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Python for Data Science
by A. Lakshmi Muddana Sandhya VinayakamThe book is designed to serve as a textbook for courses offered to undergraduate and graduate students enrolled in data science. This book aims to help the readers understand the basic and advanced concepts for developing simple programs and the fundamentals required for building machine learning models. The book covers basic concepts like data types, operators, and statements that enable the reader to solve simple problems. As functions are the core of any programming, a detailed illustration of defining & invoking functions and recursive functions is covered. Built-in data structures of Python, such as strings, lists, tuples, sets, and dictionary structures, are discussed in detail with examples and exercise problems. Files are an integrated part of programming when dealing with large data. File handling operations are illustrated with examples and a case study at the end of the chapter. Widely used Python packages for data science, such as Pandas, Data Visualization libraries, and regular expressions, are discussed with examples and case studies at the end of the chapters. The book also contains a chapter on SQLite3, a small relational database management system of Python, to understand how to create and manage databases. As AI applications are becoming popular for developing intelligent solutions to various problems, the book includes chapters on Machine Learning and Deep Learning. They cover the basic concepts, example applications, and case studies using popular frameworks such as SKLearn and Keras on public datasets
Applying Drones to Current Societal and Industrial Challenges (Management and Industrial Engineering)
by Diego Carou Antonio Sartal J. Paulo DavimThis book explores drone applications and the cutting-edge technologies that drive their functionality. From transforming everyday challenges like traffic congestion to enhancing efficiency in fields such as search and rescue operations, protection of critical infrastructure, and medicine, the book explores how drones serve as powerful allies to address diverse human needs. The chapters not only showcase the applications of drone technology but also shed light on how these vehicles can revolutionize commonplace tasks, such as delivering packages with unprecedented efficiency. The book also explores technological intricacies, regulatory considerations, and the evolving demands of today's consumers. By providing a holistic view, it equips readers with a deep understanding of the multifaceted landscape surrounding drone technology.
The Quizzer’s Guide to the Cosmos: 500 Questions About the Universe (with Answers) (Springer Praxis Books)
by Stephen WebbHave you ever gazed up at the night sky and wondered how many stars you can see? Whether the universe is infinite? Or, more prosaically, what the chances are of you being hit by a rock from space? The Quizzer’s Guide to the Cosmos is here to satisfy your curiosity by offering an overview of the history of astronomy, from the earliest beginnings through to the most recent discoveries. This isn’t a typical astronomy book, however — it’s packed with a 500-question multiple-choice quiz that not only makes the book more interactive but also helps you retain information and lets you test your knowledge of some of the most captivating concepts in science. The book will appeal to astronomy buffs and to general quiz afficianados alike. Digital questions and answers also via app: Download the Springer Nature Flashcards app free of charge and test your knowledge.
Cellular Automata Technology: Third Asian Symposium, ASCAT 2024, Durgapur, India, February 29–March 2, 2024, Revised Selected Papers (Communications in Computer and Information Science #2021)
by Mamata Dalui Sukanta Das Enrico FormentiThis book constitutes the refereed conference proceedings of the Third Asian Symposium on Cellular Automata Technology, ASCAT 2024, held in Durgapur, India, during February 29 - March 2, 2024.The 15 full papers presented in this book were carefully reviewed and selected from 33 submissions. The symposium aims to explore the latest advancements, methodologies, and interdisciplinary connections that showcase the versatility and potential impact of cellular automata in contemporary research.
Fundamentals of Real and Complex Analysis (Springer Undergraduate Mathematics Series)
by Asuman Güven AksoyThe primary aim of this text is to help transition undergraduates to study graduate level mathematics. It unites real and complex analysis after developing the basic techniques and aims at a larger readership than that of similar textbooks that have been published, as fewer mathematical requisites are required. The idea is to present analysis as a whole and emphasize the strong connections between various branches of the field. Ample examples and exercises reinforce concepts, and a helpful bibliography guides those wishing to delve deeper into particular topics. Graduate students who are studying for their qualifying exams in analysis will find use in this text, as well as those looking to advance their mathematical studies or who are moving on to explore another quantitative science.Chapter 1 contains many tools for higher mathematics; its content is easily accessible, though not elementary. Chapter 2 focuses on topics in real analysis such as p-adic completion, Banach Contraction Mapping Theorem and its applications, Fourier series, Lebesgue measure and integration. One of this chapter’s unique features is its treatment of functional equations. Chapter 3 covers the essential topics in complex analysis: it begins with a geometric introduction to the complex plane, then covers holomorphic functions, complex power series, conformal mappings, and the Riemann mapping theorem. In conjunction with the Bieberbach conjecture, the power and applications of Cauchy’s theorem through the integral formula and residue theorem are presented.
