Java Virtual Machine Unlocked Strategies For Peak Jvm Performance

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Java Virtual Machine Unlocked: Strategies for Peak JVM Performance

Author : Peter Jones
Publisher : Walzone Press
ISBN 13 :
Total Pages : 171 pages
Book Rating : 4./5 ( download)

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Book Synopsis Java Virtual Machine Unlocked: Strategies for Peak JVM Performance by : Peter Jones

Download or read book Java Virtual Machine Unlocked: Strategies for Peak JVM Performance written by Peter Jones and published by Walzone Press. This book was released on 2024-10-11 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the full potential of the Java Virtual Machine (JVM) with "Java Virtual Machine Unlocked: Strategies for Peak JVM Performance," an essential guide that takes you deep into the heart of JVM architecture and equips you with the knowledge to optimize its performance. Whether you're a software engineer, system architect, or performance analyst, this comprehensive resource offers a clear path to mastering JVM internals and boosting the performance of your Java applications. This book provides an in-depth exploration of critical topics, including garbage collection, memory management, JIT compilation, concurrency, and class loading. Each chapter is designed to guide you through both foundational concepts and advanced tuning strategies, offering practical techniques for enhancing efficiency, scalability, and reliability. Through detailed explanations, you'll learn how to systematically profile and monitor JVM performance, identify bottlenecks, and apply targeted optimizations using proven benchmarking methods. In addition to covering current JVM features, this book prepares you for the future by examining emerging JVM languages and features. With insights drawn from real-world scenarios, "Java Virtual Machine Unlocked" equips you to tackle the toughest performance challenges faced in modern Java development. Whether you're optimizing small-scale applications or managing enterprise-level systems, this book is your definitive resource for mastering JVM performance and gaining the expertise to build high-performance, scalable, and efficient Java applications.

JVM Performance Engineering

Author : Monica Beckwith
Publisher : Addison-Wesley Professional
ISBN 13 : 013465997X
Total Pages : 783 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis JVM Performance Engineering by : Monica Beckwith

Download or read book JVM Performance Engineering written by Monica Beckwith and published by Addison-Wesley Professional. This book was released on 2024-04-22 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peek Under the Hood of the Complex but Fascinating Java Virtual Machine Dive into the intricacies of JVM performance with JVM Performance Engineering, the essential guide for seasoned Java developers eager to demystify the JVM. Focusing on the OpenJDK HotSpot VM, this book provides insights into cutting-edge Java performance techniques and trends. Distinguished Java Champion Monica Beckwith blends theoretical insights and practical tools--encompassing case studies, applications, use-case diagrams, and process flow charts--to demonstrate diagnostic techniques, performance methodologies, and optimizations. This manual is a portal to excelling in Java performance engineering, offering Java developers, system architects, and software engineers the tools to foster career advancement and success with Java applications. Examine the evolving Java type system, from lambda expressions to the advent of records and sealed classes, and explore how Project Valhalla aims to further optimize performance Leverage the Unified JVM Logging Interface for enhanced diagnostics, monitoring, and performance testing, featuring the novel asynchronous logging mechanism Grasp the intricate relationship between JVM and hardware, mastering end-to-end Java performance optimization techniques Gain deep insights into JVM's garbage collection and memory management, examining the pivotal Garbage First and Z GCs--and how they are shaping the Java performance landscape Explore efficient deployment strategies and techniques to accelerate JVM readiness, leveraging class data sharing, ahead-of-time compilation, and innovations like GraalVM and upcoming Project Leyden Embark on an exploration of the synergy between the JVM and exotic hardware like GPUs and FPGAs and revel in the potential of Project Panama and TornadoVM in high-computational scenarios such as machine learning and data analytics Look ahead to the future of Java concurrency with Virtual Threads, and investigate runtime optimizations of string handling and concurrency, propelling Java forward Register your product for convenient access to downloads, updates, and/or corrections as they become available. See inside for details.

