This IBM® Redbooks® publication introduces the latest IBM z Systems™ platforms, the IBM z13™ and IBM z13s. It includes information about the z Systems environment and how it can help integrate data, transactions, and insight for faster and more accurate business decisions. The z13 and z13s are state-of-the-art data and transaction systems that deliver advanced capabilities that are vital to modern IT infrastructures. These capabilities include: Accelerated data and transaction serving Integrated analytics Access to the API economy Agile development and operations Efficient, scalable, and secure cloud services End-to-end security for data and transactions This book explains how these systems use both new innovations and traditional z Systems strengths to satisfy growing demand for cloud, analytics, and mobile applications. With one of these z Systems platforms as the base, applications can run in a trusted, reliable, and secure environment that both improves operations and lessens business risk.

Environmental Data Analysis with MatLab is a new edition that expands fundamentally on the original with an expanded tutorial approach, new crib sheets, and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. Since publication of the bestselling Environmental Data Analysis with MATLAB®, many advances have been made in environmental data analysis. One only has to consider the global warming debate to realize how critically important it is to be able to derive clear conclusions from often noisy data drawn from a broad range of sources. The work teaches the basics of the underlying theory of data analysis and then reinforces that knowledge with carefully chosen, realistic scenarios. MATLAB®, a commercial data processing environment, is used in these scenarios. Significant content is devoted to teaching how it can be effectively used in an environmental data analysis setting. This new edition, though written in a self-contained way, is supplemented with data and MATLAB® scripts that can be used as a data analysis tutorial. New features include boxed crib sheets to help identify major results and important formulas and give brief advice on how and when they should be used. Numerical derivatives and integrals are derived and illustrated. Includes log-log plots with further examples of their use. Discusses new datasets on precipitation and stream flow. Topical enhancement applies the chi-squared test to the results of the generalized least squares method. New coverage of cluster analysis and approximation techniques that are widely applied in data analysis, including Taylor Series and low-order polynomial approximations; non-linear least-squares with Newton’s method; and pre-calculation and updating techniques applicable to real time data acquisition. Provides a clear learning path for researchers and students using data analysis techniques which build upon one another, choosing the right order of presentation to substantially aid the reader in learning material Includes crib sheets to summarize the most important data analysis techniques, results, procedures, and formulas, serving to organize the material in such a way that its sequence is more apparent Uses real-world environmental examples and case studies formulated using the readily-available software environment in MATLAB® Includes log-log plots with further examples of their use

This IBM® Redpaper Redbooks® publication presents the IBM PowerKVM virtualization for scale-out Linux systems, including the new LC IBM Power Systems™. PowerKVM is open source server virtualization that is based on the IBM POWER8® processor technology. It includes the Linux open source technology of KVM virtualization, and it complements the performance, scalability, and security qualities of Linux. This book describes the concepts of PowerKVM and how you can deploy your virtual machines with the software stack included in the product. It helps you install and configure PowerKVM on your Power Systems server and provides guidance for managing the supported virtualization features by using the web interface and command-line interface (CLI). This information is for professionals who want to acquire a better understanding of PowerKVM virtualization technology to optimize Linux workload consolidation and use the POWER8 processor features. The intended audience also includes people in these roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors Open source community IBM OpenPower partners It does not replace the latest marketing materials and configuration tools. It is intended as an additional source of information that, along with existing sources, can be used to increase your knowledge of IBM virtualization solutions. Before you start reading, you must be familiar with the general concepts of kernel-based virtual machine (KVM), Linux, and IBM Power architecture.