Verhaltensstörungen bei Demenzerkrankungen: Leitfaden für Diagnostik und Therapie
by Robert Haußmann Susan EbertVerhaltensbezogene und psychologische Symptome im Rahmen von Demenzerkrankungen (BPSD) und deren Management sind im gesamten Erkrankungsverlauf von großer Bedeutung und stellen häufig eine größere therapeutische Herausforderung dar als kognitive Symptome. Ihre Entstehung ist komplex, heterogen und steht immer in einer Wechselwirkung zwischen neurobiologischen Phänomenen, patientenbezogenen Faktoren wie prämorbider Persönlichkeitsstruktur und Biografie, angehörigenbezogenen Faktoren wie Stresserleben, Depressivität und ungünstiger Interaktions- und Kommunikationsstile sowie Umgebungsfaktoren. Die diagnostische und therapeutische Annährung bedarf daher eines strukturierten Vorgehens und sollte situative und allgemeine medizinische Auslösefaktoren berücksichtigen. Die Behandlung sollte nach Möglichkeit primär kausal und nicht medikamentös erfolgen und fortlaufend reevaluiert werden. Doch die medikamentöse Therapie ist in unterschiedlichen klinischen Situationen unverzichtbar. Neben den in dieser Indikation häufig eingesetzten Antidementiva, Antipsychotika und Antidepressiva wurden verschiedene Substanzen in klinischen Studien untersucht. Dieses Buch richtet sich an klinisch tätige Geriater, Neurologen, Psychiater und Allgemeinmediziner, die in die Betreuung von Menschen mit Demenz eingebunden sind. Es bietet eine kompakte Übersicht zur diagnostischen Annährung und systematischen Erfassung von BPSD und stellt die Evidenz nicht-medikamentöser und medikamentöser Behandlungsoptionen umfassend dar.
Proceedings from the International Conference on Hydro and Renewable Energy: Net-Zero Carbon Energy Systems (Lecture Notes in Civil Engineering #391)
by Bri-Mathias Hodge Sanjeev Kumar PrajapatiThis book comprises the select peer-reviewed proceedings of the International Conference on Hydro and Renewable Energy (ICHRE 2022). It aims to provide a comprehensive and broad-spectrum picture of the state-of-the-art research and development in the area of renewable energy technologies, grid integration challenges and opportunities, negative emission technologies, role of distributed energy resources in net zero energy carbon systems, role of hydro energy and pumped storage hydro in power sector decarbonization, policies, and regulations in achieving net zero carbon energy systems, among others. This book provides a valuable resource for those in academia and industry working in the fields of renewable energy, civil engineering, mechanical engineering, among others.
National Power and International Geostructure (Contributions to International Relations)
by Daniel Morales Ruvalcaba Alberto Rocha ValenciaThis book addresses three innovative aspects for the study of International Relations: first, proposes a novel theoretical-methodological framework for the study of national power, and based on this, a quantitative analysis technique is formulated that allows us to study the evolution of state power over almost five decades. Second, states play a fundamental role in the international system, which is why the study of their roles in the world cannot be limited to old, insufficient, and contradictory categorizations. Having new categories of states becomes an even more urgent task in the rapidly changing international order than it is today. This book proposes nine categories of powers and states that cover all the countries that currently exist. Third, the international geostructure of world power is proposed, which represents a new theoretical notion that helps to explain how the international insertion of states and their possibilities of action are conditioned by the unequal distribution of national power and by their structural positioning in the international system. This book is for all students of International Relations, academics, and people who want to understand national power as a fundamental factor in relations between countries.
