Handbook Of Data Reliability Engineering
The SRE principles pioneered by Google have proven effective in managing web and mobile applications over time. Drawing from this, Data Reliability Engineering (DRE) applies a similar ethos to data workloads. DRE prioritizes post-production observability methods, emphasizing observability, monitoring, performance, efficiency, and cost optimization. This book thoroughly explores the DRE framework, ensuring dependable data solutions. However, attaining the data reliability "North Star," minimizing data downtime, and meeting quality metrics like accuracy, freshness, and latency, is pivotal. The challenge lies in enhancing observability within intricate data solutions where numerous pipelines operate incessantly, while adhering to Google's SRE principles. This book provides comprehensive guidance from three angles: People, Process, and Technology. Unlike many SRE publications focusing solely on technology, it stresses the importance of aligning people and processes with the technical vision. In absence of this alignment, theory prevails over practicality. Fundamentally, this book dives into end-to-end Data Reliability Engineering strategies. Considering it potentially the first of its kind, it serves as a foundational resource for crafting strategies and roadmaps towards establishing data reliability.
Analog and Digital Communication
More figures will bridge the gap between mathematics and visualization of the communication systemKEY FEATURES ● More figures to visualize the communication system.● Limited mathematics to explain the concept.● Complete overview of the communication system.DESCRIPTION In today's tech-driven world, communication systems play a crucial role in sharing information effectively. The book, Analog and Digital Communication helps you grasp the fundamental principles of these systems, enabling you to analyze and visualize information flow.This book on communication systems teaches you the basics of how information travels. It covers key concepts and tools, showing how analog information is transmitted on a carrier signal using techniques like AM and FM. You will also learn about converting analog signals to digital data and using modulation techniques like ASK and PSK. The book explains handling noise in communication and introduces information theory to understand data capacity and noise impact. It covers performance metrics like BER and channel coding for error correction. Additionally, it explores wireless and optical communication technologies like cellular networks, Wi-Fi, and optical fiber communication.By the end of this book, you will master analyzing digital modulation, understanding noise in communication, and using error correction methods. You will explore modern wireless and optical communication with light pulses, gaining skills to navigate the communication world confidently.WHAT YOU WILL LEARN● Visualize communication techniques.● Relate the mathematical expressions with communication techniques.● Find out the importance of different parameters in the performance of the communication system.● Understand the impact of noise and techniques to overcome it.WHO THIS BOOK IS FORThis book is suitable for undergraduate ECE students in all universities, as well as students of ICT and anyone interested in communication. It is ideal for engineering students, aspiring communication professionals, and curious individuals seeking insights into the technology connecting our world.
Application and Theory of Petri Nets and Concurrency
This book constitutes the proceedings of the 45th International Conference on Application and Theory of Petri Nets and Concurrency, PETRI NETS 2024, held in Geneva, Switzerland, during June 26-28, 2024. The 19 full papers and 2 invited papers included in this book were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: Business Process Modelling and Mining, Semantics and Complexity, Reachability, Verification and Model Checking, Applications and Tools.
Numerical Simulation and Computational Methods in Engineering and Sciences
Over the last few decades, numerical simulation has become a critical tool in addressing scientific and engineering complexities, propelled by advancements in computing technology and computational methods. This Special Issue compiles cutting-edge research on mathematical simulation and computational techniques, emphasizing innovative algorithms and their cross-field applications. The focus is on fostering interdisciplinary collaborations and developing robust computational tools to tackle contemporary challenges. It features original contributions from leading researchers, highlighting innovative methodologies and their impact in solving intricate problems. This compilation aims to disseminate knowledge, foster collaborations, and inspire further research, pushing the boundaries of engineering and scientific exploration.
Fractional Calculus
Fractional calculus (FC) has emerged as a beneficial tool for the study of dynamical systems. This is due to the fact that fractional-order (FO) operators capture the memory of all past events, leading to better descriptions of real-world phenomena than their integer-order counterparts. From this perspective, the systems modelling and control of FO with applications of real-world problems is of key significance. Despite the extraordinary advances in FC, new theoretical developments and applications are still needed to accurately describe or control many systems and signals characterized by chaos, bifurcations, criticality, symmetry, memory, scale invariance, fractality, fractionality, and other rich features.
