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Название: Quantum Service-oriented Computing: A Proposal for Quantum Software as a Service
Автор: Javier Romero-Álvarez, Jaime Alvarado-Valiente, Enrique Moguel, José Garcia-Alonso
Издательство: River Publishers
Год: 2024
Страниц: 136
Язык: английский
Формат: pdf (true), epub
Размер: 18.4 MB

This book is an analysis of quantum computing, covering everything from its foundational principles to practical applications in the development of quantum services. It offers a technical and complex overview to provide the necessary knowledge to any researcher, scientist or developer who wants to get into service-oriented quantum computing. The field of quantum computing has evolved rapidly in recent years, with the potential to revolutionize the way we approach complex problems in various fields. This comprehensive guide covers the fundamental principles of quantum computing and its practical applications in the development of quantum services. Beyond theoretical knowledge, the book goes on to explore some of the challenges that quantum software developers face in today’s landscape. It addresses issues related to low-level abstractions and the absence of integration, deployment and quality assurance mechanisms in quantum software engineering. The API gateway pattern, traditionally employed for microservices composition in applications, functions as an entry point to the system, directing requests to various microservice routes. It can apply filters to incoming requests, aggregate results, and implement specific logic. In a notable adaptation the API gateway is enhanced with Machine Learning capabilities, enabling it to recommend the most suitable quantum machine based on user-indicated parameters within the request. Essentially, this adaptation optimizes the deployment strategy of a quantum service dynamically. For this proposal, the quantum API gateway is implemented in Python, utilizing the Flask library for defining the API with distinct endpoints.

Название: Soft Computing: Engineering Applications
Автор: Pradip Debnath, Binod Chandra Tripathy
Издательство: CRC Press
Год: 2025
Страниц: 371
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book examines the latest developments in the area of soft computing with engineering applications. It explores topics such as fuzzy sets, intuitionistic fuzzy sets, unmanned aerial vehicles, soft sets, neutrosophic sets, fractional calculus, Big Data analytics, and the mathematical foundations of convolutional neural networks (CNNs). Soft Computing: Engineering Applications offers readers a comprehensive and in-depth understanding of various cutting-edge technologies that are transforming industries worldwide. The book explores soft computing techniques in a very systematic manner. It elucidates the concepts, theories, and applications of fuzzy sets, enabling readers to grasp the fundamentals and explore their applications in various fields. It provides new insight into unmanned aerial vehicle applications to fuzzy soft set based decision-making. It then discusses new fixed point results in orthogonal neutrosophic generalized metric spaces and explores statistical convergence of triple sequences in a credibility space. The authors then provide readers with a solid grasp of the mathematical underpinnings of CNNs, enabling them to design, train, and optimize neural networks for image recognition, object detection, and other computer vision tasks. The authors also present new studies in fractional calculus and explore advanced visualization algorithms and techniques for Big Data analytics. Soft Computing will be useful for beginners and advanced researchers in engineering and applied sciences and healthcare professionals working in soft computing applications.

Название: Experimentation in Software Engineering, Second Edition
Автор: Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson
Издательство: Springer
Год: 2024
Страниц: 282
Язык: английский
Формат: pdf (true), epub
Размер: 12.4 MB

This textbook, which has become the leading source for empirical software engineering research through its earlier editions, provides an in-depth introduction to experimentation in software engineering. The focus is on the steps to go through when conducting experiments. It also introduces a structure for selecting a research design and an introduction to systematic literature reviews, surveys, and case study research. Experiments are valuable tools for all software engineers who evaluate and choose between different solutions, methods, techniques, languages, and tools. The book has three main parts. Part I introduces empirical research through a structure for selecting a research design and explains several essential areas related to empirical research. Moreover, it provides introductions to systematic literature reviews, experiments, surveys, and case studies. Part II devotes one chapter to each of the five experiment steps: scoping, planning, execution, analysis, and result presentation. Part III completes the presentation with two examples. Assignments and statistical material are provided in appendices. The book provides indispensable information regarding empirical studies, particularly for experiments, but also for systematic literature studies, surveys, and case studies. This new edition comprises substantial new material. This includes a chapter on selecting a research design, which helps put experimentation into a broader context of other research approaches. Furthermore, a new chapter on survey research has been added. Novel contributions concerning A/B testing, replications, open science, validity threats, paired comparison design and tools for statistical analysis have been added. The book is intended for students, teachers, researchers, and practitioners who would like to compare different options, for example, feature designs, or different development methods, techniques, languages, or tools.

