Air temperature forecasting using artificial neural network for Ararat valley
H Astsatryan, H Grigoryan, A Poghosyan… - Earth Science …, 2021 - Springer
The air temperature is a critical factor in many societal challenges to protect human health
and the environment. Moreover, a vital climatic parameter, the temperature has a direct …
and the environment. Moreover, a vital climatic parameter, the temperature has a direct …
[PDF][PDF] Serverless high-performance computing over cloud
D Petrosyan, H Astsatryan - Cybernetics and Information Technologies, 2022 - sciendo.com
HPC clouds may provide fast access to fully configurable and dynamically scalable
virtualized HPC clusters to address the complex and challenging computation and storage …
virtualized HPC clusters to address the complex and challenging computation and storage …
[PDF][PDF] Performance optimization system for hadoop and spark frameworks
The optimization of large-scale data sets depends on the technologies and methods used.
The MapReduce model, implemented on Apache Hadoop or Spark, allows splitting large …
The MapReduce model, implemented on Apache Hadoop or Spark, allows splitting large …
[PDF][PDF] A Multi-objective Optimization Service for Enhancing Performance and Cost Efficiency in Earth Observation Data Processing Workflows.
Earth observation technology has become increasingly crucial for monitoring various
aspects of our planet through systematic data collection. However, processing the large …
aspects of our planet through systematic data collection. However, processing the large …
Performance-efficient recommendation and prediction service for Big Data frameworks focusing on data compression and in-memory data storage indicators
Abstract The MapReduce framework manages Big Data sets by splitting the large datasets
into a set of distributed blocks and processes them in parallel. Data compression and in …
into a set of distributed blocks and processes them in parallel. Data compression and in …
AOT bilayer adsorption on gold surfaces: a molecular dynamics study
AH Poghosyan, MP Adamyan… - The Journal of …, 2019 - ACS Publications
A molecular dynamics study was done to reveal the adsorption properties of sodium dioctyl
sulfosuccinate (AOT) bilayers on gold Au (111) surfaces. Examining the rotational mobility of …
sulfosuccinate (AOT) bilayers on gold Au (111) surfaces. Examining the rotational mobility of …
Self-assembled monolayer formation of distorted cylindrical AOT micelles on gold surfaces
Self-assembling features of sodium dioctyl sulfosuccinate (AOT) molecules and micelle
adsorption on gold Au (111) surfaces have been examined using molecular dynamics …
adsorption on gold Au (111) surfaces have been examined using molecular dynamics …
Empowering National Research and Education Networks through Monitoring and Advanced Emulation: ASNET-AM Use Cases and Lessons Learned
A Manasyan, R Tadevosyan, V Sahakyan… - … and Computer Software, 2023 - Springer
Abstract National Research and Education Networks (NRENs) are pivotal in modern
research and education, providing a dynamic ecosystem for academic and scientific …
research and education, providing a dynamic ecosystem for academic and scientific …
Astronomical objects classification based on the Digitized First Byurakan Survey low-dispersion spectra
H Astsatryan, G Gevorgyan, A Knyazyan… - Astronomy and …, 2021 - Elsevier
Abstract The Digitized First Byurakan Survey is the largest and the first systematic objective-
prism survey of the extragalactic sky. The detection, extraction, and classification of about 40 …
prism survey of the extragalactic sky. The detection, extraction, and classification of about 40 …
Energy optimization methodology for e‐infrastructure providers
The environmental protection is a dominant concern for all types of industries, organizations,
and governments. In this regard, the reduction of the energy consumption is substantial in …
and governments. In this regard, the reduction of the energy consumption is substantial in …