Fetal and Perinatal Skeletal Dysplasias: An Atlas of Multimodality Imaging
by Christine M Hall Amaka C Offiah Francesca Forzano Mario Lituania Gen Nishimura Valerie Cormier-DaireThis atlas is intended to give obstetricians, paediatricians, neonatologists, radiologists, molecular and clinical geneticists and anatomo-pathologists, a thorough insight into conditions (and variants) of skeletal dysplasias. Clinical and imaging findings are properly illustrated, enriched by updated genetic information. This acclaimed text returns in a revised form, with updated material, particularly on the new knowledge surrounding the genetic basis and mechanism for the various skeletal dysplasias. No clinician dealing with fetal or neonatal skeletal diagnosis or treatment will want to be without access to the wealth of illustrations and detail condensed here.• Presents a clear and consistent rubric for approaching approximately 150 types of skeletal dysplasias• Meets the needs of clinical gynaecologists, obstetricians, paediatricians, radiologists and geneticists• Offers an essential, concise resource for the diagnosis of skeletal dysplasias which present prenatally and perinatally
Safety at Height: A Holistic View of Fall Management
by Natarajan KrishnamurthyEverybody climbs up or down for some reason or other. Many fall and get injured or, worse, end up killed all over the world, especially in their place of work. Why does it happen? Does it have to be so? Can it be managed better and, if so, how? This book addresses these questions in layman’s language, yet with sufficient technical detail to satisfy the more curious and challenge the more ambitious.In Safety at Height: A Holistic View of Fall Management, veteran author Natarajan Krishnamurthy shares his long research and consultancy experience on this subject to offer an overview of falls, methods to manage them, and practical techniques to ensure better safety. This book argues that deaths and major injuries from fall accidents can be prevented by stakeholders knowing more and following guidelines. It looks at the mechanics of falls, accidents in the workplace, and safeguards that can be put in place. Featuring exercises at the end of chapters to underpin learning, this title concludes with unusual fall situations. Through its pages, the reader will develop a good understanding of how to prevent falls across a variety of different real-life scenarios.This handy guide will be an ideal read for students, researchers, and professionals in occupational safety and health, human factors, and activities where slips, trips, and falls tend to occur.
Occupational Health & Safety Solutions: Practical Compliance
by Ian Bollans David PreeceHealth and safety legislation places significant responsibilities on employers and managers to protect the health and safety of their workers, but the subject area is seen as both complex and technical in nature, often requiring the input of professionals. This book dispels these myths by taking a unique approach, allowing somebody with little or no knowledge of the subject to understand their legal duties and then take a practical step-by-step approach to control workplace risks and prevent accidents.Occupational Health & Safety Solutions: Practical Compliance is a reworking and updating of Jordan Publishing’s Health and Safety Management, published by LexisNexis from 1997 to 2023. The book takes a comprehensive approach by covering the main subject areas of occupational health and safety and is relevant to all types of workplaces. It provides enough background knowledge for the reader to understand what the law requires, and what needs to be done to achieve compliance, with the main emphasis being on practical application. Providing the reader with the ability to manage health and safety through a process of flowcharts, diagrams, and extensive checklists, the book draws on the expertise of the authors and current best practice within industry. Each chapter sets out a clear, practical approach to identifying and managing risks, thereby enabling a robust and successful health and safety management system to be established in any workplace.The book is written for non-safety professionals such as managers and directors who want to discharge and manage their health and safety responsibilities in their workplace without the need to engage a consultant. It will also appeal to the safety professional by providing an authoritative guide to current best practice together with the practicalities of managing health and safety risks.
Media in Africa: Issues and Critiques
by Toks Dele Oyedemi René A. SmithA comprehensive and accessible introduction, this book examines a range of issues pertaining to theory, history and critiques of media in Africa.Featuring contributions from global scholars, that represent both new and established voices on the African continent and the diaspora, this volume explores themes of decolonization, media freedom, media censorship, identity, representation, pluralism, media framing, political economy of the media with emphasis on ownership, market trends and transnational media operations in Africa. Contributors explore these and other topics across a variety of media tiers, types, genres and platforms. The book also features contributions from practicing journalists and media practitioners working in Africa, providing students with hands-on knowledge from the field. Chapters in this volume take an instructional approach with contributors engaging key concepts and related theories to explore the praxis of media in Africa through specific case studies.An essential text for students of media, communication, journalism, and cultural studies who are studying media in Africa, as well as those studying global media.