"If you need more traffic, leads and sales, you need The Conversion Code." "We've helped 11,000+ businesses generate more than 31 million leads and consider The Conversion Code a must read." Neil Patel co-founder Crazy Egg "We'd been closing 55% of our qualified appointments. We increased that to 76% as a direct result of implementing The Conversion Code." Oli Gardner co-founder Unbounce "The strategies in The Conversion Code are highly effective and immediately helped our entire sales team. The book explains the science behind selling in a way that is simple to remember and easy to implement." Dan Stewart CEO Happy Grasshopper Steve Pacinelli CMO BombBomb Capture and close more Internet leads with a new sales script and powerful marketing templates The Conversion Code provides a step-by-step blueprint for increasing sales in the modern, Internet-driven era. Today's consumers are savvy, and they have more options than ever before. Capturing their attention and turning it into revenue requires a whole new approach to marketing and sales. This book provides clear guidance toward conquering the new paradigm shift towards online lead generation and inside sales. You'll learn how to capture those invaluable Internet leads, convert them into appointments, and close more deals. Regardless of product or industry, this proven process will increase both the quantity and quality of leads and put your sales figures on the rise. Traditional sales and marketing advice is becoming less and less relevant as today's consumers are spending much more time online, and salespeople are calling, emailing, and texting leads instead of meeting them in person. This book shows you where to find them, how to engage them, and how to position your company as the ideal solution to their needs. The business world is moving away from "belly-to-belly" interactions and traditional advertising. Companies are forced to engage with prospective customers first online—the vast majority through social media, mobile apps, blogs, and live chat—before ever meeting in person. Yesterday's marketing advice no longer applies to today's tech savvy, mobile-first, social media-addicted consumer, and the new sales environment demands that you meet consumers where they are and close them, quickly. The Conversion Code gives you an actionable blueprint for capturing Internet leads and turning them into customers. Engage with consumers more effectively online Leverage the strengths of social media, apps, and blogs to capture more leads for less money Convert more Internet leads into real-world prospects and sales appointments Make connections on every call and learn the exact words that close more sales

Embark on a journey to create stunning web-based 3D applications and games using Babylon.js, a powerful JavaScript framework. This essentials book takes you from the ground up, teaching the theory and practical applications of 3D development, with a particular focus on ease and accessibility. By the end of this guide, you'll possess the skills to design and implement dynamic 3D experiences. What this Book will help me do Gain a fundamental understanding of TypeScript and its advantages in large-scale projects like 3D engines. Master the foundational principles of 3D development with Babylon.js, emphasized through hands-on practice and clear theory. Learn to apply materials in Babylon.js, enabling you to alter and enrich the visual appeal of 3D objects. Incorporate collision physics and gameplay dynamics by understanding essential concepts like impostors in 3D simulations. Utilize advanced Babylon.js features, such as 3D audio spatialization and rendering post-process effects, to create immersive experiences. Author(s) None Moreau-Mathis, a software developer with significant experience, has worked on developing cutting-edge applications at companies like Microsoft. Their expertise in 3D development frameworks, particularly Babylon.js, has enabled them to break down complex technical concepts into approachable lessons. Moreau-Mathis combines a passion for sharing knowledge with years of hands-on experience to provide readers with practical and inspirational advice. Who is it for? This book is perfect for developers familiar with HTML5 and seeking to begin 3D Web application and game development using Babylon.js. Readers should have basic programming knowledge, such as in Object-Oriented Programming, and familiarity with web development concepts to grasp framework architecture effectively. Whether you are enhancing your web development toolkit or starting out with 3D, this book will help you achieve your aims.

IBM® Spectrum Control (Spectrum Control), a member of the IBM Spectrum™ Family of products, is the next-generation data management solution for software-defined environments (SDEs). With support for block, file, object workloads, and software-defined storage and predictive analytics, and automated and advanced monitoring to identify proactively storage performance problems, Spectrum Control enables administrators to provide efficient management for heterogeneous storage environments. IBM Spectrum Control™ (formerly IBM Tivoli® Storage Productivity Center) delivers a complete set of functions to manage IBM Spectrum Virtualize™, IBM Spectrum Accelerate™, and IBM Spectrum Scale™ storage infrastructures, and traditional IBM and select third-party storage hardware systems. This IBM Redbooks® publication provides practical examples and use cases that can be deployed with IBM Spectrum Control Standard Edition, with an overview of IBM Spectrum Control Advanced Edition. This book complements the Spectrum Control IBM Knowledge Center, which is referenced for product details, and for installation and implementation details throughout this book. You can find this resource as the following website: IBM Spectrum Control Knowledge Center Also provided are descriptions and an architectural overview of the IBM Spectrum Family, highlighting Spectrum Control, as integrated into software-defined storage environments. This publication is intended for storage administrators, clients who are responsible for maintaining IT and business infrastructures, and anyone who wants to learn more about employing Spectrum Control and Spectrum Control Standard Edition.

