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Logical-probabilistic analysis of distributed computing reliability

Logical-probabilistic analysis of distributed computing reli...

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Proceedings of the International Convention MIPRO

作者： A.G. Feoktistov I.A. Sidorov Matrosov Institute for System Dynamics and Control Theory of SB RAS Irkutsk Russia

The aim of the study is to develop tools of increasing a problem solving reliability in a heterogeneous distributed computing environment by applying a diagnostics of computing resources components and using an analysis of problem solving schemes. A scheme (a plan) is an abstract program for a problem solving. A special attention is paid to the calculation of a problem solving scheme reliability on the basis of a logical-probabilistic method. This method is based on transiting from Boolean functions for a reliability description of a problem solving scheme to probability functions for determining indicators of such reliability. Improving a problem solving scheme reliability is carried out by a resource reservation. The resource reservation applied in a problem solving scheme provides obtaining of a reliability indicator that approximates maximally the predetermined criterion of reliability, taking into account limitations on a number of reserve resources. The example of the problem solving scheme and calculating its reliability is represented.

关键词： Reliability Problem-solving Computers Distributed computing Hardware Software Planning

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Construction techniques of Baikal microbiome research information-computational environment 1

Construction techniques of Baikal microbiome research inform...

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1st International Workshop on Advanced Information and Computation Technologies and systems, AICTS 2020

作者： Cherkashin, E.A. Shigarov, A.O. Matrosov Institute for System Dynamics and Control Theory Siberian Branch Russian Academy of Sciences Irkutsk Russia Irkutsk Scientific Center Siberian Branch Russian Academy of Sciences Irkutsk Russia

A toolset and model data sources for research and developing an environment for Next Generation Sequencing data processing are considered in the paper. The environment is constructed on the base of model transformations targeted to industrial grade systems allowing domain specialists to carry on the Next Generation Sequencing research, which includes genetic data processing, visualization, and data integration. The integration allows one to get rid of restrictions imposed by an application library by its operation set and properties. The technique of the transformation is based on Model Driven Architecture principles and logical inference of the derived models and the code. The current results and the future fork are presented and discussed. © 2021 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).

关键词： Data integration

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The use of triangulation processing algorithms for the construction of combined model of the underwater and above-water terrain of the bed of the Bratsk Reservoir 1

The use of triangulation processing algorithms for the const...

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1st International Geographical Conference of North Asian Countries on China-Mongolia-Russia Economic Corridor: Geographical and Environmental Factors and Territorial Development Opportunities 2018

作者： Gachenko, A.S. Hmelnov, A.E. Hmelnova, T.A. Rugnikov, G.M. Irkutsk Scientific Center of Siberian Branch Russian Academy of Sciences Irkutsk Russia Matrosov Institute for System Dynamics and Control Theory of Siberian Branch Russian Academy of Sciences Irkutsk Russia

The article summarizes the experience gained during processing of the data about the terrain of the Bratsk Reservoir bed. We discuss the available sources of information on the land and underwater terrain and justify the choice of the sources used in the project. To measure the actual depths in the regions of interest an echo-sounder of the consumer grade was applied, and we consider the processing of its measurements in some details. We describe the free, open source and custom software, which we apply for the processing of the data. We consider the use of the several algorithms that we have developed for processing of the terrain points. The main goal of this processing is to obtain the combined terrain model, which summarizes the data from the various information sources: the topographic maps, the pilot charts and the echo sounder measurements. All the algorithms considered build and process the triangulations of irregular sets of points. The algorithms used are: constrained Delaunay triangulation construction;removal of artefacts of triangulation, constructed from the terrain isolines;map morphing to reconcile the terrain models: and triangulation fragment replacement. The resulting combined terrain model contains all the information about the terrain in the area of interest and allows to use the model for the further hydrological calculations. © Published under licence by IOP Publishing Ltd.

关键词： Triangulation

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Subject-oriented computing environment for solving large-scale problems of energy security research 5

Subject-oriented computing environment for solving large-sca...

