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Demystifying Virtual Private Networks
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Book Synopsis Demystifying Virtual Private Networks by : Michael Busby
Download or read book Demystifying Virtual Private Networks written by Michael Busby and published by Jones & Bartlett Publishers. This book was released on 2000 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Demystifying VPN" is intended to help those individuals with little or no knowledge of internetworking understand VPNs and how they fit into the overall networking environment that includes TCP/IP. The material is presented in a logical fashion, beginning with the basic business reasons for selecting VPNs as a communications solution to the fundamentals of networking and the complexities of VPNs. The material also focuses on the Transmission Control Protocol and Internet Protocol that form the software platform on which VPNs are based, and the Point-to-Point Tunneling Protocol, which is the network protocol supporting VPNs. Michael Busby is an electrical engineer and technical writer in Plano, Texas. He is a consultant; the president of Global Network Services, an international telecommunications company; and the author of "Demystifying ATM/ADSL" and "Demystifying TCP/IP (3e)".
Book Synopsis Demystifying the IPsec Puzzle by : Sheila Frankel
Download or read book Demystifying the IPsec Puzzle written by Sheila Frankel and published by Artech House. This book was released on 2001 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that the Internet has blossomed into the "Information Superhighway" with its traffic and drivers becoming increasingly diverse, security has emerged as a primary concern. This innovative, new book offers you a global, integrated approach to providing Internet Security at the network layer. You get a detailed presentation of the revolutionary IPsec technology used today to create Virtual Private Networks and, in the near future, to protect the infrastructure of the Internet itself.
Book Synopsis Demystifying Large Language Models by : James Chen
Download or read book Demystifying Large Language Models written by James Chen and published by James Chen. This book was released on 2024-04-25 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide aiming to demystify the world of transformers -- the architecture that powers Large Language Models (LLMs) like GPT and BERT. From PyTorch basics and mathematical foundations to implementing a Transformer from scratch, you'll gain a deep understanding of the inner workings of these models. That's just the beginning. Get ready to dive into the realm of pre-training your own Transformer from scratch, unlocking the power of transfer learning to fine-tune LLMs for your specific use cases, exploring advanced techniques like PEFT (Prompting for Efficient Fine-Tuning) and LoRA (Low-Rank Adaptation) for fine-tuning, as well as RLHF (Reinforcement Learning with Human Feedback) for detoxifying LLMs to make them aligned with human values and ethical norms. Step into the deployment of LLMs, delivering these state-of-the-art language models into the real-world, whether integrating them into cloud platforms or optimizing them for edge devices, this section ensures you're equipped with the know-how to bring your AI solutions to life. Whether you're a seasoned AI practitioner, a data scientist, or a curious developer eager to advance your knowledge on the powerful LLMs, this book is your ultimate guide to mastering these cutting-edge models. By translating convoluted concepts into understandable explanations and offering a practical hands-on approach, this treasure trove of knowledge is invaluable to both aspiring beginners and seasoned professionals. Table of Contents 1. INTRODUCTION 1.1 What is AI, ML, DL, Generative AI and Large Language Model 1.2 Lifecycle of Large Language Models 1.3 Whom This Book Is For 1.4 How This Book Is Organized 1.5 Source Code and Resources 2. PYTORCH BASICS AND MATH FUNDAMENTALS 2.1 Tensor and Vector 2.2 Tensor and Matrix 2.3 Dot Product 2.4 Softmax 2.5 Cross Entropy 2.6 GPU Support 2.7 Linear Transformation 2.8 Embedding 2.9 Neural Network 2.10 Bigram and N-gram Models 2.11 Greedy, Random Sampling and Beam 2.12 Rank of Matrices 2.13 Singular Value Decomposition (SVD) 2.14 Conclusion 3. TRANSFORMER 3.1 Dataset and Tokenization 3.2 Embedding 3.3 Positional Encoding 3.4 Layer Normalization 3.5 Feed Forward 3.6 Scaled Dot-Product Attention 3.7 Mask 3.8 Multi-Head Attention 3.9 Encoder Layer and Encoder 3.10 Decoder Layer and Decoder 3.11 Transformer 3.12 Training 3.13 Inference 3.14 Conclusion 4. PRE-TRAINING 4.1 Machine Translation 4.2 Dataset and Tokenization 4.3 Load Data in Batch 4.4 Pre-Training nn.Transformer Model 4.5 Inference 4.6 Popular Large Language Models 4.7 Computational Resources 4.8 Prompt Engineering and In-context Learning (ICL) 4.9 Prompt Engineering on FLAN-T5 4.10 Pipelines 4.11 Conclusion 5. FINE-TUNING 5.1 Fine-Tuning 5.2 Parameter Efficient Fine-tuning (PEFT) 5.3 Low-Rank Adaptation (LoRA) 5.4 Adapter 5.5 Prompt Tuning 5.6 Evaluation 5.7 Reinforcement Learning 5.8 Reinforcement Learning Human Feedback (RLHF) 5.9 Implementation of RLHF 5.10 Conclusion 6. DEPLOYMENT OF LLMS 6.1 Challenges and Considerations 6.2 Pre-Deployment Optimization 6.3 Security and Privacy 6.4 Deployment Architectures 6.5 Scalability and Load Balancing 6.6 Compliance and Ethics Review 6.7 Model Versioning and Updates 6.8 LLM-Powered Applications 6.9 Vector Database 6.10 LangChain 6.11 Chatbot, Example of LLM-Powered Application 6.12 WebUI, Example of LLM-Power Application 6.13 Future Trends and Challenges 6.14 Conclusion REFERENCES ABOUT THE AUTHOR