This IBM® Redbooks® publication is based on the book Introduction to the New Mainframe: z/OS Basics, SG24-6366, which was produced by the International Technical Support Organization (ITSO), Poughkeepsie Center. It provides students of information systems technology with the background knowledge and skills necessary to begin using the basic facilities of a mainframe computer. For optimal learning, students are assumed to have successfully completed an introductory course in computer system concepts, such as computer organization and architecture, operating systems, data management, or data communications. They should also have successfully completed courses in one or more programming languages, and be PC literate. This textbook can also be used as a prerequisite for courses in advanced topics, or for internships and special studies. It is not intended to be a complete text covering all aspects of mainframe operation. It is also not a reference book that discusses every feature and option of the mainframe facilities. Others who can benefit from this course include experienced data processing professionals who have worked with non-mainframe platforms, or who are familiar with some aspects of the mainframe but want to become knowledgeable with other facilities and benefits of the mainframe environment. As we go through this course, we suggest that the instructor alternate between text, lecture, discussions, and hands-on exercises. Many of the exercises are cumulative, and are designed to show the student how to design and implement the topic presented. The instructor-led discussions and hands-on exercises are an integral part of the course, and can include topics not covered in this textbook. In this course, we use simplified examples and focus mainly on basic system functions. Hands-on exercises are provided throughout the course to help students explore the mainframe style of computing. At the end of this course, you will be familiar with the following information: Basic concepts of the mainframe, including its usage and architecture Fundamentals of IBM z/VSE® (VSE), an IBM z™ Systems entry mainframe operating system (OS) An understanding of mainframe workloads and the major middleware applications in use on mainframes today The basis for subsequent course work in more advanced, specialized areas of z/VSE, such as system administration or application programming

This book is designed for undergraduate and graduate students taking a first course in Dynamics of Structures, Structural Dynamics or Earthquake Engineering. It includes several topics on the theory of structural dynamics and the applications of this theory to the analysis of buildings, bridges, towers and other structures subjected to dynamic and earthquake forces. This comprehensive text demonstrates the applications of numerical solution techniques to a large variety of practical, real-world problems under dynamic loads.

Ceph Cookbook is a practical guide offering over 100 detailed recipes to help you effectively design, implement, and manage the Ceph software-defined storage system. Through step-by-step tutorials, readers will master critical tasks, from cluster setup to integration with cloud and virtualization platforms. What this Book will help me do Gain hands-on skills to set up, manage, and maintain a Ceph cluster effectively. Learn to integrate Ceph with popular cloud solutions like OpenStack for optimal performance. Understand techniques for advanced troubleshooting, monitoring, and optimization of storage systems. Develop proficiency in creating scalable storage solutions for enterprise environments. Master best practices in utilizing Ceph's various storage paradigms and technologies. Author(s) Karan Singh is a seasoned technology professional with extensive experience in storage systems and cloud design. With years of experience working with Ceph and an active participant in the open-source community, Karan brings practical insights and in-depth technical knowledge to his writing. His clear and approachable style helps demystify complex concepts for readers. Who is it for? This book is ideal for storage engineers, cloud administrators, and technical architects seeking to understand and deploy software-defined storage solutions. Whether you have foundational knowledge of Linux and storage technologies or are new to Ceph, this book will guide you. Professionals aiming to enhance their cloud infrastructure will find actionable steps and strategies here.

