dissertations and 33% of doctoral dissertations
explored features of use of cloud technologies and services and deployment of
cloudoriented environment in educational institutions. Therefore, such studies are relevant
and promising.
        </p>
        <p>sk Doctoral dissertation
r
o
w
f
o
d
iKnCandidate dissertation</p>
        <p>3 6
0
5</p>
        <p>42
10
20</p>
        <p>30
Number of works
40
50</p>
        <sec id="sec-2-3-1">
          <title>Using of cloud services</title>
        </sec>
        <sec id="sec-2-3-2">
          <title>Other topics</title>
          <p>
            In 2016 leading scientists of the IITLT of NAES of Ukraine were involved in
development of educational-scientific program “Information and communication
technologies in education” for training of specialists of the third (educational-scientific)
level of higher education on the specialty 011 “Sciences about Education”. A number
of legislative and regulatory acts provisions concerning preparation of PhD students
were taken into account during development of methodological recommendations of
educational program. Amount of time for preparation for educational component of
education program is 32 ECTS credits (31 – for learning of disciplines, 1 – for the final
certification), term of study – 4 years. The program is implemented in following forms
of study: full-time (day and evening) and part-time (distance). Purpose of future PhD
students training in program “Information and communication technologies in
education” is to prepare specialists with in-depth theoretical knowledge, practical skills
and competences. The specialists should be able to solve complex problems in the field
of ICT in education and to carry out research in this field. Ability to solve complex
problems in the field of professional and/or research and innovation activities should
be formed at applicant during postgraduate study. It involves deep rethinking of
existing and creation of new holistic knowledge and/or professional practice [
            <xref ref-type="bibr" rid="ref41">41</xref>
            ].
          </p>
          <p>
            Educational-scientific program of PhD training on the specialty “011 Sciences about
education” (program “Information and communication technologies in education”) at
IITLT of NAES of Ukraine consists of compulsory disciplines and disciplines at the
graduate student choice. It includes:
1. Disciplines of the general training cycle (“Philosophy of education and methodology
of educational research”, “Foreign language and academic writing”, “Organizational
and project research and innovation activities in education”, “Teaching in modern
higher education”.
2. Disciplines of vocational training cycle (“Cloud oriented technologies for supporting
scientific and educational activities”, “Scientific bases of ICT using in education”,
“ICT training, management and support of scientific and educational research”).
3. Selective disciplines of vocational training cycle (Block A. “Information
technologies in education and research”, “Scientific electronic communications and
open journal systems” and Block B. “Education and learning systems in a
computeroriented environment”, “Scientific electronic libraries and scientometrics”) [
            <xref ref-type="bibr" rid="ref42">42</xref>
            ].
After analysis of curriculum for preparation of future PhDs we determined that study
of cloud technologies and their services is a separate discipline. Also other disciplines
contain certain modules and topics that involve use of cloud services and further work
with them. Number of cloud services are also applied to managing process of graduate
student preparation.
          </p>
          <p>
            Current state of development of educational and scientific environment is
characterized by increasing requirements for quality of electronic resources for
scientific and educational purposes; expansion of more flexible, personalized, open
organizational systems. It becomes possible with use of cloud information and
communication platform services. Involvement of open-source networking
technologies with recently grown capacities in educational institutions can play a
leading role in deepening of links between education, science and production;
expansion of cooperation between educational and scientific institutions; creation of
various corporate structures (branches of industrial establishments, training and
engineering centers, etc.) aimed at developing of closer interaction with higher
education sector, broader participation in solving urgent social and economic problems,
improving the intensity of scientific research and training [
            <xref ref-type="bibr" rid="ref28">28</xref>
            ]. Therefore, the IITLT of
NAES of Ukraine cooperates with a number of higher education institutions in Ukraine.
They create joint research laboratories and cooperation agreements. In framework of
these agreements future PhDs may conduct their own experimental research at higher
education institutions and conduct teaching, organize and hold joint events
(conferences, seminars, etc.). The IITLT of NAES of Ukraine cooperates with National
Aviation University (NAU) because NAU is going to start preparation of masters on
specialty “Information technologies in education”. Also, NAU plans to deploy a
cloudoriented environment for effective master’s and PhD preparation.
          </p>
          <p>Let’s consider advantages of using cloud services in educational process of higher
education institution and scientific institution, in particular for preparation of masters
and future PhD.</p>
          <p>
            Nowadays, it is important to improve educational and scientific cooperation through
shared access to electronic resources – scientific and educational networks and open
information systems (libraries, open journals and video conferencing systems, etc.).