Mastering the Java Virtual Machine

Author : Otavio Santana
Publisher : Packt Publishing Ltd
ISBN 13 : 180323184X
Total Pages : 234 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Mastering the Java Virtual Machine by : Otavio Santana

Download or read book Mastering the Java Virtual Machine written by Otavio Santana and published by Packt Publishing Ltd. This book was released on 2024-02-29 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delve into the inner workings of JVM and explore internals, memory management, and performance optimization Key Features Uncover the intricacies of JVM, from class loading to garbage collection, and more Master JVM memory management for efficient resource use and reduced overhead Apply JVM knowledge through case studies, reinforcing your understanding of internals Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMastering the Java Virtual Machine is a comprehensive guide that will take you into the heart of the Java programming language, guiding you through the intricate workings of the Java Virtual Machine (JVM) and equipping you with essential skills to become a proficient Java developer. You’ll start by understanding the JVM, exploring its architecture and how it executes Java code. Through detailed explanations and real-world examples, you’ll gain a deep understanding of JVM internals, enabling you to write efficient and optimized Java applications. As you progress, you’ll delve into memory management and execution, unraveling the complexities of heap and stack management, garbage collection, and memory profiling. You'll learn how memory is allocated and reclaimed in the JVM, as well as how to optimize memory usage and identify performance bottlenecks in your applications. With this knowledge, you’ll be able to create Java programs that are not only robust but also highly performant. By the end of this Java book, you’ll have the skills needed to excel in Java programming, writing efficient and maintainable code.What you will learn Understand JVM architecture and bytecode execution Explore memory management and optimize memory usage Compare and evaluate alternative JVMs like GraalVM Master reflection for dynamic behavior in Java applications Use Java annotation processors for code generation Get to grips with reactive programming principles for scalable applications Who this book is for This book is for Java developers looking to deepen their expertise in the Java Virtual Machine (JVM) and optimize Java applications for peak performance. It is ideal for both intermediate-level and seasoned professionals, who want to explore specific aspects such as JVM internals, memory management, threading, security, and performance tuning.

Java Performance Companion

Author : Charlie Hunt
Publisher : Addison-Wesley Professional
ISBN 13 : 0133796884
Total Pages : 393 pages
Book Rating : 4.1/5 (337 download)

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Book Synopsis Java Performance Companion by : Charlie Hunt

Download or read book Java Performance Companion written by Charlie Hunt and published by Addison-Wesley Professional. This book was released on 2016-04-08 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Java® Performance Companion shows how to systematically and proactively improve Java performance with today’s advanced multicore hardware and complex operating system environments. The authors, who are all leading Java performance and Java HotSpot VM experts, help you improve performance by using modern software engineering practices, avoiding common mistakes, and applying tips and tricks gleaned from years of real-world experience. Picking up where Charlie Hunt and Binu John’s classic Java Performance left off, this book provides unprecedented detail on two powerful Java platform innovations: the Garbage First (G1) garbage collector and the HotSpot VM Serviceability Agent. Coverage includes Leveraging G1 to overcome limitations in parallel, serial, and CMS garbage collection Understanding each stage of G1 GC collections, both young and old Getting under the hood with G1 and efficiently fine-tuning it for your application Identifying potential optimizations, interpreting experimental results, and taking action Exploring the internals of the HotSpot VM Using HotSpot VM Serviceability Agent to analyze, triage, and resolve diverse HotSpot VM issues Troubleshooting out of memory errors, Java level deadlocks, and HotSpot VM crashes Extending the Serviceability Agent, and using the Plugin for VisualVM Mastering useful HotSpot VM command line options not covered in JavaTM Performance Java® Performance Companion can help you squeeze maximum performance and value from Java with JDK 8 or 9–for any application, in any environment. Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

Java Performance

Author : Charlie Hunt
Publisher : Prentice Hall
ISBN 13 : 0137142528
Total Pages : 717 pages
Book Rating : 4.1/5 (371 download)

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Book Synopsis Java Performance by : Charlie Hunt

Download or read book Java Performance written by Charlie Hunt and published by Prentice Hall. This book was released on 2012 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first one-stop guide to identifying, isolating, and fixing Java performance issues on multicore and multiprocessor platforms.

Azure Networking Cookbook

Author : Mustafa Toroman
Publisher : Packt Publishing Ltd
ISBN 13 : 1800564813
Total Pages : 299 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Azure Networking Cookbook by : Mustafa Toroman