Master the art of efficient search solutions with the insights and techniques provided in 'Elasticsearch Server - Third Edition'. This comprehensive guide covers everything from the basics of indexing and querying to advanced topics like aggregation and scaling, ensuring you can build robust search infrastructures tailored to your project's needs. What this Book will help me do Gain practical expertise in configuring Elasticsearch indices and retrieving data efficiently. Learn to craft complex queries using the Elasticsearch query domain-specific language (DSL). Understand and implement advanced search features for enhanced functionality. Master the aggregation framework to derive valuable insights from your data. Equip yourself with the skills to monitor and optimize your Elasticsearch cluster for performance and scalability. Author(s) Marek Rogozinski and Rafal Kuc are seasoned experts in search technologies and have extensive experience working with Elasticsearch and related domains. With years of technical experience and a passion for teaching through clear, hands-on examples, they aim to make mastering Elasticsearch accessible and practical for tech professionals and enthusiasts alike. Who is it for? This book is aimed at software developers and IT professionals who are eager to build or strengthen their expertise in Elasticsearch. Whether you're new to search infrastructure or looking to refine your skills, this book is tailored for beginner to intermediate levels. If your goal is to deploy scalable search solutions or understand how to analyze large datasets effectively, this book is for you.

Dive into the world of regression analysis guided by Python in this comprehensive book. From simple linear regression to complex models, you'll gain a deep understanding of how to analyze data and predict outcomes. By the end of this book, you will be equipped with the skills to tidy data, build models, and apply regression techniques to real-world problems. What this Book will help me do Understand and format datasets to prepare them for regression analysis efficiently. Build and implement various regression models, such as linear and logistic regression, to solve data science problems. Develop techniques to combat overfitting and ensure predictive accuracy. Learn to scale and adapt regression models to large datasets and apply incremental learning. Apply the skills gained to make informed business decisions using predictive insights from regression models. Author(s) Luca Massaron and Alberto Boschetti are seasoned data professionals with years of expertise in data science, regression analysis, and Python programming. They are passionate about teaching and have crafted this book to demystify regression for learners interested in predictive analytics. Their approachable style ensures concepts are accessible yet comprehensive. Who is it for? This book is ideal for Python developers and data scientists who have a foundational knowledge of math and statistics. Whether you're looking to delve deeper into predictive modeling or efficiently analyze datasets, this book provides step-by-step guidance. If you've dabbled in data science and wish to expand your skillset to include regression analysis, this book is for you!

This IBM® Redbooks® publication describes the concepts, architecture, and implementation of the IBM DS8880 family. The book provides reference information to assist readers who need to plan for, install, and configure the DS8880 systems. The IBM DS8000® family is a high-performance, high-capacity, highly secure, and resilient series of disk storage systems. The DS8880 family is the latest and most advanced of the DS8000 offerings to date. The high availability, multiplatform support, including the IBM z Systems™, and simplified management tools help provide a cost-effective path to an on-demand world. The new IBM DS8880 family includes two high-performance models (DS8886 Model 981 with its associated DS8886 Expansion Unit Model 98E, and the DS8884 Model 980 with its associated Expansion Unit Model 98B). Two powerful IBM POWER8® processor-based servers manage the cache to streamline disk I/Os, maximizing performance and throughput. These capabilities are further enhanced with the availability of high-performance flash enclosures (HPFEs). A major change with the introduction of the DS8880 is the reduction of the footprint to a 19-inch rack. Like its predecessors, the DS8880 supports advanced disaster recovery (DR) solutions, business continuity solutions, and thin provisioning. All disk drives in the DS8880 storage system include the Full Disk Encryption (FDE) feature. The DS8880 can automatically optimize the use of each storage tier, particularly flash drives and flash cards, through the IBM Easy Tier® feature. The DS8880 also can be integrated in a Lightweight Directory Access Protocol (LDAP) infrastructure.