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5th International Conference on Information Technology and Nanotechnology, ITNT 2019

作者： Bychkov, I.V. Oparin, G.A. Feoktistov, A.G. Sidorov, I.A. Gorsky, S.A. Kostromin, R.O. Edelev, A.V. Matrosov Institute for System Dynamics and Control Theory SB RAS Lermontov Street 134 Irkutsk664033 Russia Melentiev Energy Systems Institute SB RA Lermontov Street 130 Irkutsk664033 Russia

We represent a new approach to the development and use of a subject-oriented heterogeneous distributed computing environment for solving large-scale problems of energy security research. Both the development of scalable applications (distributed applied software packages) and the computing resources integration are conducted using the Orlando Tools framework. It supports the collaborative application development based on the continuous integration of their software. Computation management tools in Orlando Tools are integrated with a multi-agent system. We propose special multi-agent tools for the heterogeneous resource allocation in the environment. These tools apply knowledge about the subject domain specifics of solved-problems and computing environment characteristics. The effectiveness of such management is highlighted by the results of solving practical problems of energy security research. © 2019 IOP Publishing Ltd. All rights reserved.

关键词： Energy security

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Microservice approach to the qualitative study of attractors of binary dynamic systems based on the Boolean constraint method

Microservice approach to the qualitative study of attractors...

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Proceedings of the International Convention MIPRO

作者： G.A. Oparin V.G. Bogdanova A.A Pashinin Matrosov Institute for System Dynamics and Control Theory of SB RAS Irkutsk Russia

ISBN: (数字)9789532330991

ISBN: (纸本)9781728153391

In recent years, due to the active development of distributed computing technologies, the automation of computations based on these technologies became very important for solving the problems of qualitative research of binary dynamic systems, which are widely used as mathematical models in cryptography, bioinformatics, the study of fault tolerance of computer networks, and some other domains. In this regard, the issues are actualized of developing tools and providing infrastructures for the microservice-based implementation of scientific applications, which are characterized by the dynamism of resource requirements and oriented to use in a hybrid cloud environment. We offer microservice-oriented tools for the automation of solving computationally complex problems of a qualitative study of attractors of binary dynamic systems in a hybrid computing environment. This study is based on the Boolean constraint method and allows the finding of evolutionary parameters of system states (such as, for example, radius, period, and branching) without modeling system dynamics. These tools provide the agents implemented as web-services for the integration of resources of on-premises computers with cloud resources using Dew computing. An example of the application of the developed tools is given.

关键词： Automation system dynamics Computational modeling Tools Software Synchronization Dynamical systems

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On Search for All Roots of a system of Quadratic Equations 12th

On Search for All Roots of a System of Quadratic Equations

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12th International Conference on Optimization and Applications, OPTIMA 2021

作者： Gruzdeva, Tatiana V. Khamisov, Oleg V. Matrosov Institute for System Dynamics and Control Theory of SB RAS 134 Lermontov Street Irkutsk664033 Russia Melentiev Energy Systems Institute of SB RAS 130 Lermontov Street Irkutsk664033 Russia

ISBN: (纸本)9783030910587

We propose an approach to finding the roots of systems of quadratic equations in a box. This approach is based on a reduction to an auxiliary optimization problem. The auxiliary problem turns out to be, in general, a nonconvex optimization problem, with the objective function and inequality constraints given by d.c. functions. We use the linearization technique with respect to the basic nonconvexity and box partition procedure to try to find all solutions of the system or proof that there are no solutions in the box. The results of the computational simulation are given. © 2021, Springer Nature Switzerland AG.

关键词： Quadratic programming

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A hybrid approach to solve the dynamic patrol routing problem for group of underwater robots

A hybrid approach to solve the dynamic patrol routing proble...