Numerical Methods: Classical and Advanced Topics
by Shanmuganathan RajasekarThis book presents a pedagogical treatment of a wide range of numerical methods to suit the needs of undergraduate and postgraduate students, and teachers and researchers in physics, mathematics, and engineering. For each method, the derivation of the formula/algorithm, error analysis, case studies, applications in science and engineering and the special features are covered. A detailed presentation of solving time-dependent Schrödinger equation and nonlinear wave equations, along with the Monte Carlo techniques (to mention a few) will aid in students’ understanding of several physical phenomena including tunnelling, elastic collision of nonlinear waves, electronic distribution in atoms, and diffusion of neutrons through simulation study.The book covers advanced topics such as symplectic integrators and random number generators for desired distributions and Monte Carlo techniques, which are usually overlooked in other numerical methods textbooks. Interesting updates on classical topics include: curve fitting to a sigmoid and Gaussian functions and product of certain two functions, solving of differential equations in the presence of noise, and solving the time-independent Schrödinger equation.Solutions are presented in the forms of tables and graphs to provide visual aid and encourage a deeper comprehension of the topic. The step-by-step computations presented for most of the problems can be verifiable using a scientific calculator and is therefore appropriate for classroom teaching. The readers of the book will benefit from acquiring an acquittance, knowledge, experience and realization of significance of the numerical methods covered, their applicability to physical and engineering problems and the advantages of applying numerical methods over theoretical methods for specific problems.
The Inhuman Empire: Wildlife, Colonialism, Culture (Empire and the Making of the Modern World, 1650-2000)
by Sadhana NaithaniThis book is a study of selected texts of British writings on Indian wildlife published between 1860 and 1960.Set in the context of British colonial rule in India, this book also reflects on similar situations across the British Empire and other colonial empires. The destruction of wildlife in the making of empires is a subject not yet fully explored in scholarship. This book aims to speak to global concerns regarding the extinction of several species and shows that the crisis has international roots. The Inhuman Empire breaks new grounds as it juxtaposes colonial narratives to folk narratives. These two types of narratives treat nonhuman animals very differently – folk narrative considers them sentient beings, while colonial narratives see them as ‘game’ and do not care for their sentience. Both types of narratives are further evaluated with reference to the contemporary position of natural sciences regarding animal sentience and of anthropologists and philosophers regarding the relationship between nature and culture. Analyzing colonial accounts of hunting, the author looks at the pain and suffering of nonhuman animals and combines statistics alongside narratives of British writers, Indian populace and nonhuman animals in order to show narratives' reflect and impact reality.This book will be of great value to those interested in Animal Studies, Folkloristics, the history of Colonialism and India.
Beyond a Shadow of a Diet: The Comprehensive Guide to Treating Binge Eating Disorder, Emotional Eating, and Chronic Dieting.
by Judith Matz Ellen FrankelNow in its third edition, Beyond a Shadow of a Diet is the most comprehensive book available for professionals working with clients who struggle with binge and emotional eating, chronic dieting, and body image.Divided into three sections—The Problem, The Treatment, and The Solution—this book is filled with compelling clinical examples, visualizations, and exercises that professionals can use to deepen their knowledge and skills as they help clients find freedom from preoccupation with food and weight. New research on diet failure, health, weight, and weight stigma makes a case for why clinicians must reflect on their own attitudes and biases to understand how a weight loss focus can harm clients. In addition to addressing the symptoms, dynamics, and treatment of eating problems, this book presents a holistic framework that includes topics such as cultural, ethical, and social justice issues, the role of self-compassion, and promoting physical and emotional well-being for people of all shapes and sizes. Drawing from the attuned eating and weight inclusive frameworks, this book serves as an essential resource for both new clinicians and those interested in shifting their clinical approach.Trauma-informed and filled with compelling client stories and step-by-step strategies, Beyond a Shadow of a Diet offers professionals and their clients a positive, evidence-based model for making peace with food, their bodies, and themselves.
Corruption, Ethics, and Governance in South Africa: Issues, Cases, and Interventions (ISSN)
by Modimowabarwa KanyaneThis book assesses landmark empirical studies, state capture concerns, corruption, and fraud in South Africa’s public sector and thereby reflect on issues of accountability and ethics as cornerstones of governance.Bringing together some of the best minds about corruption, ethics, and governance from a multidisciplinary perspective, the book pushes critical thinking to interrogate interventions that could stamp out and stop the rot of corruption in society. The book investigates the behaviours of officials and politicians engaging in acts of corruption and considers how state institutions have been captured and corrupted by these people. Considering South Africa’s historical and regional context, the book also considers the role of watchdogs, auditors, and public opinion. In suggesting mechanisms for combating and preventing corruption, the book ultimately advocates for long-lasting preventive interventions instead of current short-lived and costly approaches to combating corruption.Combining original case studies, empirical work, and some comparisons in Zimbabwe and Botswana with South Africa, this book will be of interest to students, researchers, and policymakers working on corruption, ethics, and governance from the context of public administration and law.
