Advances in Intelligent Systems and Computing: Selected by Natalya Shakhovska

By Natalya Shakhovska

The e-book stories on new theories and purposes within the box of clever structures and computing. It covers computational and synthetic intelligence equipment, in addition to advances in laptop imaginative and prescient, present factor in massive information and cloud computing, computation linguistics, cyber-physical structures in addition to issues in clever details administration. Written through energetic researchers, the various chapters are in line with contributions provided on the workshop in clever structures and computing (ISC), held in the course of CSIT 2016, September 6-9, and together prepared by way of the Lviv Polytechnic nationwide collage, Ukraine, the Kharkiv nationwide collage of Radio Electronics, Ukraine, and the Technical collage of Lodz, Poland, below patronage of Ministry of schooling and technology of Ukraine. All in all, the publication offers lecturers and execs with large details and a well timed picture of the sphere of clever structures, and it really is anticipated to foster new discussions and collaborations between various groups.

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The cost of the modern data center management operations is very high compared to other system operations [4]. Thus, adopting the Software Defined paradigm at all management levels leads to a decrease in administration costs, and an increase in integration possibilities and scalability. Architecture and Conceptual Bases of Cloud … 43 In cloud data centers, the challenges remain the same: resource provision, resource allocation, resource mapping, resource scaling, resource estimation, and resource brokering.

Telenyk et al. account the intensity of resource consumption of each virtual machine, which improves the quality of decision-making related to the virtual machine migration and deployment. Furthermore, multiple generations of hardware from multiple vendors co-exist in modern data centers, so the capacity of physical servers is heterogeneous. Resource needs of virtual servers are also heterogeneous due to the changing set of applications they run. Studies show that physical servers in many data centers are often under-utilized due to over-provisioning for the peak load or due to large time intervals between optimizing the placement of virtual servers in offline mode [5].

It should also be noted that the database, which somehow use the principle of key-value, usually given object-oriented interface for programmers and OOP methodology is considered one of the most progressive in the creation of programs and supported in all high-level languages. ) so unequivocal recommendation that a database should be used can not be given. ) that for decades occupied the leading positions in the market database. Given the avalanche growth of Internet users in general and participants in e-learning in particular, due to the increased load on the data warehouse should perhaps see the classical approaches to the implementation of databases and draw attention to new technology that offers IT-community.

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Advances in Intelligent Systems and Computing: Selected by Natalya Shakhovska
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