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.

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.

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.

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.

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.

This edition applies to IBM® Spectrum Accelerate V11.5.1 and V11.5.3. IBM Spectrum™ Accelerate, a member of IBM Spectrum Storage™, is an agile, software-defined storage solution for enterprise and cloud that builds on the customer-proven and mature IBM XIV® storage software. The key characteristic of Spectrum Accelerate is that it can be easily deployed and run on purpose-built or existing hardware that is chosen by the customer. IBM Spectrum Accelerate™ enables rapid deployment of high-performance and scalable block data storage infrastructure over commodity hardware on-premises or off-premises. This IBM Redbooks® publication provides a broad understanding of IBM Spectrum Accelerate. The book introduces Spectrum Accelerate and describes planning and preparation that are essential for a successful deployment of the solution. The deployment is described through a step-by-step approach, by using a graphical user interface (GUI) based method or a simple command-line interface (CLI) based procedure. Chapters in this book describe the logical configuration of the system, host support and business continuity functions, and migration. Although it makes many references to the XIV storage software, the book also emphasizes where IBM Spectrum Accelerate differs from XIV. Finally, a substantial portion of the book is dedicated to maintenance and troubleshooting to provide detailed guidance for the customer support personnel.

Dynamic organizations want to accelerate growth while reducing costs. To do so, they must speed the deployment of business applications and adapt quickly to any changes in priorities. Organizations require an IT infrastructure to be easy, efficient, and versatile. The VersaStack solution by Cisco and IBM® can help you accelerate the deployment of your datacenters. It reduces costs by more efficiently managing information and resources while maintaining your ability to adapt to business change. The VersaStack solution combines the innovation of Cisco Unified Computing System (Cisco UCS) Integrated Infrastructure with the efficiency of the IBM Storwize® storage system. The Cisco UCS Integrated Infrastructure includes the Cisco UCS, Cisco Nexus and Cisco MDS switches, and Cisco UCS Director. The IBM Storwize V7000 storage system enhances virtual environments with its Data Virtualization, IBM Real-time Compression™, and IBM Easy Tier® features. These features deliver extraordinary levels of performance and efficiency. The VersaStack solution is Cisco Application Centric Infrastructure (ACI) ready. Your IT team can build, deploy, secure, and maintain applications through a more agile framework. Cisco Intercloud Fabric capabilities help enable the creation of open and highly secure solutions for the hybrid cloud. These solutions accelerate your IT transformation while delivering dramatic improvements in operational efficiency and simplicity. Cisco and IBM are global leaders in the IT industry. The VersaStack solution gives you the opportunity to take advantage of integrated infrastructure solutions that are targeted at enterprise applications, analytics, and cloud solutions. The VersaStack solution is backed by Cisco Validated Designs (CVDs) to provide faster delivery of applications, greater IT efficiency, and less risk. This IBM Redbooks® publication is aimed at experienced storage administrators that are tasked with deploying a VersaStack solution with IBM DB2® High Availability (DB2 HA), IBM Spectrum™ Protect, and IBM Spectrum Control™.

"Elasticsearch Essentials" provides a comprehensive introduction to Elasticsearch, the powerful search and analytics engine. This book delivers a fast-paced, practical guide to harnessing Elasticsearch for creating scalable search and analytics applications. What this Book will help me do Learn to effectively use Elasticsearch REST APIs for search and analytics. Understand and design schema and mappings with best practices. Master data modeling concepts for efficient data queries. Develop skills to create and manage Elasticsearch clusters in production. Learn techniques for ensuring high availability and handling large datasets. Author(s) Bharvi Dixit is a seasoned developer and expert in search technologies with hands-on experience in Elasticsearch and other search solutions. With extensive knowledge in data analytics and large-scale systems, Bharvi ensures readers gain practical skills and insights through well-structured examples and explanations. Who is it for? This book is perfect for developers looking to enhance their skills in building search and analytics solutions with Elasticsearch. It's particularly suited for those familiar with search technologies like Apache Lucene or Solr but new to Elasticsearch. Beginners to intermediate learners in big data and analytics will find the structured approach beneficial. It's ideal for professionals aspiring to develop advanced search implementations with modern tools.