There is movement towards use of open systems of research. It is characterized by such
innovative characteristics as better adaptability, mobility, full-scale interactivity, free
network access, uniformity of infrastructure and others. At the same time, cloud-based
electronic research infrastructures are implemented through use of cloud services of
relevant ICT platforms. Cloud-oriented enterprise information systems can be
understood as providing tools for supporting educational activities and research
(computing power, storage space or network resources for interconnection, etc.) and
are implemented on the basis of cloud services. New models of activity are formed due
to introduction of cloud technology in education. It influences content, methods and
organizational forms of open education [
            <xref ref-type="bibr" rid="ref37">37</xref>
            ].
          </p>
          <p>
            We support opinion in [
            <xref ref-type="bibr" rid="ref37">37</xref>
            ] that “cooperation of universities with academic
organizations and business structures, processes of training and professional
development of personnel, implementation of international projects, realization of links
between schools and higher education institutions can be realized within the network
interaction framework”.
          </p>
          <p>We analyzed the work [30; 36; 43] which describes general trends in formation of
cloud-oriented educational environment: removal of restrictions on access from any
device, anywhere, anytime; development of personalized learning environments;
developing a service-oriented approach, increasing the number of SaaS; improvement
of teamwork services (videoconferencing, access to shared content); introduction of
unified ICT infrastructure of educational institution, increasing use of IaaS;
development of hybrid service models, use of both corporate and public resources,
integration of services; increasing requirements for interoperability, reliability, security
and other dissemination of the “big data” approach in design of pedagogical ICT
systems; reducing licensing and maintenance costs.</p>
          <p>
            Using of cloud services contributes to achievement of new level of education quality;
potential creation for individualization of the learning process; formation of individual
trajectories for development of students; selection and use of appropriate technological
tools. Compliance of ICT tools in higher education information and education
environment with a number of requirements for support and management of resources,
interface design, ergonomics and others is a necessary condition in the given case. In
addition, innovative educational technologies must meet certain systemic pedagogical
and information-technological requirements. They are dictated by level of scientific and
technological progress. Requirement should meet principles of open education [
            <xref ref-type="bibr" rid="ref37">37</xref>
            ].
          </p>
          <p>
            Modern technologies are aimed to support different types of lecturer activities in
virtual environment. It is connected with formation of groups, communities that learn
and interact virtually in real time. We use features that provide collective access to
training content for a user group, lecturer ability to browse all computers in the group,
concentrate students through messages, connect or disconnect participants in the
learning process, share files or links among the target group, send messages to specific
students to organize activities in such communities. Students can also ask questions,
comments, and more. Cloud platforms and services (WizIQ, OpenClass, VideoWhisper
etc.) can be used to train and organize virtual classroom activities. Also, there are new
forms of work with services and applications that lecturers can use in educational
process. They include virtual classes (Whiteboard, Breakout rooms), cloud-based
application collaboration systems, web conferencing (web tours, webinars), online
distance learning platform (Google Open Class, Canvas); G Suite educational apps
(Gmail, Calendar, Blogger, Groups, Maps, Reader, YouTube, Talk) and more [
            <xref ref-type="bibr" rid="ref36">36</xref>
            ].
          </p>
          <p>
            Proper material conditions are important to ensure training of highly qualified
scientific personnel. The IITLT of NAES of Ukraine created appropriate conditions for
implementation of educational and scientific process, work of graduate students and
supervisors: area of free access to Wi-Fi, which extends to all premises; workplaces of
academics are connected to Internet and equipped with webcams for on-line
counseling; training spaces are provided with multimedia complexes [
            <xref ref-type="bibr" rid="ref41">41</xref>
            ]. Cloud-based
environment for preparation of future PhDs is created. It includes deployed cloud with
Office 365. CoCalc and Google services are actively used.
          </p>
          <p>
            In the research [
            <xref ref-type="bibr" rid="ref28">28</xref>
            ] it is recommended to use Google cloud services. The main
benefits of Google services for higher education and research institutions are following:
free of charge; reliability (reliable data storage, crash protection, etc.); there is no need
to deploy a cloud; intuitive interface, easy to use; availability of universal account that
provides access to all services; availability of extensive functionality that is constantly
updated and capable to provide support for virtually all activities of the institution;
availability from any digital device connected to the Internet (on “anywhere”, ”anytime
basis); ability to use different platforms (Windows, Android, iOS, etc.). Using Google
services to perform research covers such matters as: planning and organization of work;
professional communication; search and analysis of scientific sources; electronic
workflow; data retention and sharing; conduction of on-line surveys and processing
their results; dissemination research results and monitoring their implementation [
            <xref ref-type="bibr" rid="ref28">28</xref>
            ].
