BOOKS - Parallel and Distributed Processing Techniques and Applications
Parallel and Distributed Processing Techniques and Applications - Hamid R. Arabnia 2015 PDF  BOOKS
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Parallel and Distributed Processing Techniques and Applications
Author: Hamid R. Arabnia
Year: 2015
Format: PDF
File size: PDF 11 MB
Language: English



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The book "Parallel and Distributed Processing Techniques and Applications" provides a comprehensive overview of the latest research and developments in parallel and distributed processing techniques and their applications in various fields such as scientific computing, data analytics, machine learning, and more. The book covers topics such as parallel algorithms, distributed systems, memory hierarchies, and communication protocols, and it highlights the challenges and opportunities of parallel and distributed processing in various domains. It also discusses the future directions and trends in parallel and distributed processing, including emerging technologies such as quantum computing and blockchain. The need to study and understand the process of technology evolution is crucial for the survival of humanity. As technology continues to advance at an unprecedented rate, it is essential to recognize the impact of these advancements on society and the environment. This book provides a valuable resource for researchers, practitioners, and students who seek to stay up-to-date with the latest developments in parallel and distributed processing and their applications.
Книга «Методы и приложения параллельной и распределенной обработки» содержит всесторонний обзор последних исследований и разработок в области методов параллельной и распределенной обработки и их приложений в различных областях, таких как научные вычисления, аналитика данных, машинное обучение и многое другое. Книга охватывает такие темы, как параллельные алгоритмы, распределенные системы, иерархии памяти и коммуникационные протоколы, а также освещает проблемы и возможности параллельной и распределенной обработки в различных областях. В нем также обсуждаются будущие направления и тенденции параллельной и распределенной обработки, включая такие новые технологии, как квантовые вычисления и блокчейн. Необходимость изучения и понимания процесса эволюции технологий имеет решающее значение для выживания человечества. Поскольку технологии продолжают развиваться беспрецедентными темпами, важно признать влияние этих достижений на общество и окружающую среду. Эта книга предоставляет ценный ресурс для исследователей, практиков и студентов, которые стремятся быть в курсе последних разработок в области параллельной и распределенной обработки и их приложений.
livre « Méthodes et applications de traitement parallèle et distribué » fournit une vue d'ensemble complète de la recherche et du développement récents dans le domaine des méthodes de traitement parallèle et distribué et de leurs applications dans divers domaines tels que le calcul scientifique, l'analyse des données, l'apprentissage automatique et bien plus encore. livre couvre des sujets tels que les algorithmes parallèles, les systèmes distribués, les hiérarchies de mémoire et les protocoles de communication, et met en lumière les problèmes et les possibilités de traitement parallèle et distribué dans différents domaines. Il examine également les orientations et les tendances futures du traitement parallèle et distribué, y compris les nouvelles technologies telles que l'informatique quantique et le blockchain. La nécessité d'étudier et de comprendre le processus d'évolution des technologies est essentielle à la survie de l'humanité. Alors que la technologie continue d'évoluer à un rythme sans précédent, il est important de reconnaître l'impact de ces réalisations sur la société et l'environnement. Ce livre est une ressource précieuse pour les chercheurs, les praticiens et les étudiants qui cherchent à se tenir au courant des derniers développements dans le domaine du traitement parallèle et distribué et de leurs applications.
libro «Métodos y Aplicaciones de Procesamiento Paralelo y Distribuido» ofrece una visión general completa de las últimas investigaciones y desarrollos en el campo de las técnicas de procesamiento paralelo y distribuido y sus aplicaciones en diversos campos como la computación científica, la analítica de datos, el aprendizaje automático y más. libro abarca temas como algoritmos paralelos, sistemas distribuidos, jerarquías de memoria y protocolos de comunicación, y destaca los problemas y posibilidades de procesamiento paralelo y distribuido en diferentes áreas. También analiza las direcciones y tendencias futuras del procesamiento paralelo y distribuido, incluyendo nuevas tecnologías como la computación cuántica y la blockchain. La necesidad de estudiar y comprender el proceso de evolución de la tecnología es crucial para la supervivencia de la humanidad. A medida que la tecnología continúa evolucionando a un ritmo sin precedentes, es importante reconocer el impacto de estos avances en la sociedad y el medio ambiente. Este libro proporciona un recurso valioso para investigadores, profesionales y estudiantes que buscan mantenerse al día con los últimos desarrollos en el campo del procesamiento paralelo y distribuido y sus aplicaciones.