Download or read book Demystifying ISDN written by Rick Arnold and published by Wordware Publishing. This book was released on 1999 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Demystifying ISDN" provides a comprehensive understanding of ISDN concepts and terms. In addition to an introduction to the technology, the reader will also learn how to make appropriate buying decisions when considering the purchase of an ISDN line and in selecting an ISDN digital modem as well as other digital services.
Book Synopsis Demystifying Embedded Systems Middleware by : Tammy Noergaard
Download or read book Demystifying Embedded Systems Middleware written by Tammy Noergaard and published by Elsevier. This book was released on 2010-11-04 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical technical guide to embedded middleware implementation offers a coherent framework that guides readers through all the key concepts necessary to gain an understanding of this broad topic. Big picture theoretical discussion is integrated with down-to-earth advice on successful real-world use via step-by-step examples of each type of middleware implementation. Technically detailed case studies bring it all together, by providing insight into typical engineering situations readers are likely to encounter. Expert author Tammy Noergaard keeps explanations as simple and readable as possible, eschewing jargon and carefully defining acronyms. The start of each chapter includes a "setting the stage" section, so readers can take a step back and understand the context and applications of the information being provided. Core middleware, such as networking protocols, file systems, virtual machines, and databases; more complex middleware that builds upon generic pieces, such as MOM, ORB, and RPC; and integrated middleware software packages, such as embedded JVMs, .NET, and CORBA packages are all demystified. Embedded middleware theory and practice that will get your knowledge and skills up to speed Covers standards, networking, file systems, virtual machines, and more Get hands-on programming experience by starting with the downloadable open source code examples from book website
Book Synopsis Demystifying Smart Cities by : Anders Lisdorf
Download or read book Demystifying Smart Cities written by Anders Lisdorf and published by Apress. This book was released on 2019-12-09 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of Smart Cities is accurately regarded as a potentially transformative power all over the world. Bustling metropolises infused with the right combination of the Internet of Things, artificial intelligence, big data, and blockchain promise to improve both our daily lives and larger structural operations at a city government level. The practical realities pose challenges that a significant sector of the tech industry now revolves around solving. Cut through the hype with Demystifying Smart Cities. In this book, the real-world implementations of successful Smart City technology in places like New York, Amsterdam, Copenhagen, and more are analyzed, and insights are gained from recorded attempts in similar urban centers that have not reached their full Smart City potential. From the logistical complications of securing thousands of devices to collect millions of pieces of data daily, to the complicated governmental processes that are required to install Smart City tech, Demystifying Smart Cities covers every aspect of this revolutionary modern technology. This book is the essential guide for anybody who touches a step of the Smart City process—from salespeople representing product vendors to city government officials to data scientists—and provides a more well-rounded understanding of the full positive and negative impacts of Smart City technology deployment. Demystifying Smart Cities evaluates how our cities can behave in a more intelligent way, and how producing novel solutions can pose equally novel challenges. The future of the metropolis is here, and the expert knowledge in the book is your greatest asset. What You'll LearnPractical issues and challenges of managing thousands and millions of IoT devices in a city The different types of city data and how to manage and secure it The possibilities of utilizing AI into a city (and how it differs from working with the private sector) Examples of how to make cities smarter with technology Who This Book Is For Primarily for those already familiar with the hype of smart city technologies but not the details of its implementation, along with technologists interested in learning how city government works when integrating technology. Also, people working for smart city vendors, especially sales people and product managers who need to understand their target market.