This book delves into the techniques and tools essential for designing, processing, and analyzing complex datasets in real-time using advanced frameworks like Apache Spark, Storm, and Amazon Kinesis. By engaging with this thorough guide, you'll build proficiency in creating robust, efficient, and scalable real-time data processing architectures tailored to real-world scenarios. What this Book will help me do Learn the fundamentals of real-time data processing and how it differs from batch processing. Gain hands-on experience with Apache Storm for creating robust data-driven solutions. Develop real-world applications using Amazon Kinesis for cloud-based analytics. Perform complex data queries and transformations with Spark SQL and understand Spark RDDs. Master the Lambda Architecture to combine batch and real-time analytics effectively. Author(s) Shilpi Saxena is a renowned expert in big data technologies, holding extensive experience in real-time data analytics. With a career spanning years in the industry, Shilpi has provided innovative solutions for big data challenges in top-tier organizations. Her teaching approach emphasizes practical applicability, making her writings accessible and impactful for developers and architects alike. Who is it for? This book is for software professionals such as Big Data architects, developers, or programmers looking to enhance their skills in real-time big data analytics. If you are familiar with basic programming principles and seek to build solutions for processing large data streams in real-time environments, this book caters to your needs. It is also suitable for those seeking to familiarize themselves with using state-of-the-art tools like Spark SQL, Apache Storm, and Amazon Kinesis. Whether you're extending current expertise or transitioning into this field, this resource helps you achieve your objectives.

Enhancing Enterprise Intelligence: Leveraging ERP, CRM, SCM, PLM, BPM, and BI takes a fresh look at the benefits of enterprise systems (ES), focusing on the fact that ES collectively contribute to enhancing the intelligence quotient of an enterprise. The book provides an overview of the characteristics and essential strengths of various categories of ES, namely, Enterprise Resource Planning (ERP), Customer Relationship Management (CRM), Supply-Chain Management (SCM), Product LifeCycle Management (PLM), Business Process Management (BPM), and Business Intelligence (BI).

This handbook provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from statistics and computer science experts in industry and academia, the text instills a working understanding of key statistical and computing ideas that can be readily applied in research and practice. Offering balanced coverage of methodology, theory, and applications, the text describes modern, scalable approaches for analyzing large datasets. It details advances in statistics and machine learning, as well as defines the underlying concepts of the available analytical tools and techniques.

Clear, practical IPSAS guidance, explanation, and examples Interpretation and Application of IPSAS provides practical guidance on the implementation and application of the International Public Sector Accounting Standards. This book brings readers up to date on the standards, and describes their proper interpretation and real-world application. Examples and mini-case studies clarify the standards' roles throughout, giving readers a better understanding of complex processes, especially where the IPSAS deviate from IFRS. Readers also gain insight into smoothly navigating the transition for a public sector entity, which is moving to either IPSAS under accrual basis of accounting or to cash accounting IPSAS, plus an overview of IPSAS adoption status and methods around the world. Global public sector accounting is highly diversified, resulting in ongoing moves to harmonise standards worldwide. The IPSAS are international standards that largely follow the IFRS model, but differ in some key areas and include standards in places where IFRS has none. This book provides complete guidance to IPSAS, with clear explanation and expert insight. Understand the meaning and role of each standard Apply the standards to real-world scenarios Manage the process of transition to IPSAS These standards are meant to be followed by all public sector entities, including national and regional governments and local authorities. They've been adopted by the UN, NATO, the European Commission, and others, and either have been or soon will be adopted in Malaysia, Switzerland, Spain, and more.

This book introduces the problems facing Internet of Things developers and explores current technologies and techniques to help you manage, mine, and make sense of the data being collected through the use of the world’s most popular database on the Internet - MySQL. The IoT is poised to change how we interact with and perceive the world around us, and the possibilities are nearly boundless. As more and more connected devices generate data, we will need to solve the problem of how to collect, store, and make sense of IoT data by leveraging the power of database systems. The book begins with an introduction of the MySQL database system and storage of sensor data. Detailed instructions and examples are provided to show how to add database nodes to IoT solutions including how to leverage MySQL high availability, including examples of how to protect data from node outages using advanced features of MySQL. The book closes with a comparison of raw and transformed data showing how transformed data can improve understandability and help you cut through a clutter of superfluous data toward the goal of mining nuggets of useful knowledge.