Название: Clojure на производстве
Автор: Гришаев И. В.
Издательство: ДMK
Год: 2022
Cтраниц: 424
Формат: pdf
Размер: 15 мб
Язык: русский

Книга рассказывает о Clojure — современном диалекте Лиспа. Это функциональный язык с акцентом на неизменяемость и многопоточность. Он появился десять лет назад и постепенно набирает популярность в России. В семи главах мы рассмотрим, как работать с Clojure на производстве. Эта книга не для тех, кто учит язык с нуля. Ожидается, что читатель знаком с Clojure или другим диалектом Лиспа. Чтобы лучше усвоить материал, желательно иметь опыт программирования.

Название: The Developer's Playbook for Large Language Model Security: Building Secure AI Applications (Final Release)
Автор: Steve Wilson
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 378
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Large Language Models (LLMs) are not just shaping the trajectory of Artificial Intelligence (AI), they're also unveiling a new era of security challenges. This practical book takes you straight to the heart of these threats. Author Steve Wilson, chief product officer at Exabeam, focuses exclusively on LLMs, eschewing generalized AI security to delve into the unique characteristics and vulnerabilities inherent in these models. Complete with collective wisdom gained from the creation of the OWASP Top 10 for LLMs list—a feat accomplished by more than 400 industry experts—this guide delivers real-world guidance and practical strategies to help developers and security teams grapple with the realities of LLM applications. Whether you're architecting a new application or adding AI features to an existing one, this book is your go-to resource for mastering the security landscape of the next frontier in AI. The primary audience for this book is development teams that are building custom applications that embed LLM technologies. Through my recent work in this area, I’ve come to understand that these teams are often large and their members include an incredibly diverse set of backgrounds. These include software developers skilled in “web app” technologies who are taking their first steps with AI. These teams may also consist of AI experts who are bringing their craft out of the back office for the first time and into the limelight, where the security risks are much different. They also include application security pros and Data Science specialists.

Автор: Вольфенгаген В. Э.
Название: Комбинаторная логика в программировании. Вычисления с объектами в примерах и задачах
Издательство: М:, Центр ЮрИнфоР
Год: 2003
Страниц: 336
Формат: DJVU, PDF
Размер: 11 МБ

Изложен основной круг задач, сводимых к исчислению объектов — “от простого к сложному”. Конкретный вариант исчисления выбирается в зависимости от решаемых вычислительных задач. В ходе последовательного решения задач читатель овладевает основными методами и средствами комбинаторной логики и А-исчисления. Все задачи снабжены подробными и элементарными решениями. Для студентов старших курсов и аспирантов, изучающих математические основы объектно-ориентированных вычислений, начинающих и профессионально работающих над продвинутыми проектами программистов.

Название: Virtual Threads, Structured Concurrency, and Scoped Values: Explore Java's New Threading Model
Автор: Ron Veen, David Vlijmincx
Издательство: Apress
Год: 2024
Язык: английский
Формат: pdf
Размер: 10.1 MB

Discover the exciting new APIs introduced by Java’s Project Loom. This quick guide covers all the essential concepts the Java developer needs in order to understand virtual threads, structured concurrency, and scoped values. Authors Ron Veen and David Vlijmincx clearly explain the superiority of virtual threads, introduced in Java 21, over the traditional Java threads of the past 25 years. Then they dive into how structured concurrency streamlines interactions by treating related threads as a unified unit of work, akin to the impact of structured programming on regular programming. From there, the authors explore the third Project Loom API and scoped values, clarifying their advantages over regular ThreadLocals and providing efficient usage insights. The book concludes with an exploration of common scheduling strategies. By the end of this book, you will have a solid understanding of the concepts behind Project Loom and will be able to immediately apply this knowledge to your own code. For Java developers of any level. This knowledge is so fundamental to staying relevant in the Java job market that every developer needs to understand it for their career development.

