By Natalya Shakhovska
The ebook reviews on new theories and functions within the box of clever platforms and computing. It covers computational and synthetic intelligence equipment, in addition to advances in computing device imaginative and prescient, present factor in huge info and cloud computing, computation linguistics, cyber-physical platforms in addition to subject matters in clever details administration. Written by way of lively researchers, the various chapters are in response to 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 means of the Lviv Polytechnic nationwide collage, Ukraine, the Kharkiv nationwide college 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 presents teachers and execs with broad details and a well timed image of the sector of clever platforms, and it truly is anticipated to foster new discussions and collaborations between assorted groups.
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Extra resources for Advances in Intelligent Systems and Computing: Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2016, September 6-10 Lviv, Ukraine
There are a lot of cloud computing frameworks and systems proposed that have speciﬁc mechanisms to provide and monitor resources, including those using heuristics and new methods such as load prediction mechanisms, considering imbalance of workload and virtual machine interference based on Software Deﬁned approach. Most proposed approaches for resource management in virtualized datacenters are based on virtual machines consolidation and number of physical machines (PMs) minimization by switching PMs off or switching them to low power mode.
These problems are solved by service providers using data center management systems and frameworks. Recent studies [1–3] show that the current approaches and data center management methods must be adapted considering the use of the software-deﬁned technology, an unpredictable load and growth of the resources consumed by the modern information society. At the same time one of the most critical issues is the development, construction and management of IT infrastructures in a manner that eliminates their complexity.
PMs are connected using some form of topology and constitute the data center. Switching equipment that provides the connection and interaction of the PMs is functioning at L2 and L3 levels with the OpenFlow support. PMs are grouped into racks and are connected to the top of the rack switch (ToR switch). The cloud data center structure is oriented to batch and transaction tasks processing. These problems are solved within the three main cloud models IaaS, PaaS and SaaS . ’s Hadoop distributed ﬁle system (HDFS) , WAS , GoogleFS , GlusteFS, Ceph FS and similar.