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Automation of distributed data management in applied microservices package for scientific computations 科学计算应用微服务包中的分布式数据管理自动化
G. Oparin, V. Bogdanova, A. A. Pashinin
We offer a specialized toolkit for automating both knowledge management when creating an applied microservices package and data accumulating during its application for scientific computations in a hybrid computing environment. The decentralized solving of the declaratively formulated problem is carried out by an active agent group. This group is self-organized by logical inference on the distributed knowledge base of a subject domain. The developed toolkit automates the creating and updating of the local knowledge base of the manager-agent of applied microservices package, as well as the local knowledge bases of distributed computational agents. Local knowledge bases are formed using a description of the interface of computational microservices managed by these agents. Microservice ensembles, corresponding to the active group, are stored in the knowledge base of the manager-agent. The developed toolkit uses this information for testing microservice in the case of its update. In hybrid computing, this toolkit provides synchronizing, archiving, and saving of calculated data. Hybrid infrastructure combines the reliability and availability of using on-premises computers with scaling to the cloud when peak loads occur. The conducted experiments confirmed the effectiveness of the presented approach for solving practically significant scientific problems.
我们提供了一个专门的工具包,用于在创建应用微服务包时自动化知识管理,以及在混合计算环境中用于科学计算的应用过程中的数据积累。声明式公式化问题的分散求解由一个主动代理组来完成。这个组是在主题领域的分布式知识库上通过逻辑推理自组织的。所开发的工具包可以自动创建和更新应用微服务包的管理代理的本地知识库,以及分布式计算代理的本地知识库。利用这些代理管理的计算微服务的接口描述形成局部知识库。与活动组相对应的微服务集成存储在管理器代理的知识库中。开发的工具包使用这些信息来测试微服务的更新情况。在混合计算中,该工具包提供了计算数据的同步、归档和保存功能。混合基础架构结合了使用本地计算机的可靠性和可用性,并在出现峰值负载时扩展到云。所进行的实验证实了所提出的方法在解决实际重大科学问题方面的有效性。
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引用次数: 0
A formation of the heat pump mathematical models 形成了热泵的数学模型
A. Marinchenko, A. Edelev
The paper addresses the mathematical modeling heat pump main elements and heat pump based heat supply systems. It is used in the calculating expected heat supply costs on the basis of a heat supply system functioning simulation. Using these models, the current state of the heat pump NT-60-1 located in the Baikal Museum of the Scientific Center of the Siberian Branch of the Russian Academy of Sciences in Listvyanka was analyzed. Recommendations on improving the heat pump efficiency are given.
本文论述了热泵主要元件的数学建模和基于热泵的供热系统。在供热系统运行仿真的基础上,将其应用于供热预期费用的计算。利用这些模型,对位于利斯特维扬卡的俄罗斯科学院西伯利亚分院贝加尔湖科学中心博物馆的NT-60-1热泵的现状进行了分析。提出了提高热泵效率的建议。
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引用次数: 3
Logic inference based construction of a supervisor for a discrete event system 基于逻辑推理的离散事件系统监督器构造
A. Davydov, Aleksandr Larionov, N. Nagul
The paper provides a general view on the original logical inference based approachto dealing with discrete event systems as subject to supervisory control theory. The approachproposes a representation of automata-based discrete event system as a positively constructedformula and implementation of the calculus of positively constructed formulas. The stages ofa supervisor construction are illustrated with a simplified model of an autonomous underwatervehicle operational modes switching. The supremal controllable sublanguage of the specificationand the supervisor are constructed.
本文从监督控制理论的角度,对原始的基于逻辑推理的离散事件系统处理方法进行了概述。该方法将基于自动机的离散事件系统表示为正构造公式,并实现了正构造公式的演算。通过简化的自主水下航行器工作模式切换模型,说明了监督器的各个阶段。构造了规范的最高可控制子语言和监督器。
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引用次数: 0
Application of software tools for symbolic description and modeling of mechanical systems 应用软件工具对机械系统进行符号描述和建模
A. Banshchikov, A. Vetrov
The paper presents two software tools (graphical editor and software package). The editor is designed for the formation of a symbolic description of a mechanical system using the Lagrange formalism. A system of the absolutely rigid bodies connected by joints is considered as a mechanical system. The editor is a user interface by which one sets the structure of the interconnection of bodies (system configuration) as well as the geometric andkinematic characteristics for each body of the system. The created structure and the entered data are automatically presented in the form of a text file, which is used as an input file for the software package for modeling mechanical systems in a symbolic form with a computer. The use of these software tools is shown in detail in the example of the analysis of the dynamics of a satellite with a gravitational stabilizer in a circular orbit. For this system, the kinetic energy and force function of an approximate Newtonian gravitational field were obtained, nonlinear and linearized equations of motion were constructed, and the question of the stability of the relative equilibrium position was considered.