Delve into the world of database management with 'Oracle SQL Developer,' an essential guide for mastering the feature-rich SQL Developer 4.1 interface. This book provides a step-by-step approach to using SQL Developer's capabilities for database design, development, and administration, ensuring you can leverage powerful features like data modeling, reports, and REST services to streamline and enhance your workflow. What this Book will help me do Understand the advanced features of SQL Developer 4.1 and how to install and navigate them effectively. Master essential database management tasks, including creating, editing, and deleting database objects. Learn to utilize the SQL worksheet for running SQL scripts, debugging PL/SQL code, and manipulating data. Develop skills in database performance tuning, exporting/importing data, and creating custom reports. Gain proficiency in data modeling and harnessing SQL Developer's extensibility for advanced tasks. Author(s) Ajith Narayanan and Susan Harper bring a wealth of experience to this book. Ajith Narayanan, an Oracle APPS DBA with over 10 years of experience, combines technical expertise with a passion for teaching nuanced database management practices. Co-author Susan Harper adds to this knowledge base, providing a comprehensive and insightful approach to leveraging SQL Developer. Together, they focus on practicality and clarity, enabling readers to understand and apply complex concepts. Who is it for? This book is tailored for Oracle developers, database administrators, and data architects seeking to enhance their efficiency and capabilities using SQL Developer. It suits professionals with a working knowledge of SQL and PL/SQL who aim to optimize their workflows. Beginners with foundational knowledge of Oracle database concepts will also find this an accessible and rewarding resource for learning advanced database management.

Delve into the world of advanced web mapping with 'Mastering OpenLayers 3.' This comprehensive guide equips you with the knowledge to create responsive, robust web mapping applications using the OpenLayers 3 library, showcasing step-by-step examples and practical insights. What this Book will help me do Learn to effectively utilize OpenLayers 3's advanced features for web mapping. Integrate and customize the library in your own mapping applications proficiently. Develop thematic maps and apply stunning visual effects using advanced techniques. Create mobile-friendly, interactive web mapping solutions. Extend the capabilities of OpenLayers 3 with your own custom classes and scripts. Author(s) None Farkas is a skilled technical author with expertise in web mapping technologies and libraries like OpenLayers. Known for his hands-on approach, None brings clarity to complex topics, making them accessible to developers of various skill levels. Who is it for? This book is perfect for developers with basic to intermediate knowledge of JavaScript and GIS. If you are a front-end developer looking to build dynamic mapping applications or someone aiming to deepen your understanding of OpenLayers 3, this book is for you.

This IBM® Redbooks® publication presents a general introduction to Linear Tape-Open (LTO) technology and the implementation of corresponding IBM products. The book highlights the new generation IBM LTO-7 tape drives, which are the next-generation storage solution that is designed to help midsize and large enterprises respond to storage challenges. This twelfth edition includes information about the latest enhancements to the IBM Ultrium family of tape drives and tape libraries. In particular, it includes details of the latest IBM LTO Ultrium 7 tape drive technology and its implementation in IBM tape libraries. It contains technical information about each IBM tape product for open systems and includes generalized sections about Small Computer System Interface (SCSI) and Fibre Channel connections and multipath architecture configurations. This book also covers tools and techniques for library management. It is intended for anyone who wants to understand more about IBM tape products and their implementation. It is suitable for IBM clients, IBM Business Partners, IBM specialist sales representatives, and technical specialists. If you do not have a background in computer tape storage products, you might need to read other sources of information. In the interest of being concise, topics that are generally understood are not covered in detail.