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Proceedings of the International Convention MIPRO

作者： M. Yu. Kenzin I. V. Bychkov N. N. Maksimkin Matrosov Institute for System Dynamics and Control Theory SB RAS Irkutsk Russia

We suggest an approach to solve the dynamic patrolling problem as the variation of periodic vehicle routing problem with time windows. In order to do this, firstly a set of waypoints (targets) should be located in space in such way that their spherical neighborhoods, which corresponds to the size of the robots vision/detections fields, would form a complete coverage of the protected perimeter. Regular inspections of each waypoint by robots of the group not less than once during specified period would guarantee the effective perimeter patrolling. Thus, the routing problem is to a feasible group route ensuring well-timed inspections for all waypoints of the mission. To solve the described problem we propose a hybrid approach, based on the combined use of genetic algorithms and methods and heuristics of local search. The proposed approach allows robots to effectively generate required solutions under given constraints and quickly readjust it in unforeseen situations due to the dynamic nature of the problem. A software modeling system implementing all the necessary computational procedures has been developed; the results of computations are given.

关键词： Inspection Vehicle dynamics Routing Robot kinematics Planning Vehicles

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Volterra Series Models for Nonlinear Automatic control systems

Volterra Series Models for Nonlinear Automatic Control Syste...

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2024 International Russian Automation Conference, RusAutoCon 2024

作者： Solodusha, Svetlana Markova, Evgeniia Kokonova, Yuliya Melentiev Energy Systems Institute Sb Ras Irkutsk Russia Matrosov Institute for System Dynamics and Control Theory Sb Ras Irkutsk Russia Irkutsk National Research Technical University Irkutsk Russia

The paper presents algorithms for constructing nonlinear integral models based on the Volterra series tool. Modeling of dynamic processes means assessing the response to possible external changes in real time. The vector of input signals may include measured influences and control actions to be identified based on an analysis of the current state. We use identification algorithms based on the theory of Volterra polynomial equations of the first kind. An approach to the approximate solution to selected types of nonlinear systems of Volterra integral equations using the Newton-Kantorovich method is presented. We use the numerical solution to the corresponding linear system of equations as a trial solution. Calculation schemes obtained with help the standard quadrature methods are given. © 2024 IEEE.

关键词： Integral equations

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Machine learning in a multi-agent system for distributed computing management 4

Machine learning in a multi-agent system for distributed com...

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4th International Conference on Information Technology and Nanotechnology - Session: Data Science, DS-ITNT 2018

作者： Bychkov, I.V. Feoktistov, A.G. Sidorov, I.A. Edelev, A.V. Gorsky, S.A. Kostromin, R.O. Matrosov Institute for System Dynamics and Control Theory SB RAS Lermontov St. 134 Irkutsk664033 Russia Melentiev Energy Systems Institute Lermontov St. 130 Irkutsk664033 Russia

We address the relevant problem of machine learning in a multi-agent system for distributed computing management. We propose a new approach to the agent learning in the system for managing job flows of scalable applications in a heterogeneous distributed computing environment, which includes high-performance computing clusters, as its main components. We manage parameter sweep applications that execute their jobs in a virtual machine environment. We use the specialized tools to implement such environment. In contrast to the known approaches, our approach is based on the integrated applying of methods for job classification and parameter adjustment of algorithms for functioning agents. Simulation modeling the environment allows eliciting the necessary knowledge for parameter adjustment. During the learning of agents, we use the expert knowledge of environment node administrators. An example of solving the complex practical problem that relates to studying energy development directions of Russia demonstrates advantages of the proposed approach. © 2018 CEUR-WS. All rights reserved.

关键词： Multi agent systems

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On some properties of the Fredholm-type integral algebraic equations

On some properties of the Fredholm-type integral algebraic e...

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作者： Chistyakov, Viktor F. Chistyakova, Elena V. Laboratory for Differential Equations and Control Systems Institute for System Dynamics and Control Theory SB RAS Irkutsk Russia

In this paper, we study systems of Fredholm integral equations with a singular matrix multiplying the leading part. We address the solvability issues of such systems with separable kernels and, similarly to differenti... 详细信息

关键词： Fredholm integral equations

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