本文介绍了两种软件工具(图形编辑器和软件包)。该编辑器是为使用拉格朗日形式主义形成机械系统的符号描述而设计的。由关节连接的绝对刚体系统被认为是一个机械系统。编辑器是一个用户界面,通过它可以设置机构互连的结构(系统配置)以及系统中每个机构的几何和运动学特征。创建的结构和输入的数据自动以文本文件的形式呈现,该文本文件用作软件包的输入文件,用于用计算机以符号形式对机械系统进行建模。这些软件工具的使用在一个带有重力稳定器的卫星在圆形轨道上的动力学分析实例中得到了详细的说明。对于该系统,得到了近似牛顿引力场的动能和力函数,构造了非线性和线性化的运动方程,并考虑了相对平衡位置的稳定性问题。
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引用次数: 0
Automated tools for the development of microservice compositions for hybrid scientific computations 开发用于混合科学计算的微服务组合的自动化工具
G. Oparin, V. Bogdanova, A. A. Pashinin
In recent years, a significant amount of research is focused on the development of tools for creating composite web-services for solving both business and scientific complex problems. This study discusses tools for building compositions or ensembles of microservices (depending on the method of integration) developed based on the HPCSOMAS framework. These tools are oriented on the application in a package of applied microservices for solving computationally complex problems of structural analysis and parametric synthesis of controlled dynamic systems in a heterogeneous high-performance computing environment. In particular, binary dynamic systems are studied using the Boolean constraint method for both their qualitative analysis and synthesis of laws to control these systems. Creating and executing composite services is carried out on a semantic peer-to-peer network of agents. The HPCSOMAS framework supports two modes of these processes, both the static creation and application of a composite service based on the procedural formulation of the problem and dynamic, based on the declarative formulation. In the first case, agents deployed on the network perform hierarchical control over the execution of the composition of microservices, in the second case, decentralized asynchronous management of the ensemble of microservices. Both operating modes are automated, and the validity of the resulting composite service is checked based on a logical approach. The tools are aimed both at a professional programmer and the end-user, a specialist in the subject domain. The HPCSOMAS framework supports the execution of composite microservices in a hybrid computing infrastructure, which includes both cloud and on-premises resources.
近年来,大量的研究集中在开发用于创建复合web服务的工具上,以解决商业和科学上的复杂问题。本研究讨论了基于HPCSOMAS框架开发的用于构建微服务组合或集成(取决于集成方法)的工具。这些工具面向应用微服务包的应用,用于解决异构高性能计算环境中受控动态系统的结构分析和参数综合的计算复杂问题。特别地,利用布尔约束方法对二元动力系统进行了定性分析和规律综合来控制这些系统。创建和执行组合服务是在语义对等代理网络上进行的。HPCSOMAS框架支持这些流程的两种模式,一种是基于问题的过程化表述的组合服务的静态创建和应用,另一种是基于声明式表述的动态创建和应用。在第一种情况下,部署在网络上的代理对微服务组合的执行执行分层控制,在第二种情况下,对微服务集合进行分散的异步管理。这两种操作模式都是自动化的,并且根据逻辑方法检查生成的组合服务的有效性。这些工具既针对专业程序员,也针对最终用户,即该主题领域的专家。HPCSOMAS框架支持在混合计算基础设施(包括云和本地资源)中执行复合微服务。
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引用次数: 4
Optimization of placement in the tasks of rapid prototyping and manufacturing of volumetric parts based on additive technologies 基于增材制造技术的体积零件快速成型和制造任务中的位置优化
M. Verkhoturov, G. Verkhoturova, R. Yagudin, K. Danilov, R. Karimov, N. Kondratyeva, S. Valeev
The problem of optimizing the life cycle of complex three-dimensional objects in small-scale production is considered. Additive technologies and optimization algorithms for the placement of three-dimensional objects are considered as technologies to solve this problem. Using the multilevel synthesis method can significantly reduce the time for prototyping new products. It should be noted that since several independent parts can be manufactured at the same time, this problem belongs to the class of optimization geometric modelling problems, namely, the problem of three-dimensional irregular placement. An algorithmic solution is proposed for the most complex task - placing 3D objects in a container. The results of the analysis of the effectiveness of the proposed algorithms are discussed.