A Psychoanalytic Study of Political Leadership in the United States and Russia: Searching for Truth
by Karyne E. MessinaA Psychoanalytic Study of Political Leadership in the United States and Russia: Searching for Truth provides psychoanalytic insight into the motives of this complex and contradictory figure.The contributors, from different professional and academic backgrounds, use a range of methods including quantitative research and literary analysis to shed light on Putin’s background, outlook and current actions. Reflecting a range of perspectives on how Putin’s background may have informed his beliefs and his actions, particularly with respect to the invasion of Ukraine, the book brings together diverse viewpoints.A Psychoanalytic Study of Political Leadership in the United States and Russia will be of great interest to psychoanalysts and to readers seeking to understand the complex dynamics of populist leadership.
The Story of Original Loss: Grieving Existential Trauma in the Arts and the Art of Psychoanalysis (Art, Creativity, and Psychoanalysis Book Series)
by Malcolm Owen Slavin, PhDThis book explores the universal human existential trauma of "original loss," a trauma the author describes as arising from our primal, human evolutionary loss of experiencing ourselves as innately belonging to, and instinctively at home within, the larger natural world.In this trauma arose our existential awareness of impermanence and mortality along with the need to mourn that loss in order to create a sense of belonging and identity. The book describes how the invention of art and group ritual became the collective ways we mourn our shared existential loss. It describes as well how it is the art within the psychoanalytic practice that enables both patient and analyst to grieve their individual versions of our shared original loss. Drawing on the work of Winnicott, Loewald and Ogden, as well as art theory and religion, this book offers a new perspective on the intersection of metaphorical artistic thinking and psychoanalysis.This book will appeal to psychoanalysts, psychotherapists, and scholars of poetic, visual and muscial metaphor, creativity, evolution and history of art.
Social Protection in Latin America: Causality, Stratification and Outcomes (Global Dynamics of Social Policy)
by Armando BarrientosThis book offers a comprehensive analysis of social protection in Latin America, its origins, institutions, and outcomes. The chapters are organised in three groups. The earlier chapters discuss in turn appropriate methods, an analytical framework, and core institutions. The book advocates a causal inference approach to the study of the institutions that have dominated social protection in the region: occupational insurance, individual retirement savings, and social assistance. The middle chapters study social protection’s main stratification effects, focussing on stratification effects on employment, protection, and worker incorporation. The later chapters then assess social protection outcomes and identify country groupings including their evolution over time. The book, and its approach and findings, contributes to the advancement of a theory of social protection amongst late industrialisers.This is an open access book.
Midline Neck Swellings: Diagnostic and Therapeutic Challenges
by Mahmoud SakrThe book provides a comprehensive overview of the challenges and debates on the diagnosis and treatment of midline neck swellings to clarify some uncertainties, make suggestions for resolving others, and establish strategies for achieving therapeutic success. In addition to information on the surgical anatomy of the neck with particular emphasis on midline cervical regions, and the classification and clinical approach for diagnosis and management of neck swellings, the chapters explore cervical lymphadenopathy, swellings of the submental region, swellings of the hyoid bone region, swellings of the laryngeal/pharyngeal region, swellings of the tracheal region, and swellings of the supra-space of Burns. The last chapter emphasizes the importance of scheduling regular follow-ups as well as patient counselling and education.The volume, enriched with color images and flowcharts, will be a key resource for head and neck surgeons, maxillofacial surgeons, orthopedic surgeons,endocrinologists, oncologists, pediatricians, and clinicians of other specialties as they face the most challenging midline neck swellings and work towards providing each patient with the best possible outcome.
Intelligent Systems and Applications: Proceedings of the 2023 Intelligent Systems Conference (IntelliSys) Volume 2 (Lecture Notes in Networks and Systems #823)
by Kohei AraiThe book is a unique collection of studies involving intelligent systems and applications of artificial intelligence in the real world to provide solutions to most vexing problems. IntelliSys received an overwhelming 605 papers which were put under strict double-blind peer-review for their novelty, originality and exhaustive research. Finally, 227 papers were sieved and chosen to be published in the proceedings.This book is a valuable collection of all the latest research in the field of artificial intelligence and smart systems. It provides a ready-made resource to all the readers keen on gaining information regarding the latest trends in intelligent systems. It also renders a sneak peek into the future world governed by artificial intelligence.
