A reinforcement learning-based mechanism for managing dynamic and interactive events affecting the functionality of load balancing in HPC systems

K Abdali, M Sharifi, EM Khaneghah - Expert Systems with Applications, 2024 - Elsevier
The occurrence of D&I (Dynamic and Interactive) events in HPC (High-Performance
Computing) systems that cannot be considered statically in the initial structure of scientific …

ExaLB: a mathematical framework for load balancing to support distributed exascale computing environments

F Mollasalehi, EM Khaneghah… - CCF Transactions on …, 2023 - Springer
The dynamic and interactive nature of Distributed Exascale Computing System leads to a
situation where the load balancer lacks the proper pattern for the solution. In addition to …

Prediction of cardiovascular diseases (cvds) using machine learning techniques in health care centers

HG Ahmad, MJ Shah - Azerbaijan Journal of High Performance …, 2021 - 82.194.3.83
Cardiovascular Diseases (CVDs) are one of the most common health problems nowadays.
Early diagnosis of heart disease is a significant concern for health professionals in medical …

A Improved Consistent Hash Algorithm in Heterogeneous Edge Computing

R Chai, S Gao, Z Hu - 2023 IEEE 29th International Conference …, 2023 - ieeexplore.ieee.org
Load balancing plays a critical role in large-scale heterogeneous edge computing, aiming to
enhance the accuracy of computing resource matching and reduce processing delays …

Modelling and analysis of relation between load balancing and scalability in distributed computing systems

F Mollasalehi, EM Khaneghah… - International Journal of …, 2021 - inderscienceonline.com
Scalability in distributed computing systems leads to increasing the resources and changing
the state of computing processes, which directly influences the functionality of load …

Empowerment of cluster and grid load balancing algorithms to support distributed exascale computing systems with high compatibility

F Mollasalehi, S Shahrabi, E Adibi… - International …, 2022 - inderscienceonline.com
The nature of the scientific applications that need to be distributed exascale systems is in a
way that both traditional and distributed exascale systems programs are required. As a …

Challenges of Using the Fuzzy Approach in Exascale Computing Systems

N Ismayilova - Azerbaijan Journal of High Performance Computing, 2021 - 82.194.3.83
In this paper were studied opportunities of using fuzzy sets theory for constructing an
appropriate load balancing model in Exascale distributed systems. The occurrence of …

Challenges of Using Different Mathematical Models for Load Balancing Optimization in Multi-Core Computing Systems

NT Ismayilova - Azerbaijan Journal of High Performance Computing, 2020 - 82.194.3.83
This paper examines the role of applying different artificial intelligence techniques for the
implementation of load balancing in the dynamic environment of distributed multi-core …

Determination of the Dynamic and Interactive Event in Exascale Computing Systems via Request Clustering

N Ismayilova - International Conference on Theory and Applications of …, 2022 - Springer
Load balancer is one of the main problems in Exascale Computing system management.
The dynamic nature of executed requests and used resources makes the assignment …

Synthesis of Zonal Control of Lumped Sources for the Heat Conduction Process

SZ Guliyev - Azerbaijan Journal of High Performance Computing, 2020 - 82.194.3.83
The paper studies the problem of synthesis of control of lumped sources for an object with
distributed parameters based on discrete observation of the phase state at specific object …