Название: Networked Artificial Intelligence: AI-Enabled 5G Networking
Автор: Radhika Ranjan Roy
Издательство: CRC Press
Год: 2025
Страниц: 220
Язык: английский
Формат: pdf (true)
Размер: 24.5 MB

The integration of fifth generation (5G) wireless technologies with distributed Artificial Intelligence (AI) is transforming network operations. AI is increasingly embedded in all network elements, from cloud and edge to terminal devices, enabling AI to function as a networking system. This convergence facilitates AI-based applications across the global network, with notable successes in various domains such as computer vision, natural language processing, and healthcare. Networked Artificial Intelligence: AI-Enabled 5G Networking a comprehensive framework for the deep integration of computing and communications, optimizing networks and applications as a unified system using AI. The book covers topics ranging from networked AI fundamentals to AI-enabled 5G networks, including agent modeling, machine learning (ML) algorithms, and network protocol architectures. It discusses how network service providers can leverage AI and ML techniques to customize network baselines, reduce noise, and accurately identify issues. The book presents a comprehensive approach to AI-enabled networking that offers unprecedented opportunities for efficiency, reliability, and innovation in telecommunications. It works through the approach’s five steps of connection, communication, collaboration, curation, and community. These steps enhance network effects, empowering operators with insights for trusted automation, cost reduction, and optimal user experiences. The book also discusses AI and ML capabilities that enable networks to continuously learn, self-optimize, and predict and rectify service degradations proactively, even with full automation.

Название: Generative AI models
Автор: Jovan Pehcevski
Издательство: Arcler Press
Год: 2024
Страниц: 419
Язык: английский
Формат: pdf (true)
Размер: 50.2 MB

The Generative AI is especially powerful in several areas, such as text generation (product description, article writing), image and video generation (AI-generated pictures and videos for marketing industry), and voice and sound generation (for film industry). This book edition covers different topics of generative AI models, including: image generation techniques, video generation techniques, speech / voice generation techniques, and societal and ethical issues of these models. The world is changing rapidly, and scientific and technological progress plays a key role in this. Artificial Intelligence (AI), which has permeated all spheres of social, economic, scientific research and everyday life, has a special influence. Today, the spotlight is on generative artificial intelligence, which has the potential to change the world in the coming years, in terms of development, commercial and social perspectives. Within a few months, ChatGPT has become the most prominent representative of the new generation of Generative Artificial Intelligence systems. Others are called LaMDA, DALL-E or Stable Diffusion. These programs produce fundamentally new texts, codes, images or even videos. The results are so convincing that it is often impossible to tell whether they were created by human or machine.

Название: Fusion of Artificial Intelligence and Machine Learning for Advanced Image Processing, Data Analysis, and Cyber Security
Автор: Arun Kumar Rana, Rashmi Gupta, Sharad Sharma, Ahmed A. Elngar, Sachin Dhawan
Издательство: Apple Academic Press, CRC Press
Серия: AAP Advances in Artificial Intelligence & Robotics
Год: 2025
Страниц: 271
Язык: английский
Формат: pdf (true), epub
Размер: 28.4 MB

This book focuses on the fusion of Artificial Intelligence and Machine Learning in advanced image processing, data analysis, and cyber security, as well as compiles and discusses various engineering solutions using various Artificial Intelligence paradigms. It looks at recent technological advancements and considers how Artificial Intelligence, Machine Learning, Deep Learning, soft computing, and evolutionary computing techniques can be used to design, implement, and optimize advanced image processing, data analysis, and cyber security engineering solutions. It will readers develop the insight required to use the tools of digital imaging to solve new problems. The book is divided into sections that deal with Fusion of Artificial Intelligence and Machine Learning for Advanced Image Processing, Data Analysis, and Cyber Security offers a selection of chapters on the application of Artificial Intelligence and Machine Learning for advanced image processing, data analysis, and cyber security. This book will surely enhance the knowledge of readers interested in these areas. Focuses on the fusion of Artificial Intelligence and Machine Learning in advanced image processing, data analysis, and cyber security. Considers recent advancements in AI and ML and their use in design, implementation, and optimization. Compiles and discusses various engineering solutions using different Artificial Intelligence paradigms.