Cell Biology and Translational Medicine, Volume 21: Stem Cell in Lineage, Secretome Regulation and Cancer (Advances in Experimental Medicine and Biology #1450)
by Kursad TurksenMuch research has focused on the basic cellular and molecular biological aspects of stem cells. Much of this research has been fueled by their potential for use in regenerative medicine applications, which has in turn spurred growing numbers of translational and clinical studies. However, more work is needed if the potential is to be realized for improvement of the lives and well-being of patients with numerous diseases and conditions.This book series 'Cell Biology and Translational Medicine (CBTMED)' as part of Springer Nature’s longstanding and very successful Advances in Experimental Medicine and Biology book series, has the goal to accelerate advances by timely information exchange. Emerging areas of regenerative medicine and translational aspects of stem cells are covered in each volume. Outstanding researchers are recruited to highlight developments and remaining challenges in both the basic research and clinical arenas. This current book is the 21stvolume of a continuing series.
Political Party Research: An Overview
by Elmar WiesendahlThe book by the well-known German party researcher Elmar Wiesendahl presents the development, theoretical perspectives, research approaches, and fields of investigation in party research in light of the state of the art.
Mathematical Logic: On Numbers, Sets, Structures, and Symmetry (Springer Graduate Texts in Philosophy #4)
by Roman KossakThis textbook is a second edition of the successful, Mathematical Logic: On Numbers, Sets, Structures, and Symmetry. It retains the original two parts found in the first edition, while presenting new material in the form of an added third part to the textbook. The textbook offers a slow introduction to mathematical logic, and several basic concepts of model theory, such as first-order definability, types, symmetries, and elementary extensions. Part I, Logic Sets, and Numbers, shows how mathematical logic is used to develop the number structures of classical mathematics. All necessary concepts are introduced exactly as they would be in a course in mathematical logic; but are accompanied by more extensive introductory remarks and examples to motivate formal developments. The second part, Relations, Structures, Geometry, introduces several basic concepts of model theory, such as first-order definability, types, symmetries, and elementary extensions, and shows how they are usedto study and classify mathematical structures. The added Part III to the book is closer to what one finds in standard introductory mathematical textbooks. Definitions, theorems, and proofs that are introduced are still preceded by remarks that motivate the material, but the exposition is more formal, and includes more advanced topics. The focus is on the notion of countable categoricity, which analyzed in detail using examples from the first two parts of the book. This textbook is suitable for graduate students in mathematical logic and set theory and will also be of interest to mathematicians who know the technical aspects of the subject, but are not familiar with its history and philosophical background.
Accelerating Network Functions Using Reconfigurable Hardware: Design and Validation of High Throughput and Low Latency Network Functions at the Access Edge (Springer Theses)
by Ralf KundelThis book reports on new concepts and methods to design network functions on programmable hardware to accelerate connectivity. First, it introduces the host bypassing concept for improved integration of hardware accelerators in computer systems operating 5G radio access networks. This novel concept bypassed the system’s main memory and established direct connectivity between the accelerator and network interface card. This concept leads to improved throughput and significantly lowered latency jitter compared to existing methods. Second, the book analyzes different programmable hardware technologies for hardware-accelerated Internet subscriber handling, including three P4-programmable platforms and FPGAs. It shows that all the approaches have excellent performance and are suitable for Internet access creation. In turn, it presents a fully-fledged accelerated User Plane Function (UPF) designed upon these concepts and its testing in an end-to-end 5G standalone network. Third, it analyses and demonstrates the usability of Active Queue Management (AQM) algorithms on programmable hardware as an expansion to the access edge. It shows the feasibility of the CoDel AQM algorithm and discusses the challenges and constraints to be considered when limited hardware is used, resulting in significant improvements in the Quality of Service. Furthermore, the P4STA measurement framework is introduced, a network function benchmarking concept combing precise hardware-based time measurement methods with software-based load generation to simultaneously ensure high measurement accuracy and flexibility. Researchers and professionals will find in this book new solutions to improve both fixed and mobile internet access networks, offering an informative and inspiring reading for researchers and professionals involved in building the next generation of access edge networks and underlying technology.