Book Synopsis Demystifying Internet of Things Security by : Sunil Cheruvu
Download or read book Demystifying Internet of Things Security written by Sunil Cheruvu and published by Apress. This book was released on 2019-08-13 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Break down the misconceptions of the Internet of Things by examining the different security building blocks available in Intel Architecture (IA) based IoT platforms. This open access book reviews the threat pyramid, secure boot, chain of trust, and the SW stack leading up to defense-in-depth. The IoT presents unique challenges in implementing security and Intel has both CPU and Isolated Security Engine capabilities to simplify it. This book explores the challenges to secure these devices to make them immune to different threats originating from within and outside the network. The requirements and robustness rules to protect the assets vary greatly and there is no single blanket solution approach to implement security. Demystifying Internet of Things Security provides clarity to industry professionals and provides and overview of different security solutions What You'll Learn Secure devices, immunizing them against different threats originating from inside and outside the networkGather an overview of the different security building blocks available in Intel Architecture (IA) based IoT platformsUnderstand the threat pyramid, secure boot, chain of trust, and the software stack leading up to defense-in-depth Who This Book Is For Strategists, developers, architects, and managers in the embedded and Internet of Things (IoT) space trying to understand and implement the security in the IoT devices/platforms.
Book Synopsis Demystifying DevSecOps in AWS by : Picklu Paul
Download or read book Demystifying DevSecOps in AWS written by Picklu Paul and published by BPB Publications. This book was released on 2023-11-06 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to leverage DevSecOps to secure your modern enterprise in the cloud KEY FEATURES ● Explore DevSecOps principles, fundamentals, practices, and their application in AWS environments comprehensively and in-depth. ● Leverage AWS services and tools to enhance security within your DevSecOps pipeline, gaining deep insights. ● Implement DevSecOps practices in AWS environments with step-by-step guidance and real-world corporate examples. DESCRIPTION “Demystifying DevSecOps in AWS” is a practical and insightful handbook designed to empower you in your pursuit of securing modern enterprises within Amazon Web Services (AWS) environments. This book delves deep into the world of DevSecOps, offering a thorough understanding of its fundamentals, principles, methodologies, and real-world implementation strategies. It equips you with the knowledge and skills needed to seamlessly integrate security into your development and operations workflows, fostering a culture of continuous improvement and risk mitigation. With step-by-step guidance and real-world examples, this comprehensive guide navigates the intricate landscape of AWS, showcasing how to leverage its services and tools to enhance security throughout the DevSecOps lifecycle. It bridges the gap between development, security, and operations teams, fostering collaboration and automation to fortify AWS pipelines. This book is your one-stop shop for mastering DevSecOps in AWS. With it, you'll be able to protect your applications and data, and achieve operational excellence in the cloud. WHAT YOU WILL LEARN ● Learn to infuse security into the DevOps lifecycle and master AWS DevSecOps. ● Architect and implement a DevSecOps pipeline in AWS. ● Scale DevSecOps practices to accommodate the growth of AWS environments. ● Implement holistic security measures across the software lifecycle. ● Learn real-world DevSecOps scenarios and lead DevSecOps initiatives. WHO THIS BOOK IS FOR This book is for anyone who wants to learn about DevSecOps in AWS, including cybersecurity professionals, DevOps and SRE engineers, AWS cloud practitioners, software developers, IT managers, academic researchers, and students. A basic understanding of AWS and the software development lifecycle is required, but no prior experience with DevSecOps is necessary. TABLE OF CONTENTS 1. Getting Started with DevSecOps 2. Infusing Security into DevOps 3. DevSecOps Process and Tools 4. Build Security in AWS Continuous Integration 5. Build Security in AWS Continuous Deployment 6. Secure Auditing, Logging and Monitoring in AWS 7. Achieving SecOps in AWS 8. Building a Complete DevSecOps Pipeline in AWS 9. Exploring a Real-world DevSecOps Scenario 10. Practical Transformation from DevOps to DevSecOps Pipeline 11. Incorporating SecOps to Complete DevSecOps Flow
Book Synopsis China's World View: Demystifying China to Prevent Global Conflict by : David Daokui Li
