Бакалавриат
2022/2023
Многопоточное программирование
Статус:
Курс по выбору (Прикладная математика и информатика)
Направление:
01.03.02. Прикладная математика и информатика
Когда читается:
3-й курс, 4 модуль
Формат изучения:
с онлайн-курсом
Онлайн-часы:
40
Охват аудитории:
для всех кампусов НИУ ВШЭ
Преподаватели:
Бацына Екатерина Константиновна
Язык:
английский
Кредиты:
3
Контактные часы:
6
Course Syllabus
Abstract
This course teaches learners (industry professionals and students) the fundamental concepts of parallel programming in the context of Java 8. Parallel programming enables developers to use multicore computers to make their applications run faster by using multiple processors at the same time. By the end of this course, you will learn how to use popular parallel Java frameworks (such as ForkJoin, Stream, and Phaser) to write parallel programs for a wide range of multicore platforms including servers, desktops, or mobile devices, while also learning about their theoretical foundations including computation graphs, ideal parallelism, parallel speedup, Amdahl's Law, data races, and determinism.
Learning Objectives
- Introduction to the basics of multi-threaded programming through practical examples using the Java programming language
Expected Learning Outcomes
- Can use ForkJoin, Stream, Phaser frameworks
- Knows basic multithreading primitives (threads, mutexes, etc.)
Bibliography
Recommended Core Bibliography
- Hoger Khayrolla Omar, & Alaa Khalil Jumaa. (2019). Big Data Analysis Using Apache Spark MLlib and Hadoop HDFS with Scala and Java. https://doi.org/10.24017/science.2019.1.2
Recommended Additional Bibliography
- Databases reference sheets: Date with Java, SQL, XML, JAXB, JDBC, JPA, JPA Inheritance / Rodrigo García Carmona. (2016). Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.991AD36F