Fractional Calculus
Fractional calculus (FC) has emerged as a beneficial tool for the study of dynamical systems. This is due to the fact that fractional-order (FO) operators capture the memory of all past events, leading to better descriptions of real-world phenomena than their integer-order counterparts. From this perspective, the systems modelling and control of FO with applications of real-world problems is of key significance. Despite the extraordinary advances in FC, new theoretical developments and applications are still needed to accurately describe or control many systems and signals characterized by chaos, bifurcations, criticality, symmetry, memory, scale invariance, fractality, fractionality, and other rich features.
The use of artificial intelligence in academic work
The growing influence of artificial intelligence (AI) has permeated different areas of knowledge and society, sparking growing interest in its application, characterized by the rapid adoption of tools and systems based on artificial intelligence, with Public Accounting not being the exception, the usefulness of this tool has had a significant impact on higher education, offering innovative solutions to improve the efficiency and effectiveness of teaching-learning processes and methods, from virtual tutoring systems to automated assessment platforms, AI is transforming the educational experience not only by providing new forms of personalization, feedback, and access to educational resources, but also the academic practices of university students. In this context, it is essential to explore the perception and attitude of students towards the use of artificial intelligence as a tool in carrying out their academic work; the interaction between AI and education raises relevant questions about ethics, intellectual autonomy and the originality of the works.
Beyond Testing
"Beyond Testing: The Art and Science of Formal Verification" intrigues readers by suggesting there's more to software development than meets the eye. It hints at a blend of creativity and rigor in the realm of formal verification. We can delve deeper by briefly explaining the limitations of testing. Traditional testing methods, often referred to as black-box testing, can be like throwing spaghetti at a wall - identifying bugs through various user scenarios, but not guaranteeing all errors are caught. The title emphasizes the "art and science" of formal verification. It's both a methodical approach - involving the creation of a formal model of the software system and rigorous analysis - and an art form - requiring expertise in software design and logic to identify potential flaws. This analysis could highlight the benefits of formal verification. It can be more comprehensive than testing, catching errors early in the development process and providing a higher level of confidence in the software's correctness, especially for critical systems. By moving "Beyond Testing," we discover a powerful tool for ensuring software reliability in our increasingly complex world.
The Hidden Cost of Poor Mobile App Performance
"The Hidden Cost of Poor Mobile App Performance" sparks curiosity about negative consequences that might go unnoticed. It suggests that sluggish apps have a deeper impact than just user annoyance. The analysis could delve into the various hidden costs associated with poor performance. This might include lost revenue due to abandoned shopping carts in e-commerce apps, decreased engagement leading to uninstalls of social media apps, or even reputational damage for businesses with unreliable service apps. Here's an example with a focus on financial impact: "The Hidden Cost of Poor Mobile App Performance." Sure, a slow app might be frustrating, but the real cost goes deeper. This exploration reveals the hidden financial burdens of poor mobile app performance. From lost revenue in e-commerce to decreased user engagement across industries, sluggish apps can significantly impact your bottom line. Don't underestimate the power of a smooth and efficient mobile experience.
Algorithms in Advanced Artificial Intelligence
The most common form of severe dementia, Alzheimer's disease (AD), is a cumulative neurological disorder.
Information Technologies and Mathematical Modelling. Queueing Theory and Applications
This book constitutes the refereed proceedings of the 2nd International Conference, ITMM 2023 and 14th International Workshop, WRQ 2023, held in Tomsk, Russia, during December 4-9, 2023. The 23 full papers included in this book were carefully reviewed and selected from 96 submissions. The papers are devoted to new results in queueing theory and its applications, and also related areas of probabilistic analysis. Its target audience includes specialists in probabilistic theory, random processes, and mathematical modeling as well as engineers engaged in logical and technical design and operational management of data processing systems, communication, and computer networks.
Intelligent Information and Database Systems
This two-volume set constitutes the refereed proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15-18, 2024. The 57 full papers presented in these proceedings were carefully reviewed and selected from 251 submissions. The papers of the 2 volume-set are organized in the following topical sections: Part I: advanced data analysis methods; AI-driven cybersecurity and medical solutions; application of generative models; computational intelligence. Part II: data modelling and smart information systems; image and video processing; machine learning algorithms in theory and practice; prediction and recommendation systems; text, speech and natural language processing.
Recent Advances in Fluid Mechanics
This Special Issue is a second collection of top-quality papers from some of the Editorial Board Members of Fluids, Guest Editors, and leading researchers, discussing new knowledge or new cutting-edge developments in all aspects of fluid mechanics. Research in turbulence continues to be one of the active areas; other papers focus on mixing, multiphase flows and porous media, slow (creeping) flows, potential flows, non-Newtonian fluids, fluid-structure interaction, and numerical methods.