A digital experience is a personalized experience that provides employees, customers, business partners, and citizens with a single point of interaction with people, content, and applications anywhere, anytime, and from any device. The IBM® Digital Experience is a platform that is used to build powerful contextual websites. The strengths of the platform include the ability to mix applications and web content into a coherent user experience. Developers can build upon a prescriptive standard to build reusable building bricks, which can be used by line-of-business (LOB) users in a flexible way. LOB users can assemble pages from these building bricks and from rich web content. The page creation is performed inline by easy drag-and-drop operations without requiring sophisticated IT skills. This IBM Redbooks® publication describes how a team can build a website starting from a new installation of Digital Experience. The book provides examples of the basic tasks that are needed to get started with building a proof-of-concept (PoC) website example. The resulting example website illustrates the value and key capabilities of the Digital Experience suite, featuring IBM WebSphere® Portal and IBM Web Content Management. The target audiences for this book include the following groups: Decision makers and solution architects considering Digital Experience as a platform for their internal or external facing website. Developers who are tasked to implement a PoC and must be enabled to start quickly and efficiently, which includes the integration of existing back-end systems. A wide range of IBM services and sales professionals who are involved in selling IBM software and designing client solutions that include Digital Experience.

Now in its fifth year, O’Reilly’s annual Big Data Now report recaps the trends, tools, applications, and forecasts we’ve talked about over the past year. For 2015, we’ve included a collection of blog posts, authored by leading thinkers and experts in the field, that reflect a unique set of themes we’ve identified as gaining significant attention and traction. Our list of 2015 topics include: Data-driven cultures Data science Data pipelines Big data architecture and infrastructure The Internet of Things and real time Applications of big data Security, ethics, and governance Is your organization on the right track? Get a hold of this free report now and stay in tune with the latest significant developments in big data.

Since databases are at the center of the IT world, their proper design would seem to be paramount. And yet, some of the popular references on database design theory and design best practice show a curious lack of understanding by the IT industry at large. In this O’Reilly report, C.J. Date—a prominent researcher and consultant specializing in relational database theory—clarifies exactly what database design is, or ought to be. After providing concise definitions of physical and logical database design, Date dives deeper into the subject of logical design. Specifically, he covers concepts such as table predicate, business rule, uncontrolled redundancy, and consistency. Once you digest this report, you can find more detailed information in Date’s book Database Design and Relational Theory: Normal Forms and All That Jazz (O’Reilly, 2012). C.J. Date has a stature that is unique within the database industry. He is a prolific writer, and is well known for his best-selling textbook An Introduction to Database Systems (Addison Wesley).

Designed to help developers and administrators harness the full potential of MongoDB, this book provides clear instruction and practical guidance no matter your level. By exploring both fundamental aspects like installation and configuration, and advanced topics like using cloud services, this book serves as a comprehensive reference for anyone navigating the modern NoSQL database capabilities of MongoDB. What this Book will help me do Understand how to install and configure MongoDB for different environments, enabling efficient setup and operation. Master database administration skills, including monitoring and backup strategies, which are essential for stability and performance. Develop applications with MongoDB using Java and Python, allowing integration into modern tech stacks. Leverage advanced querying and indexing techniques, improving data retrieval and operational efficiency. Integrate MongoDB with cloud platforms and tools like Hadoop, enhancing scalability and expanded use cases. Author(s) None Dasadia and None Nayak are seasoned database professionals with extensive experience in MongoDB and NoSQL database systems. Their practical approach to technical writing focuses on real-world applications and providing solutions to complex challenges. With backgrounds in software development and data management, they ensure that readers have a hands-on learning experience. Their passion for spreading knowledge makes this book both instructional and engaging. Who is it for? This book is ideal for database administrators and software developers interested in adopting or expanding their knowledge of MongoDB. If you're a complete novice or someone with experience who seeks hands-on solutions and examples, this book offers value. It's particularly suited for professionals working with Java or Python, as examples focus on these programming languages. Whether you're enhancing your skills for personal projects or looking to implement MongoDB at work, this resource equips you with the know-how.