In "Advanced Oracle PL/SQL Developer's Guide (Second Edition)", you'll delve into the advanced capabilities of Oracle PL/SQL, honing skills needed for professional-level certification while mastering the innovations introduced in Oracle Database 12c. This book serves as a comprehensive resource for enhancing your database development expertise. What this Book will help me do Master advanced Oracle PL/SQL development skills aligned with Oracle Database 12c innovations. Understand and implement Virtual Private Database (VPD) for advanced database security. Gain expertise in tuning, profiling, and debugging PL/SQL code for robust application performance. Integrate and utilize Oracle Database 12c features such as Multitenant feature and Database In-Memory. Prepare for the 1Z0-146 Oracle certification to become recognized as an Advanced PL/SQL Developer. Author(s) Saurabh K. Gupta is an experienced Oracle developer and author known for his clarity and depth in explaining advanced technical concepts. With a strong background in Oracle Database and PL/SQL development, he imparts knowledge that bridges the gap between learning and practical application. Gupta's writing emphasizes clarity and hands-on understanding, making complex topics accessible to developers. Who is it for? This book is tailored for advanced Oracle developers looking to deepen their understanding of PL/SQL and integrate Oracle Database 12c's features into their workflow. It is particularly beneficial for professionals preparing for the 1Z0-146 Oracle exam. Readers should have foundational knowledge in PL/SQL and a determination to elevate their technical proficiency.

While big data has already made significant advances in business and government, data analytics is also beginning to transform education. This O’Reilly report explores how the use of analytics has already helped several educational programs, such as personalized learning and massive open online courses (MOOCs), for students of all ages. Of course, that’s only part of the story. As author Taylor Martin explains, researchers, educators, and private practitioners in the field have also run into several challenges in bringing the education field up to speed. Issues such as building data infrastructures, integrating data sources, and assuring student privacy still need to be resolved—as does the problem of teaching a new generation of data scientists about the challenges and opportunities unique to education. Download this report and find out what educators and analysts have accomplished so far, and how they hope data analytics will help improve outcomes for students, parents, schools, and teachers in the near future. Taylor Martin is a professor of Instructional Technology and Learning Sciences at Utah State University. She researches how people learn from active participation, both physical and social. Currently on rotation at the National Science Foundation, Dr. Martin focuses on a variety of efforts to understand how big data is impacting research in education and across the STEM disciplines.

Organizations striving to build applications for streaming data have a new possibility to ponder: the use of ingestion engines at the front end of their Hadoop systems. With this O’Reilly report, you’ll learn how these fast data front ends process data before it reaches the Hadoop Data File System (HDFS), and provide intelligence and context in real time. This helps you reduce response times from hours to minutes, or even minutes to seconds. Author and independent consultant Akmal Chaudhri looks at several popular ingestion engines, including Apache Spark, Apache Storm, and the VoltDB in-memory database. Among them, VoltDB stands out by providing full Atomicity, Consistency, Isolation, and Durability (ACID) support. VoltDB also lets you build a fast data front-end that uses the familiar SQL language and standards. Learn the advantages of ingestion engines as well as the theoretical and practical problems that can come up in an implementation. You’ll discover how this option can handle streaming data, provide state, ensure durability, and support transactions and real-time decisions. Akmal B. Chaudhri is an Independent Consultant, specializing in big data, NoSQL, and NewSQL database technologies. He has previously held roles as a developer, consultant, product strategist, and technical trainer with several blue-chip companies and big data startups. Akmal regularly presents at international conferences and serves on program committees for several major conferences and workshops.