Design, Simulation and New Applications of Unmanned Aerial Vehicles
The aim of this reprint is to present the current state of knowledge in the broad unmanned aerial vehicles (UAVs) discipline. With the rapid development of new applications and simulation methods, UAVs can now operate in a wide range of environmental conditions, thus extending the range of human activities due to their flexibility, autonomous control, size, low cost, and high adaptability. For this reason, the widely carried out multidisciplinary UAV research is of great importance in many fields. The intention of this collection was to bring together the work of leading researchers in the field of UAVs with an interest in their control, design, navigation, and autonomy. The papers included in this reprint present the key challenges of UAVs. The authors propose new solutions, approaches, and methodologies to address today's UAV challenges.
Design, Simulation and New Applications of Unmanned Aerial Vehicles
The aim of this reprint is to present the current state of knowledge in the broad unmanned aerial vehicles (UAVs) discipline. With the rapid development of new applications and simulation methods, UAVs can now operate in a wide range of environmental conditions, thus extending the range of human activities due to their flexibility, autonomous control, size, low cost, and high adaptability. For this reason, the widely carried out multidisciplinary UAV research is of great importance in many fields. The intention of this collection was to bring together the work of leading researchers in the field of UAVs with an interest in their control, design, navigation, and autonomy. The papers included in this reprint present the key challenges of UAVs. The authors propose new solutions, approaches, and methodologies to address today's UAV challenges.
Precision Navigation
Imagine a world where location isn't just a point on a map, but a gateway to a connected future. "Precision Navigation: A Key Component for a Connected World" explores how advancements in navigation technology are shaping a more interconnected and efficient global landscape. Beyond simply getting from point A to B, precision navigation unlocks a range of possibilities: - The Rise of the Sharing Economy: Precise location data fuels car-sharing, bike-sharing, and scooter-sharing services, offering on-demand mobility solutions for everyone. - Revolutionizing Logistics: Real-time tracking of vehicles and packages optimizes delivery routes, leading to faster and more efficient logistics networks. - Empowering Smart Cities: Precise location data informs urban planning, traffic management, and emergency response, creating smarter and more responsive cities. The benefits extend beyond transportation and urban planning: - Enhanced Public Safety: First responders can locate individuals in distress with greater accuracy, leading to faster and more effective emergency response. - Augmented Reality Experiences: Precise location data allows for location-based AR experiences, overlaying information onto the real world and enriching user experiences. - Precision Agriculture: Farmers can leverage location data to optimize fertilizer and water usage, leading to more sustainable and productive agricultural practices. However, ensuring a seamless future requires addressing challenges: - Privacy Concerns: Balancing the benefits of location data with user privacy is crucial. Robust data security and user control over information sharing are essential. - Infrastructure Development: Widespread adoption of precision navigation technologies may require investments in infrastructure, such as expanding cellular networks and deploying positioning systems. - Global Accessibility: Bridging the digital divide and ensuring equitable access to these technologies is critical for an inclusive connecte
The Digital Curator
In the age of information overload, the role of the digital curator has become more crucial than ever. No longer simply caretakers of physical collections, digital curators are the gatekeepers and facilitators of knowledge in the online realm. Their primary responsibility lies in engaging audiences and effectively disseminating knowledge through the vast digital landscape. This essay explores the multifaceted approach a digital curator employs to fulfill this mission. Building Bridges: Understanding Audiences The foundation of successful online knowledge dissemination lies in understanding the audience. Digital curators conduct research to identify their target demographic, their interests, and preferred online platforms. Analyzing website traffic, social media engagement, and user surveys paints a clear picture of who the curator is trying to reach. This knowledge allows them to tailor content and choose communication channels that resonate best with their audience.
Beyond the Walls
The walls of museums and libraries have long served as the guardians of cultural heritage. Within them, artifacts, documents, and stories have been meticulously preserved and presented, offering glimpses into the past. However, the rise of digital information has ushered in a new era, one that transcends these physical boundaries and fundamentally alters how we access, engage with, and understand our shared history. This essay explores the impact of digital information on cultural heritage, highlighting both its immense potential and the challenges it presents.