Whether you’re new to Oracle or an old hand who’s yet to test the waters of APEX, Beginning Oracle Application Express 5 introduces the processes and best practices you’ll need to become proficient with APEX. The book shows off the programming environment, the utilities and tools available, and then continues by walking through the process of building a working system from the ground up. All code is documented and explained so that those new to the languages will not be lost. After reading this book, power users and programmers alike can quickly put together robust and scalable applications for use by one person, by a department, by an entire company. Beginning Oracle Application Express 5 introduces version 5 of the popular and productive Oracle Application Express development platform. Called APEX for short, the platform enables rapid and easy development of web-based applications that make full use of Oracle Database. The release of APEX 5 brings major new changes to the page builder, an enhanced universal theme, better RESTful web services support, enhanced application packaging, and the many redesigned wizards give a new and fresh feel to the user interface. • Covers brand-new functionality in APEX 5 • Provides fully documented and explained example code • Guides you through creating a working and fully deployable application

The IBM® TS4500 tape library is a next-generation tape solution that offers higher storage density and integrated management. This IBM Redbooks® publication gives you a close-up view of the new IBM TS4500 tape library. In the TS4500, IBM delivers the density that today's and tomorrow's data growth require, with the cost-effectiveness and the manageability to grow with business data needs, while you preserve existing investments in IBM tape library products. Now, you can achieve both a low cost per terabyte (TB) and a high TB density per square foot, because the TS4500 can store up to 5.5 petabytes (PBs) of data in a single 10 square foot library frame, which is up to 3.4 times more capacity than the IBM TS3500 tape library. The TS4500 offers these benefits: Flexibility to grow: The TS4500 library can grow from both the right side and the left side of the first L frame because models can be placed in any active position. Increased capacity: The TS4500 can grow from a single L frame up to an additional 17 expansion frames with a capacity of over 23,000 cartridges. Capacity on demand (CoD): CoD is supported through entry-level, intermediate, and base-capacity configurations. Advanced Library Management System (ALMS): ALMS supports dynamic storage management, which enables users to create and change logical libraries and configure any drive for any logical library. Support for the IBM TS1150 tape drive: The TS1150 gives organizations an easy way to deliver fast access to data, improve security, and provide long-term retention, all at a lower cost than disk solutions. The TS1150 offers high-performance, flexible data storage with support for data encryption. Also, this fifth-generation drive can help protect investments in tape automation by offering compatibility with existing automation. Support of the IBM Linear Tape-Open (LTO) Ultrium 7 tape drive: The LTO Ultrium 7 offering represents significant improvements in capacity, performance, and reliability over the previous generation, LTO Ultrium 6, while they still protect your investment in the previous technology. This book describes TS4500 components, feature codes, specifications, supported tape drives, encryption, the new integrated management console, and the command-line interface (CLI). You will learn how to accomplish several specific tasks: Improve storage density with increased expansion frame capacity up to 2.4 times and support 33% more tape drives per frame. Manage storage by using the ALMS feature. Improve business continuity and disaster recovery with automatic control path and data path failover. Help ensure security and regulatory compliance with tape-drive encryption and Write Once Read Many (WORM) media. Support IBM LTO Ultrium 7, 6, and 5, IBM TS1150, and TS1140 tape drives. Provide a flexible upgrade path for users who want to expand their tape storage as their needs grow. Reduce the storage footprint and simplify cabling with 10 U of rack space on top of the library. This guide is for anyone who wants to understand more about the IBM TS4500 tape library. It is particularly suitable for IBM clients, IBM Business Partners, IBM specialist sales representatives, and technical specialists.

