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Магистратура 2018/2019

Вычислительные методы и сетевые вычисления

Статус: Курс по выбору (Компьютерные системы и сети)
Направление: 09.04.01. Информатика и вычислительная техника
Когда читается: 1-й курс, 3, 4 модуль
Формат изучения: Full time
Прогр. обучения: Компьютерные системы и сети
Язык: английский
Кредиты: 6

Course Syllabus

Abstract

The discipline “Computational Methods and Network Computing” is devoted to studying some computational method and some technologies of the organization of network computing and some computational methods. The main principles of the distributed information computing are under consideration.
Learning Objectives

Learning Objectives

  • Having finished the discipline the student should be able to use some well-known computational methods and have some ideas on the principles of network computing.
Expected Learning Outcomes

Expected Learning Outcomes

  • The computational methods
  • - the goals of the organization of distributed computing and computing systems; - types of distributed computing systems; - requirements for the organization of distributed calculations; - main methods and means of organization of distributed computing
  • - the main concept of grid computing
  • - the main concept of cloud computing
  • - apply computational method in practical tasks; - formulate requirements to the organization of distributed calculations.
Course Contents

Course Contents

  • Theory of metering error
  • Interpolation and approximation methods
  • Numerical solution of nonlinear equations
  • Methods of solving of system of linear algebraic equations
  • Numerical solution of differential equations
  • Numerical solution of integral equations
  • MatLab for Computational methods
  • Introduction to the distributed computing systems, the history of development of distributed computing
  • The «Client-Server» model
  • Agent technologies
  • Peer-to-peer network technologies
  • Grid computing
  • Cloud computing
  • Java for network computing
Assessment Elements

Assessment Elements

  • non-blocking Practical study 1
  • Partially blocks (final) grade/grade calculation Exam 1
  • non-blocking Practical study 2
  • Partially blocks (final) grade/grade calculation Exam 2
Interim Assessment

Interim Assessment

  • Interim assessment (3 module)
    0.4 * Exam 1 + 0.6 * Practical study 1
  • Interim assessment (4 module)
    0.4 * Exam 2 + 0.6 * Practical study 2
Bibliography

Bibliography

Recommended Core Bibliography

  • - Копченова Н.В., Марон И.А. — Вычислительная математика в примерах и задачах - Издательство "Лань" - 2017 - ISBN: 978-5-8114-0801-6 - Текст электронный // ЭБС Лань - URL: https://e.lanbook.com/book/96854

Recommended Additional Bibliography

  • Вычислительные методы для инженеров : учеб. пособин для вузов, Амосов А. А., Дубинский Ю. А., 2003
  • Пантина, И. В. Вычислительная математика [Электронный ресурс] : учебник / И. В. Пантина, А. В. Синчуков. - 2-е изд., перераб. и доп. - М.: МФПУ Синергия, 2012. - 176 с. - (Университетская серия). - ISBN 978-5-4257-0064-3. - Режим доступа: http://znanium.com/catalog/product/451160