CONVERGENCE OF HPC AND AI: TWO DIRECTIONS OF CONNECTION PDF
Journal Title: Azerbaijan Journal of High Performance Computing - Year 2018, Vol 1, Issue 2
Abstract
This paper examines the role of HPC systems in the solution of the most AI problems, on the other hand, assesses the impact of the application of AI methods on the resolution of different tasks in distributed systems. The findings from the literature review illustrate how these two main fields of science and information technologies can be converged together for the achievement of the goals in designing and developing of the intelligent agents with the high level of intelligence, also for the solution of optimization problems in distributed systems with the increasing complexity.
Authors and Affiliations
Nigar Ismayilova, Elviz A Ismayilov
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ISE: AN INTELLIGENT AND EFFICIENT STEGANALYSIS ENGINE FOR IMAGE DATABASE IN BIG DATA SYSTEMS
The aim of this work is to design a faster and artificially intelligent steganalysis engine, which is able to secure the image databases from any infected image in big data environment. The proposed Intelligent Steganaly...
DATA MIGRATION FOR LARGE SCIENTIFIC DATASETS IN CLOUDS
Transferring large data files between various storages including cloud storages is an important task both for academic and commercial users. This should be done in an efficient and secure way. The paper describes Data Av...
SCALABLE COMPLEX EVENT PROCESSING USING RULE DISTRIBUTION
Complex event processing (CEP) systems are currently widely used in large-scale enterprises for the processing of high and dynamically changing rates of input events using large number of complex rules. Given the hardwar...
CONVERGENCE OF HPC AND AI: TWO DIRECTIONS OF CONNECTION PDF
This paper examines the role of HPC systems in the solution of the most AI problems, on the other hand, assesses the impact of the application of AI methods on the resolution of different tasks in distributed systems. Th...