The Future of Concurrency
The ever-growing complexity of software demands robust solutions for concurrent programming. Traditional approaches often introduce trade-offs between performance and programmer sanity. This article explores the exciting prospect of zero-cost abstractions for guaranteed memory safety - a potential game-changer in the realm of concurrency. The Concurrency Conundrum Modern applications are inherently concurrent. Multi-core processors and asynchronous operations necessitate the ability to execute tasks simultaneously. This paradigm unlocks parallelism, improving responsiveness and throughput. However, concurrency introduces challenges: Data Races: When multiple threads access the same memory location without proper synchronization, data corruption can occur. This can lead to crashes, unpredictable behavior, and security vulnerabilities. Deadlocks: Threads can become stuck waiting for resources held by each other, creating a frustrating standstill. Livelocks: Threads enter a busy-waiting loop, perpetually attempting to acquire resources that are never released. Traditional Approaches and Their Shortcomings Several techniques exist to manage concurrent programming: Mutexes and Semaphores: These low-level synchronization primitives provide control over shared resources. However, manual usage can be error-prone, leading to deadlocks and difficult-to-debug code. Monitors: Higher-level constructs encapsulate data and synchronization logic, improving safety and clarity. However, they can introduce overhead and limit flexibility.
Tag Refinement using Social Annotations for Cultural Multimedia
Social media prevails in every walk of our life. Multimedia shared through social networks allows its user to share, annotate and rate them depending upon user preferences and they are highly personalized. These user generated social annotations are more useful in describing the content of the multimedia and enabling efficient indexing and retrieval. Multimedia retrieval techniques lack in semantic context annotations for videos, because semantically annotating the video using automatic methods is a challenging task. This book discusses novel methods for video tag refinement and temporal localization for cultural multimedia by harnessing the visual similarity, temporal consistency, spatial feature and region-based annotation refinement of the video. So that social user annotations generated by social media users can be incorporated into multimedia to increase the efficiency and accuracy of the retrieval methods.
Recent Advances in Management and Engineering
This conference represents a milestone in our ongoing journey towards academic excellence.
Artificial Intelligence and Machine Learning Based Methods and Applications
The chapters of this reprint cover a wide range of topics related to the theoretical aspects of artificial intelligence (AI) and machine learning (ML), as well as their practical applications. The theoretical aspects presented in this reprint are related to model compression, interpretable AI, effective augmentation strategies, time series analysis, etc., but most of the works are applicative and multidisciplinary. The applications include but are not limited to, medical image processing, natural language processing, time series analysis, diffusion model-based music generation, autoencoder applications, and adversarial learning, to name a few. By compiling such a diverse set of articles, the reprint aims to serve as a resource for researchers and AI enthusiasts and to offer them insights into the latest advancements and diverse applications of AI and ML. This reprint includes 26 articles accepted and published in the Special Issue "Artificial Intelligence and Machine Learning Based Methods and Applications, 2023" of the MDPI "Mathematics" journal.
Recent Advances in Fractional Calculus
This project is dedicated to fractional calculus, one of the most dynamic areas of mathematical science today. For 50 years, the number of researchers and scientific publications dealing with this topic has been increasing day by day, which clearly demonstrates the growing interest in fractional calculus, both from a practical and a theoretical point of view. The purpose of this reprint is to extend existing results in fractional calculus by considering various types of fractional operators, such as Caputo-type, Hilfer-type, and Riemann-Liouville-type, by introducing various types of inequalities, such as Bullen-type, Jensen-Mercer-type, and Hermite-Hadamard-type, as well as by analyzing fractional-order differential equations and boundary value problems.
Applied Mathematics and Machine Learning
The simultaneous availability of large datasets and high-performance computing capability in recent years has enabled the rapid development of powerful machine learning algorithms. On the one hand, state-of-the-art machine learning techniques have transformed many areas of science and engineering; on the other hand, theoretical discoveries in mathematical algorithms, differential equations, and statistical inferences, to name a few, have provided the foundation for the exploration of new multidisciplinary models for solving practical problems. This Special Issue endeavors to continue the journey that started in our previous Special Issue (Applied Mathematics and Computational Physics) by providing a platform for researchers from both academia and industry, as well as government, to present their new computational methods that have engineering and physics applications. We publish papers from all areas of mathematics and engineering, and especially those that showcase novel machine learning techniques that leverage subject matter expertise. We aim to foster the communication of the latest research results in the areas of applied and computational mathematics.
10th Anniversary of Axioms
The journal Axioms has achieved a remarkable increase in the number of papers published, as well as a significant growth in citations over the past decade. In order to mark this significant milestone, I am glad to lead this Special Issue entitled "10th Anniversary of Axioms: Mathematical Analysis".