Mastering RabbitMQ provides a comprehensive guide to developing and scaling message-driven applications using RabbitMQ. From installation and configuration to advanced concepts like cluster management and high availability, this book equips you with the knowledge and practical skills to ensure robust and efficient messaging solutions. What this Book will help me do Effectively set up and configure RabbitMQ for scalable applications. Implement robust messaging solutions using RabbitMQ's administrative tools. Leverage clustering and high availability for fault-tolerant systems. Create custom RabbitMQ plugins using Erlang for extended capabilities. Monitor and secure RabbitMQ environments leveraging popular tools and practices. Author(s) Yusuf Aytas and the co-authors bring a wealth of technical knowledge and practical experience in messaging systems and RabbitMQ. With years of expertise in software engineering and hands-on implementations in enterprise environments, they provide insights that combine theory with real-world application. Who is it for? This book is ideal for developers and IT professionals with basic knowledge of RabbitMQ seeking to master advanced usage and best practices. It caters to those looking to design, develop, and maintain robust messaging systems efficiently. Perfect for those with a background in message queuing, it provides an in-depth understanding to take your expertise to the next level.

This book highlights the different types of data architecture and illustrates the many possibilities hidden behind the term "Big Data", from the usage of No-SQL databases to the deployment of stream analytics architecture, machine learning, and governance. Scalable Big Data Architecture covers real-world, concrete industry use cases that leverage complex distributed applications , which involve web applications, RESTful API, and high throughput of large amount of data stored in highly scalable No-SQL data stores such as Couchbase and Elasticsearch. This book demonstrates how data processing can be done at scale from the usage of NoSQL datastores to the combination of Big Data distribution. When the data processing is too complex and involves different processing topology like long running jobs, stream processing, multiple data sources correlation, and machine learning, it’s often necessary to delegate the load to Hadoop or Spark and use the No-SQL to serve processed data in real time. This book shows you how to choose a relevant combination of big data technologies available within the Hadoop ecosystem. It focuses on processing long jobs, architecture, stream data patterns, log analysis, and real time analytics. Every pattern is illustrated with practical examples, which use the different open sourceprojects such as Logstash, Spark, Kafka, and so on. Traditional data infrastructures are built for digesting and rendering data synthesis and analytics from large amount of data. This book helps you to understand why you should consider using machine learning algorithms early on in the project, before being overwhelmed by constraints imposed by dealing with the high throughput of Big data. Scalable Big Data Architecture is for developers, data architects, and data scientists looking for a better understanding of how to choose the most relevant pattern for a Big Data project and which tools to integrate into that pattern.

Examine the different roles and capabilities of logistic firms and understand their future development and strategic growth.

In this book, noted expert Andrew Okungbowa explains SAP Asset Accounting (FI-AA) in SAP-ERP, including its associated business benefits, and guides you through the considerable complexities of SAP-ERP configuration. Using FI-AA for fixed asset management enables you to manage assets in multinational companies across a broad range of industries and produce reports to meet various needs in line with legal requirements. Configuring SAP-ERP can be a daunting exercise, however, and there are few resources that address these issues. Asset Accounting Configuration in SAP ERP fills that resource gap by covering the major aspects of SAP FI-AA for anyone with SAP experience and the basic accounting knowledge and bookkeeping skills necessary to apply configuration. It provides configuration explanations in the simplest forms possible and provides step-by-step guidance with illustrations and practical examples.

This book is your introduction in the world of graph databases, and the benefits they can bring to your applications. Neo4j is the most established graph database on the market, and it's always improving to bring more of its benefits to you. Beginning Neo4j will take you from the installation of Neo4j through to building a full application with Neo4j at its heart, and everything in between. Using this book, you'll get everything up and running, and then learn how to use Neo4j to build up recommendations, relationships, and calculate the shortest route between two locations. With example data models, and an application putting everything together, this book will give you everything you need to really get started with Neo4j. Neo4j is being used by social media and ecommerce industry giants. You can take advantage of Neo4j's powerful features and benefits - add Beginning Neo4j to your library today.