Download or read book China's World View: Demystifying China to Prevent Global Conflict written by David Daokui Li and published by W. W. Norton & Company. This book was released on 2024-01-09 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: A distinguished Chinese economist offers a timely, essential exploration of China’s perspective on economy, government, society, and its position in the world. Dr. David Daokui Li has served as an advisor to senior Chinese Communist Party leaders as well as major multinational corporations and international economic institutions. Writing in response to the growing anti-Chinese sentiment and alarmed by the threat of war, Dr. Li pulls from his wealth of firsthand experience to demystify contemporary Chinese society and advocate for understanding between China and the West. In this urgently needed and fascinating book, he explains the inner workings of a rising superpower to help the world understand how it works—and how to work with it. In Li’s hands, an economic and political system that often baffles Westerners becomes coherent, sophisticated, and logical. He begins by explaining how two thousand years of history—from Confucian philosophy and ancient imperial dynasties to Communist Party chairmen from Mao to Deng Xiaoping—profoundly influence China’s leadership today. Li brings the reader into high-level meetings he attended with figures including Xi Jinping, showing China’s approach to governance. Many Westerners imagine that China’s economy and society are as rigid and ideological as Soviet Russia. In his far-reaching exploration of the Chinese economy—from state-owned enterprises, private businesses, the stock market, education, media and the internet to real estate, the environment, and much more—Li reveals that China’s economy and society are in fact diverse, dynamic, and flexible. In demystifying contemporary Chinese society, Li helps readers reconceptualize contemporary China and the implications of its growth. He asserts that China’s rise will be beneficial for the global order, holding out the hope that with shared understanding and mutual learning the Chinese and Western systems will eventually find a way to peacefully coexist.
Book Synopsis Breaking the Language Barrier: Demystifying Language Models with OpenAI by : Rayan Wali
Download or read book Breaking the Language Barrier: Demystifying Language Models with OpenAI written by Rayan Wali and published by Rayan Wali. This book was released on 2023-03-08 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Breaking the Language Barrier: Demystifying Language Models with OpenAI is an informative guide that covers practical NLP use cases, from machine translation to vector search, in a clear and accessible manner. In addition to providing insights into the latest technology that powers ChatGPT and other OpenAI language models, including GPT-3 and DALL-E, this book also showcases how to use OpenAI on the cloud, specifically on Microsoft Azure, to create scalable and efficient solutions.
Book Synopsis Demystifying eResearch by : Victoria Martin
Download or read book Demystifying eResearch written by Victoria Martin and published by Bloomsbury Publishing USA. This book was released on 2014-10-17 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: eResearch presents new challenges in managing data. This book explains to librarians and other information specialists what eResearch is, how it impacts library services and collections, and how to contribute to eResearch activities at their parent institutions. Today's librarians need to be technology-savvy information experts who understand how to manage datasets. Demystifying eResearch: A Primer for Librarians prepares librarians for careers that involve eResearch, clearly defining what it is and how it impacts library services and collections, explaining key terms and concepts, and explaining the importance of the field. You will come to understand exactly how the use of networked computing technologies enhances and supports collaboration and innovative methods particularly in scientific research, learn about eResearch library initiatives and best practices, and recognize the professional development opportunities that eResearch offers. This book takes the broad approach to the complex topic of eResearch and how it pertains to the library community, providing an introduction that will be accessible to readers without a background in electronic research. The author presents a conceptual overview of eResearch with real-world examples of electronic research activities to quickly increase your familiarity with eResearch and awareness of the current state of eResearch librarianship.
Download or read book Networking 2004 written by Nikolas Mitrou and published by Springer Science & Business Media. This book was released on 2004-04-28 with total page 1551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third IFIP-TC6 Networking Conference, NETWORKING 2004, held in Athens, Greece, in May 2004. The 103 revised full papers and 40 revised short papers were carefully reviewed and selected from 539 submissions. The papers are organized in topical sections on network security; TCP performance; ad-hoc networks; wavelength management; multicast; wireless network performance; inter-domain routing; packet classification and scheduling; services and monitoring; admission control; competition in networks; 3G/4G wireless systems; MPLS and related technologies; flow and congestion control; performance of IEEE 802.11; optical networks; TCP and congestion; key management; authentication and DOS prevention; energy aspects of wireless networks; optical network access; routing in ad-hoc networks; fault detection, restoration, and tolerance; QoS metrics, algorithms, and architecture; content distribution, caching, and replication; and routing theory and path computation.