Disruptive Trends in Automation Technology
The industrial sector is being transformed by the convergence of information technology and operational technology. The latter is another name for automation technology and covers established systems such as supervisory control and data acquisition (SCADA), programmable logic controllers (PLC), fieldbuses, and automation and control systems. As this technology is connected to the Internet and 5G networks, some monitoring, control, and analytic functionalities are deployed to the edge or cloud, and researchers are challenged to ensure the security, dependability, real-time performance, and maintainability of the resulting systems. The big data that is accessible from these systems create opportunities for artificial intelligence applications that can further disrupt the established practices in the automation domain. For example, reinforcement learning is emerging as an alternative technology for industrial process control and optimization, and machine learning is heavily applied to fault diagnostic and predictive maintenance. Real-time connectivity, cloudification, big data, and artificial intelligence are all driving the transformation of conventional simulators to digital twins.
The Bible of Robots & AI
In the future, there will be amazing discoveries and changes in the way we live. New technologies, like artificial intelligence, will shape our world forever. We'll face exciting opportunities and also some challenges. We need to be ready for the wonders and difficulties that lie ahead, just like our ancestors faced changes in their time. Everything from work to health and love will be affected, but we'll adapt and build a new future. Our children will be brave and adventurous in this journey, and we should learn from them. Working together, gaining knowledge, and being flexible will help us succeed. Only those who are open-minded and prepared will be part of this amazing revolution. Will you join in or get left behind? The time is coming, and the chosen ones will rise up!
Programming for Non-professionals
"Programming for Non-professionals" is designed to teach non-professionals how to program. In today's world, programming has become a basic skill, similar to driving, offering significant benefits for solving daily work and life problems. However, most programming languages are created for professionals, making it difficult for others to learn and apply these skills. This book aims to bridge that gap.The book is divided into two parts. The first part covers fundamental concepts common to most programming languages. Understanding these basics allows you to quickly learn new languages, though initially, you might only solve simple arithmetic problems. These foundations are essential for further learning. The second part focuses on structured data and its processing methods, common in everyday tasks such as tables and data analysis. This section goes beyond traditional systems and introduces new operations crucial for structured data processing.This book is not for professional programmers and avoids advanced topics like object orientation, event-driven programming, and frameworks. Most of the content is accessible to beginners, with some advanced topics marked with an asterisk (*) for optional deeper understanding. Skipping these will not hinder your overall learning or application in daily work.
Logic and Engineering of Natural Language Semantics
This book constitutes the refereed post-conference proceedings of the 20th International Conference, LENLS20, held in Osaka, Japan, during November 18-20, 2023. The 19 full papers presented were carefully reviewed and selected from 46 submissions. The conference aims to cover the topics at the Intersection of Language and logic, and so Centers Around Linguistics, both Theoretical and Computational; Logic; Philosophy; and other sorts of Formal Approaches to these topics such as Game Theory.
Bioinspired Systems for Translational Applications: From Robotics to Social Engineering
The two volume set LNCS 14674 and 14675 constitutes the proceedings of the 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, which took place in Olh璽o, Portugal, during June 4-7, 2024. The 99 full papers presented in these proceedings were carefully reviewed and selected from 193 submissions. They were organized in topical sections as follows: Part I: Machine learning in neuroscience; artificial intelligence in neurophysiology; neuromotor and cognitive disorders; intelligent systems for assessment, treatment, and assistance in early stages of Alzheimer's disease and other dementias; socio-cognitive, affective and physiological computing; affective computing and context awareness in ambientintelliigence; learning tools to lecture; Part II: Machine learning in computer vision and robotics; bio-inspired computing approaches; social and civil engineering through human AI translations; smart renewable energies: advancing AI algorithms in the renewable energy industry; bioinspired applications.