Das Buch „Methoden und Anwendungen der parallelen und verteilten Verarbeitung“ bietet einen umfassenden Überblick über die neuesten Forschungs- und Entwicklungsarbeiten im Bereich der Methoden der parallelen und verteilten Verarbeitung und deren Anwendungen in verschiedenen Bereichen wie wissenschaftliches Rechnen, Datenanalyse, maschinelles rnen und vieles mehr. Das Buch behandelt Themen wie parallele Algorithmen, verteilte Systeme, Speicherhierarchien und Kommunikationsprotokolle und beleuchtet die Herausforderungen und Möglichkeiten der parallelen und verteilten Verarbeitung in verschiedenen Bereichen. Es diskutiert auch zukünftige Richtungen und Trends der parallelen und verteilten Verarbeitung, einschließlich neuer Technologien wie Quantencomputing und Blockchain. Die Notwendigkeit, den Prozess der Technologieentwicklung zu studieren und zu verstehen, ist für das Überleben der Menschheit von entscheidender Bedeutung. Da sich die Technologie in einem beispiellosen Tempo weiterentwickelt, ist es wichtig, die Auswirkungen dieser Fortschritte auf die Gesellschaft und die Umwelt zu erkennen. Dieses Buch bietet eine wertvolle Ressource für Forscher, Praktiker und Studenten, die bestrebt sind, über die neuesten Entwicklungen im Bereich der parallelen und verteilten Verarbeitung und ihrer Anwendungen auf dem Laufenden zu bleiben.
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Paralel ve Dağıtılmış İşleme Yöntemleri ve Uygulamaları, paralel ve dağıtılmış işleme yöntemlerindeki en son araştırma ve geliştirmeye ve bunların bilimsel hesaplama, veri analitiği, makine öğrenimi ve daha fazlası gibi çeşitli alanlardaki uygulamalarına kapsamlı bir genel bakış sunar. Kitap, paralel algoritmalar, dağıtılmış sistemler, bellek hiyerarşileri ve iletişim protokolleri gibi konuları kapsar ve çeşitli alanlarda paralel ve dağıtılmış işlemenin zorluklarını ve olanaklarını vurgular. Ayrıca, kuantum hesaplama ve blockchain gibi yeni teknolojiler de dahil olmak üzere paralel ve dağıtılmış işlemede gelecekteki yönleri ve eğilimleri tartışıyor. Teknolojinin evrimini inceleme ve anlama ihtiyacı, insanın hayatta kalması için kritik öneme sahiptir. Teknoloji benzeri görülmemiş bir hızda ilerlemeye devam ettikçe, bu ilerlemelerin toplum ve çevre üzerindeki etkisini kabul etmek önemlidir. Bu kitap, paralel ve dağıtılmış işleme ve uygulamalarındaki en son gelişmelerden haberdar olmaya çalışan araştırmacılar, uygulayıcılar ve öğrenciler için değerli bir kaynak sunmaktadır.
تقدم طرق وتطبيقات المعالجة المتوازية والموزعة لمحة عامة شاملة عن أحدث البحوث والتطوير بطرق معالجة متوازية وموزعة وتطبيقاتها في مختلف المجالات مثل الحوسبة العلمية وتحليلات البيانات والتعلم الآلي والمزيد. يغطي الكتاب مواضيع مثل الخوارزميات الموازية والأنظمة الموزعة والتسلسل الهرمي للذاكرة وبروتوكولات الاتصال، ويسلط الضوء على تحديات وإمكانيات المعالجة المتوازية والموزعة في مختلف المجالات. كما يناقش الاتجاهات والاتجاهات المستقبلية في المعالجة المتوازية والموزعة، بما في ذلك التقنيات الناشئة مثل الحوسبة الكمومية و blockchain. إن الحاجة إلى دراسة وفهم تطور التكنولوجيا أمر بالغ الأهمية لبقاء الإنسان. مع استمرار تقدم التكنولوجيا بوتيرة غير مسبوقة، من المهم الاعتراف بتأثير هذه التطورات على المجتمع والبيئة. يوفر هذا الكتاب مصدرًا قيمًا للباحثين والممارسين والطلاب الذين يسعون جاهدين لمواكبة آخر التطورات في المعالجة المتوازية والموزعة وتطبيقاتها.

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