Book Synopsis Demystifying Federated Learning for Blockchain and Industrial Internet of Things by : Kautish, Sandeep
Download or read book Demystifying Federated Learning for Blockchain and Industrial Internet of Things written by Kautish, Sandeep and published by IGI Global. This book was released on 2022-06-17 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, mobile technology and the internet of objects have been used in mobile networks to meet new technical demands. Emerging needs have centered on data storage, computation, and low latency management in potentially smart cities, transport, smart grids, and a wide number of sustainable environments. Federated learning’s contributions include an effective framework to improve network security in heterogeneous industrial internet of things (IIoT) environments. Demystifying Federated Learning for Blockchain and Industrial Internet of Things rediscovers, redefines, and reestablishes the most recent applications of federated learning using blockchain and IIoT to optimize data for next-generation networks. It provides insights to readers in a way of inculcating the theme that shapes the next generation of secure communication. Covering topics such as smart agriculture, object identification, and educational big data, this premier reference source is an essential resource for computer scientists, programmers, government officials, business leaders and managers, students and faculty of higher education, researchers, and academicians.
Book Synopsis Learn SQL Server 7.0 Administration by : Jeffrey R. Garbus
Download or read book Learn SQL Server 7.0 Administration written by Jeffrey R. Garbus and published by . This book was released on 2000 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems administrators often have two basic questions: "What do I need to do to keep the system running smoothly?" "What do I do if something goes wrong?" "Learn SQL Server 7.0 Administration" answers the first question in detail, with the expectation that this will prevent the second question from being asked. To achieve this goal, SQL Server consultant Jeffrey Garbus provides detailed information about designing and implementing a preventive maintenance regimen in order to ensure ongoing reliability, performance, and preparedness for disaster recovery. The book opens by introducing basic concepts, then quickly progresses to such advanced topics as configuring SQL Server for optimum performance, monitoring activity on the server, using the Database Consistency Checker, and backing up and restoring the database. Updating index statistics, using wizards to automate tasks, and replicating data are also covered. Garbus' book is for anyone who must learn to maintain a SQL Server. Jeffrey Garbus is an experienced SQL Server 7.0 consultant. He has spoken at user conferences, written many magazine articles, and has several SQL and database books to his credit. He is the CEO of Soaring Eagle Consulting, Ltd., based in Florida. Contributing authors: Alvin Chang is a consultant for Soaring Eagle Consulting, and Penny Garbus is president of Soaring Eagle Consulting.
Book Synopsis Learn Red Hat Linux Server Tips by : George M. Doss
Download or read book Learn Red Hat Linux Server Tips written by George M. Doss and published by Wordware Publishing. This book was released on 2000 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: A series of tips answers specific questions about using the Linux operating system in connection with various servers, touching on TCP/IP, point-to point protocol, network information systems, network administration, GNU projects, hardware, and filesystem structure. An appendix lists the table of contents for 41 HOWTOs. The CD-ROM contains Red Hat Linux Publisher's Edition, version 6.1.
Book Synopsis Introduction to Privacy Enhancing Technologies by : Carlisle Adams
Download or read book Introduction to Privacy Enhancing Technologies written by Carlisle Adams and published by Springer Nature. This book was released on 2021-10-30 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a unique lens through which the myriad of existing Privacy Enhancing Technologies (PETs) can be easily comprehended and appreciated. It answers key privacy-centered questions with clear and detailed explanations. Why is privacy important? How and why is your privacy being eroded and what risks can this pose for you? What are some tools for protecting your privacy in online environments? How can these tools be understood, compared, and evaluated? What steps can you take to gain more control over your personal data? This book addresses the above questions by focusing on three fundamental elements: It introduces a simple classification of PETs that allows their similarities and differences to be highlighted and analyzed; It describes several specific PETs in each class, including both foundational technologies and important recent additions to the field; It explains how to use this classification to determine which privacy goals are actually achievable in a given real-world environment. Once the goals are known, this allows the most appropriate PETs to be selected in order to add the desired privacy protection to the target environment. To illustrate, the book examines the use of PETs in conjunction with various security technologies, with the legal infrastructure, and with communication and computing technologies such as Software Defined Networking (SDN) and Machine Learning (ML). Designed as an introductory textbook on PETs, this book is essential reading for graduate-level students in computer science and related fields, prospective PETs researchers, privacy advocates, and anyone interested in technologies to protect privacy in online environments.
Book Synopsis Virtual Private Networks by : Ronald D. Borrillo
Download or read book Virtual Private Networks written by Ronald D. Borrillo and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