Customizable Security
Network security is a complex beast, and a one-size-fits-all solution rarely exists. "Customizable Security: Building Your Ideal Intrusion Detection System (IDS)" delves into the power of crafting an IDS specifically for your needs. Imagine a security system that adapts to your unique environment. Unlike pre-packaged solutions, a customizable IDS allows you to build a system that seamlessly integrates with your network infrastructure and addresses your specific vulnerabilities. Here's how customization empowers your IDS: - Tailored Threat Detection: Focus on the threats most relevant to your industry or organization. You can prioritize signature-based detection for known threats or anomaly detection for unusual activity. - Integration with Existing Systems: A customizable IDS can integrate with firewalls, vulnerability scanners, and security information and event management (SIEM) systems, creating a unified security ecosystem. - Flexibility for Future Needs: As your network evolves, your IDS can adapt. You can easily add new modules or modify existing ones to address emerging threats and security challenges. The benefits of customization are numerous: - Enhanced Security Posture: A system tailored to your specific needs provides a more comprehensive defense against relevant threats. - Reduced False Positives: By focusing on relevant threats, you can minimize false alarms that waste valuable security resources. - Improved Efficiency: A well-integrated IDS streamlines security workflows, maximizing the effectiveness of your security team. However, customization also presents some considerations: - Increased Complexity: Building and maintaining a customized IDS requires expertise in network security and IDS configuration. - Ongoing Management: Keeping the system updated with the latest threat intelligence and adapting it to new vulnerabilities requires ongoing effort. Despite these considerations, customization offers a powerful approach to network security. By crafti
Understanding Network Activity
Imagine a highway bustling with activity, a constant stream of vehicles carrying unknown cargo. This is akin to the data flowing through our networks - a vast, and often confusing, stream of information. "IP traffic identification" acts as the decoder ring, unlocking a deeper understanding of this network activity. IP traffic identification is the ability to classify and analyze the different types of data traversing a network. Think of it like identifying the type of vehicle on the highway - a delivery truck carrying essential goods, a sports car streaming data, or a suspicious van with unknown contents. This granular understanding offers significant benefits. Network administrators gain valuable insights into how their network is being used. They can identify bottlenecks caused by excessive video streaming (the sports car) and prioritize critical business traffic (the delivery truck). Security is another area where IP traffic identification shines. By recognizing patterns associated with malware or cyberattacks (the suspicious van), it allows for proactive measures. This is like identifying suspicious vehicles on the highway and taking appropriate action. Beyond network management and security, IP traffic identification has broader applications. Service providers can tailor their offerings based on user data consumption patterns, ensuring fair billing practices. In essence, IP traffic identification acts as a key to unlocking valuable insights from network activity. It empowers data-driven decisions, optimizes performance, enhances security, and ultimately, creates a more efficient and reliable digital ecosystem for all.
The Network Balancing Act
In the age of exploding data, keeping networks humming is a high-wire act. "The Network Balancing Act" tackles the challenge of ensuring both peak performance and long-term sustainability. Imagine a network juggling massive data flows while keeping energy consumption in check - that's the delicate balance this book explores. We delve into the ever-growing demands placed on networks by big data, cloud computing, and the Internet of Things. You'll learn about the latest technologies and strategies for optimizing network performance, from data compression techniques to intelligent routing algorithms. But "The Network Balancing Act" doesn't stop there. It emphasizes the importance of eco-friendly practices. The book explores techniques for reducing network energy consumption without sacrificing efficiency. Imagine cooling data centers more efficiently or using smarter hardware configurations - these are just some of the solutions this book explores. This guide equips readers with the knowledge and tools to navigate the complex world of network management. It's a must-read for IT professionals, network engineers, and anyone concerned about building a robust and sustainable digital future.
Angular Portfolio App Development
In this book you'll learn how to create an online portfolio application with Angular. Building a personal brand is important for your online growth and career. In this book, you'll learn how to create an online portfolio application to showcase your talent to the world and impress your potential employers. We start from scratch and build everything together. By the end of this book, you'll be confident working with Angular and creating an elegant and impressive portfolio to showcase yourself online.
Embedding Artificial Intelligence Into Erp Software
This book explains how to embed artificial intelligence in digitized business processes of ERP software by solving the two related substantial challenges: how can artificial intelligence be systematically integrated into ERP business processes for ease of consumption, and how can artificial intelligence be made enterprise-ready by covering ERP qualities like compliance, lifecycle management, extensibility, or scalability? As a general introduction, the first part of this book takes the reader through a historical journey towards intelligent ERP systems. In addition, reference processes and a reference architecture for ERP systems are proposed which build the foundation for the suggested subsequent solution concept, including a method for operationalizing intelligence for ERP business processes. Subsequently, in the second part detailed concepts of embedding artificial intelligence into ERP software are proposed. In this context the suggested solution architecture is depicted, and specific topics are resolved like data integration, model validation, explainability, data protection and privacy, model degradation and performance. In the last part an implementation framework is suggested which enables the previously introduced concepts and harmonizes the development and operations of artificial intelligent ERP applications. This part concludes with case studies considering artificial intelligence scenarios of SAP S/4HANA in the areas of logistics, finance and sales which apply the defined solution approach and shows its real-world feasibility. This book is written for professionals who want to implement (as developers) or exploit (as business analysts or consultants) or consider/plan the implementation/exploitation (as managers) of artificial intelligence in business information systems.