研究了小批量生产中复杂三维物体的生命周期优化问题。三维物体放置的加法技术和优化算法被认为是解决这一问题的技术。采用多层次综合方法可以大大缩短新产品的原型制作时间。需要注意的是,由于可以同时制造多个独立的零件,因此该问题属于优化几何建模问题的一类,即三维不规则放置问题。针对最复杂的三维物体容器放置问题,提出了一种算法解决方案。讨论了所提算法的有效性分析结果。
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引用次数: 1
Neural network method for base extension in residue number system 残数系统基扩展的神经网络方法
M. Babenko, E. Shiriaev, A. Tchernykh, E. Golimblevskaia
Confidential data security is associated with the cryptographic primitives, asymmetric encryption, elliptic curve cryptography, homomorphic encryption, cryptographic pseudorandom sequence generators based on an elliptic curve, etc. For their efficient implementation is often used Residue Number System that allows executing additions and multiplications on parallel computing channels without bit carrying between channels. A critical operation in Residue Number System implementations of asymmetric cryptosystems is base extension. It refers to the computing a residue in the extended moduli without the application of the traditional Chinese Remainder Theorem algorithm. In this work, we propose a new way to perform base extensions using a Neural Network of a final ring. We show that it reduces 11.7% of the computational cost, compared with state-of-the-art approaches.
机密数据的安全性与密码学原语、非对称加密、椭圆曲线加密、同态加密、基于椭圆曲线的密码伪随机序列生成器等相关。为了有效地实现它们,通常使用剩余数系统,它允许在并行计算通道上执行加法和乘法,而不需要在通道之间携带比特。非对称密码系统中残数系统实现的一个关键操作是基扩展。它是指在不应用传统的中国剩余定理算法的情况下计算扩展模中的剩余。在这项工作中,我们提出了一种使用最终环的神经网络进行基扩展的新方法。我们表明,与最先进的方法相比,它减少了11.7%的计算成本。
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引用次数: 1
Analysis of one type of communication systems using software and probabilistic methods 用软件和概率方法分析一类通信系统
A. Reznik, A. Soloviev, A. Torgov
The study is devoted to one of the tasks related to information and computer systems with a different discipline of establishing connections between its nodes. Cases of systems with and without queues are considered. The efficiency of the systems (the relative load, the number of busy nodes, etc.) is calculated. To calculate the probability of the communication system being in one of the possible enlarged states, the corresponding Markov process is introduced and its asymptotic characteristics are determined.
该研究致力于与信息和计算机系统相关的任务之一,具有在其节点之间建立连接的不同学科。考虑了系统有队列和没有队列的情况。计算系统的效率(相对负载、繁忙节点的数量等)。为了计算通信系统处于某一可能扩大状态的概率,引入相应的马尔可夫过程,并确定其渐近特征。
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引用次数: 0
The construction of controllable sublanguage of specification for DES via PCFs based inference 基于pcf的推理构造DES规范的可控子语言
A. Davydov, Aleksandr Larionov, N. Nagul
The paper considers how methods of a logical inference search in the calculusof positively constructed formulas may be applied to represent and study discrete event systems. The formalisms of discrete event systems and positively constructed formulas are briefly described. A method for constructing a product of automata using constructive inference in the positively constructed formulas calculus is proposed. Based on the given specication onthe behaviour of the system, a method for constructing a supremal controllable sublanguage of the specication is presented.
本文讨论了如何应用正构造公式演算中的逻辑推理搜索方法来表示和研究离散事件系统。简要描述了离散事件系统的形式和正构造公式。提出了一种利用正构造公式演算中的构造推理构造自动机积的方法。在给定系统行为规范的基础上,提出了构造该规范的最高可控制子语言的方法。
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引用次数: 0
A software platform to support the energy system resilience study 一个支持能源系统弹性研究的软件平台
A. Edelev, E. Fereferov
The paper addresses the problem of supporting research of the energy systems resilience. The resilience is concerned with the energy system ability to withstand large disturbances. To reach the goal of creating user-friendly software for decision making support in that field, a software platform is considered. It includes some original frameworks for retrieving, gathering, querying and analysing data, and building thematic maps to produce disturbance scenarios and evaluate consequences of their impact. The main advantage of the proposed platform is its applicability for all the stages of the energy system resilience research starting from risk mitigation assessment and ending with comparing alternative recovering or reconstruction strategies.
本文讨论了能源系统弹性支持研究的问题。弹性与能源系统承受大扰动的能力有关。为了实现为该领域的决策支持创建用户友好的软件的目标,需要考虑一个软件平台。它包括一些原始框架,用于检索、收集、查询和分析数据,以及建立专题地图,以产生干扰情景并评估其影响的后果。该平台的主要优点是它适用于从风险缓解评估到比较替代恢复或重建策略的能源系统弹性研究的所有阶段。
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引用次数: 1
期刊
International Workshop on Information, Computation, and Control Systems for Distributed Environments
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