          </p>
          <p>There are some of issues that can be solved by use of Google services:
1. Selection of source base of study (foreign and domestic literature).
2. Drafting and preparation of manuscript of dissertation or scientific article.
3. Conduction of on-line surveys.
4. Organization and management of process of preparation of graduate and doctoral
students.</p>
          <p>So, Google Cloud Services is a good fit for future PhD preparation (Gmail, Google
Search, Google Docs, Slides, Sheets, Google Calendar, Google Drive, Google Scholar,
Google Books, Hangouts, Google Forms, Google Keep, Google Sites, Google+,
Blogger).</p>
          <p>
            Development of network technologies leads to possibilities expanding of
educational, professional and interpersonal communications. It enables efficient
information and communication support to activity of future PhD. So, the IITLT of
NAES of Ukraine uses cloud services, electronic social networks to support
communications with graduate and doctoral students. Newsletters of conferences,
invitations to seminars and other are sent to different group of people using Gmail mail
service. Mailing list includes postgraduate students. Google Calendar is actively used
to disseminate current events and events of the IITLT of NAES of Ukraine [
            <xref ref-type="bibr" rid="ref42">42</xref>
            ].
          </p>
          <p>
            Important condition for preparation of future doctors of philosophy is approbation
of dissertation research results during scientific mass events: forums, conferences,
seminars, round tables, pedagogical readings, etc. The IITLT of NAES of Ukraine has
conducted the All-Ukrainian Methodological Seminar for Young Scientists
“Information and Communication Technologies in Education and Research” for
postgraduate students and PhD students since 2013. This seminar is attended by
representatives of various scientific and higher education institutions of Ukraine, and
graduate students of the Institute. The All-Ukrainian Scientific-Methodological
Seminar “Systems of Education and Education in Computer-Oriented Environment”
has been held since 2011. It is aimed to cover results of completed dissertations before
considering them by specialized scientific council. Also, the International Scientific
and Methodological Internet Seminar “Cloud Technologies in Education” ('CTE') is
held annually. Its results are published in English [
            <xref ref-type="bibr" rid="ref41">41</xref>
            ].
3
          </p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Conclusions and prospects for further research</title>
      <p>Need to modernize preparation of future PhDs is caused by challenges of new
information, globalized society and digital transformation of all spheres of life,
including education and science.</p>
      <p>So, following conclusion are done after analysis of scientific sources:
1. Cloud services are aimed on the following: increasing of users access to the best
samples of electronic educational resources and services; personal development;
potential obtaining of maximum possible results of use of ICT to achieve learning
objectives. Making of cloud-oriented educational and scientific environment should
be based on the following: principles of open education (mobility of students and
teachers); equal access to educational system; provision quality education; formation
of structure and realization of educational services; general pedagogical principles:
adaptability; personalization of service delivery; unification of infrastructure;
fullscale interactivity; flexibility and scalability; standardization and compatibility;
safety and reliability; innovation, etc.
2. Improving approaches to preparation of future PhDs based on use of cloud services
will increase level of digital competence in them. It is recommended to introduce
specific course or module in specific discipline for working directly with cloud
technologies and services. It is possible to improve content of disciplines to support
educative process – to teach courses using cloud technologies or services. Also, use
of cloud services to support scientific organizational activities will increase level of
organization and implementation of scientific research.
3. It is important to create cloud-oriented environment for future PhDs preparation in
higher education and research institutions. Such educative environment should meet
following characteristics: accessibility and mobility; openness; integrity and
continuity of higher education; systematicity; consistency and structure; innovation;
integration with cloud-oriented resources; clearness; functionality; collectivity;
provision of project activities; scientific aspect; reliability; supporting of
communication processes; flexibility and adaptability; individualization;
completeness of information resources; convenience; expediency.
4. It is recommended to use cloud-oriented platforms and services (G Suite for
Education; Microsoft Office 365; specialized SaaS (CoCalc or other); public cloud
services based on ICT platforms (Amazon Web Services, Microsoft Azure or other),
corporate services Clouds based on ICT platforms (Microsoft Azure, Xen, VMWare,
etc.). Among Google’s cloud services, we recommend following: search service
(Google Search); communication services (Gmail service, Google Groups); surveys
(Google Forms); office suite (Google Docs, Sheets, Slides); planning and
organization support service (Google Calendar); data storage and document sharing
(Google Drive); professional development and source search services (Google
Books, Google Scholar); communication and feedback services (social networks).
Thus, cloud services use will increase level of organization, implementation of
research results. Also it will increase level of digital competence of reporting process
subjects of (PhD students, department heads, research and teaching staff).
Further research requires practical aspects of using cloud services and open access
electronic systems in preparation of future PhDs.</p>
    </sec>
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