5g Networks
This book gives in-depth coverage of how to architect, design and orchestrate a 5G capable network that would integrate with 5G RAN, IP transport, data centers, Telco Cloud and 5G packet core networks.
Big Data
The digital economy, encompassing online commerce, e-services, and platform-based activities, thrives in the shadows of traditional economic measurement. Big data steps in to bridge this gap. By analyzing vast datasets - online transactions, app usage, and digital content consumption - we can quantify the digital economy's true size and impact. This includes: - Mapping digital commerce: Analyzing online transaction data reveals the scope of e-commerce, a critical component of the modern economy. - Measuring platform activity: Big data helps us understand the value generated by online platforms like ride-sharing and marketplaces. - Tracking innovation: Analyzing online content creation and app usage provides insights into emerging digital trends and industries. Big data isn't a magic solution. Data quality, privacy concerns, and integrating it with traditional metrics remain challenges. However, by harnessing the power of big data, we can gain a more accurate and dynamic picture of the ever-evolving digital economy
Unlock DevOps Success
"Unlock DevOps Success" cuts through the complexity and delivers a practical guide to achieving a high-performing DevOps team. It dives deep into the strategies and practices that empower you to streamline software development, accelerate delivery, and ultimately, bring greater value to your customers. The book moves beyond theory, offering a step-by-step approach to successful DevOps implementation. You'll learn how to break down silos between development and operations, fostering a collaborative culture that fuels innovation. It explores key DevOps practices like continuous integration and delivery (CI/CD), automation tools, and efficient workflow management. "Unlock DevOps Success" equips you with the knowledge and tools to overcome common challenges and navigate the DevOps transformation journey. Whether you're a developer, operations professional, or IT leader, this book will empower you to unlock the full potential of DevOps and deliver exceptional value, faster than ever before.
Beyond Synthesis
"Beyond Synthesis: Mastering VHDL for Efficient System Design" pushes past the basics of VHDL coding. It targets engineers seeking to optimize their VHDL skills for real-world system design. The book dives into advanced VHDL concepts, empowering readers to create efficient, modular, and reusable code. It explores techniques for performance optimization, covering topics like resource utilization, clock cycle reduction, and pipelining. "Beyond Synthesis" goes beyond theory, providing practical guidance through real-world case studies and coding exercises. By mastering these techniques, engineers can design faster, more reliable, and lower-power digital systems using VHDL.
Bridging the Gap
"Bridging the Gap: Achieving Efficiency in a Data-Hungry Wireless World" tackles the growing challenge of data consumption in wireless networks. Our world craves information, but this demand puts a strain on wireless infrastructure. This book explores the gap between ever-increasing data needs and the limitations of current wireless systems. The book delves into solutions for bridging this gap. It likely explores strategies for optimizing data transmission, such as network architecture improvements, data compression techniques, and advancements in antenna technology. "Bridging the Gap" might also discuss the role of emerging technologies like 5G and beyond-5G (6G) in handling the ever-growing data burden. It doesn't shy away from the importance of user behavior. The book might explore potential solutions that involve both technological advancements and user awareness, encouraging responsible data consumption habits. Ultimately, "Bridging the Gap" offers a roadmap for a future where wireless networks can efficiently meet the data demands of our data-hungry world.
Understanding the Infrastructure of Online Social Networks
Online social networks, despite their user-friendly facade, rely on a complex infrastructure. This hidden world consists of massive server farms storing user data and content. Powerful networks carry information, ensuring smooth connections. Software programs manage user interactions, content delivery, and security. Algorithms, the invisible hand, curate feeds, personalize experiences, and target advertising. Understanding this infrastructure sheds light on the power and reach of social networks, while also highlighting challenges like data storage, security, and content moderation
The Missing Piece
Imagine a puzzle with missing pieces - that's software without recovered traceability links. These links, the glue between requirements and code, map the "what" (what the software needs to do) to the "how" (the code that makes it happen). Missing links leave a confusing picture, hindering software development. Recovery of traceability links strengthens software in several ways: - Reduced Risk: Changes are inevitable, but without links, pinpointing impacted code sections becomes a guessing game. Recovered links minimize risk by highlighting changes needed, preventing unintended consequences. - Faster Debugging: Bugs often hide deep within the code. Traceability links act as a detective's map, leading developers from the bug back to its source in the requirements, allowing for quicker fixes. - Future-Proofing: Software evolves. Recovered links provide a historical record, helping developers understand the "why" behind existing code and make informed modifications as the system grows. Traceability links are the missing piece that completes the software puzzle. By recovering them, developers gain a comprehensive understanding, leading to a more robust, maintainable, and adaptable system.
AI's Knowledge Web
Artificial intelligence is no longer science fiction. But how do these machines learn and reason? "AI's Knowledge Web: Logic Unleashed" takes you on a captivating journey into the inner workings of AI. This book unveils the fascinating concept of the knowledge web, a complex network of information that allows AI systems to understand and reason about the world. We'll delve into the intricate dance between logic and knowledge representation, the building blocks of AI reasoning. Discover how AI systems learn from data, identify patterns, and draw logical conclusions. "AI's Knowledge Web" isn't just about theory; it explores the real-world applications of this powerful technology. From chatbots that can hold conversations to robots that can make complex decisions, you'll see how AI's ability to reason is revolutionizing various fields. This book equips you to understand the future of AI and its potential impact on our lives. Whether you're a tech enthusiast or simply curious about how machines think, "AI's Knowledge Web" offers a captivating glimpse into the logic unleashed within the world of artificial intelligence.
Unveiling the Unknown
"Unveiling the Unknown" isn't a detective story, but it chronicles the fascinating quest to unlock the secrets hidden within data. This book embarks on a historical journey, exploring the groundbreaking moments that laid the foundation for the field of data science. Delve into the ingenious minds who dared to see patterns and meaning in numbers. Witness the evolution of statistical techniques and the birth of groundbreaking algorithms. "Unveiling the Unknown" sheds light on the thinkers and innovations that revolutionized how we analyze information, shaping the world we live in today.
Mathematical Software - Icms 2024
This book constitutes the proceedings of the 8th International Conference on Mathematical Software, ICMS 2024, held in Durham, UK, during July 22-25, 2024. The 37 full papers presented were carefully reviewed and selected from 46 submissions. The papers are organized in subject areas as follows: plenary lectures; number theory and related areas; novel formalisations of mathematics in lean; software for the applications of group theory to combinatorics; classical algebraic geometry & modern computer algebra: innovative software design and its applications; advancing computer algebra with massively parallel methods; computer algebra applications in the life sciences; machine learning within computer algebra systems; numerical software for special functions; mathematical research data; symbolic-numeric methods in algebraic geometry; Polyhedral geometry and combinatorics; general session.
Next-Gen Wireless
Our data-hungry world craves faster, more efficient wireless. Enter STAR systems - the next-gen solution with the potential to double capacity and performance. Unlike traditional systems stuck in half-duplex mode (think taking turns talking), STAR utilizes full-duplex technology. Imagine a conversation where both parties speak simultaneously - STAR allows for this in the data realm. This, combined with clever self-interference cancellation, opens a two-way data highway. But STAR's power doesn't stop there. It leverages multiple antennas to create a layered transmission, maximizing data density without compromising clarity. Additionally, by accumulating data packets across short timeframes, STAR further optimizes efficiency. The result? A significant boost in capacity. While challenges exist, STAR systems offer a glimpse into a future with faster downloads, smoother streaming, and a more connected world for everyone
Beyond Connectivity
This title highlights the allure of IoT (convenience) while emphasizing the potential dangers (privacy risks) specifically within South Africa's growing adoption of this technology. It stays under 150 words and sparks curiosity about the unique situation in South Africa
Taming the Heterogeneity
In today's digital age, data is king. But with the ever-expanding web of information, ensuring its accuracy and reliability becomes a critical challenge. " Taming the Heterogeneity: Building Reliable Link Repositories for the Web of Data" tackles this head-on, offering a roadmap to maintaining the integrity of interconnected data. This book delves into the intricate web of links that connect data points across databases, applications, and systems. We'll explore how broken or inaccurate links can lead to cascading errors, misleading insights, and ultimately, poor decision-making. " Taming the Heterogeneity: Building Reliable Link Repositories for the Web of Data" isn't just about identifying the problem; it's about empowering you with solutions. Discover robust data validation techniques to ensure the accuracy of information at its source. Learn effective strategies for data cleansing, eliminating inconsistencies and broken links that can compromise integrity. This book equips you with the knowledge and tools to build a more robust and reliable data ecosystem. Whether you're a data analyst, IT professional, or anyone who relies on accurate information, "Web of Links" offers a comprehensive guide to safeguarding the very foundation of our digital world - data integrity.