Download or read book Azure Networking Cookbook written by Mustafa Toroman and published by Packt Publishing Ltd. This book was released on 2020-12-17 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find out how you can leverage virtual machines and load balancers to facilitate secure and efficient networking Key FeaturesDiscover the latest networking features and additions in Microsoft Azure with this updated guideUpgrade your cloud networking skills by learning how to plan, implement, configure, and secure your infrastructure networkProvide a fault-tolerant environment for your apps using Azure networking servicesBook Description Azure's networking services enable organizations to manage their networks effectively. With the Azure Networking Cookbook, you’ll see how Azure paves the way for an enterprise to achieve reliable performance and secure connectivity. This updated second edition will take you through the latest networking features in Azure. The book starts with an introduction to Azure networking, covering basics such as creating Azure virtual networks, designing address spaces, and creating subnets. You’ll create and manage network security groups, application security groups, and IP addresses in Azure using easy-to-follow recipes. As you progress through the book, you’ll explore various aspects such as DNS and routing, load balancers, Traffic Manager, and site-to-site, point-to-site, and VNet-to-VNet connections. This cookbook covers all the functions crucial to understanding cloud networking practices and being able to plan, implement, and secure your network infrastructure with Azure. You’ll not only upscale your current environment but also get well-versed with monitoring, diagnosing, and ensuring secure connectivity. The book will help you grasp best practices as you learn how to create a robust environment. By the end of this Azure cookbook, you’ll have gained hands-on experience developing cost-effective solutions that can facilitate efficient connectivity in your organization. What you will learnGet to grips with building Azure networking servicesUnderstand how to create and work on hybrid connectionsConfigure and manage Azure networking servicesExplore ways to design high availability network solutions in AzureDiscover how to monitor and troubleshoot Azure network resourcesWork with different methods to connect local networks to Azure virtual networksWho this book is for This cookbook is for cloud architects, cloud solution providers, and anyone who deals with networking on Azure. A basic understanding of Azure will help you to make the most of this book.

Programming Concurrency on the JVM

Author : Venkat Subramaniam
Publisher : Pragmatic Bookshelf
ISBN 13 : 1680504304
Total Pages : 343 pages
Book Rating : 4.6/5 (85 download)

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Book Synopsis Programming Concurrency on the JVM by : Venkat Subramaniam

Download or read book Programming Concurrency on the JVM written by Venkat Subramaniam and published by Pragmatic Bookshelf. This book was released on 2011-08-26 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than ever, learning to program concurrency is critical to creating faster, responsive applications. Speedy and affordable multicore hardware is driving the demand for high-performing applications, and you can leverage the Java platform to bring these applications to life. Concurrency on the Java platform has evolved, from the synchronization model of JDK to software transactional memory (STM) and actor-based concurrency. This book is the first to show you all these concurrency styles so you can compare and choose what works best for your applications. You'll learn the benefits of each of these models, when and how to use them, and what their limitations are. Through hands-on exercises, you'll learn how to avoid shared mutable state and how to write good, elegant, explicit synchronization-free programs so you can create easy and safe concurrent applications. The techniques you learn in this book will take you from dreading concurrency to mastering and enjoying it. Best of all, you can work with Java or a JVM language of your choice - Clojure, JRuby, Groovy, or Scala - to reap the growing power of multicore hardware. If you are a Java programmer, you'd need JDK 1.5 or later and the Akka 1.0 library. In addition, if you program in Scala, Clojure, Groovy or JRuby you'd need the latest version of your preferred language. Groovy programmers will also need GPars.

Java Performance Tuning

Author : Jack Shirazi
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596003773
Total Pages : 588 pages
Book Rating : 4.5/5 (96 download)

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Book Synopsis Java Performance Tuning by : Jack Shirazi

Download or read book Java Performance Tuning written by Jack Shirazi and published by "O'Reilly Media, Inc.". This book was released on 2003-01-21 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Java application performance is tied pretty heavily to the underlying Java Virtual Machine, and the new 1.4 version of Java has significant changes that mean previously used performance tips and strategies may no longer work. Significantly revised and expanded, this second edition not only covers Java 1.4, but adds new coverage of JDBC, NIO, Servlets, EJB and JavaServer Pages. Suitable for intermediate and advanced Java developers, this text also covers JDBC, RMI/CORBA, Servlets, JavaServer Pages and custom tag libraries, XML, internationalization, JavaMail, Enterprise JavaBeans and performance tuning. It should be a useful resource for teaching how to create a tuning strategy, how to use profiling tools to understand a program's behaviour, and how to avoid performance penalties from inefficient code, making them more efficient and effective. The result is code that's robust, maintainable and fast.

Performance Optimization and Tuning Techniques for IBM Power Systems Processors Including IBM POWER8

Author : Brian Hall
Publisher : IBM Redbooks
ISBN 13 : 0738440922
Total Pages : 274 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Performance Optimization and Tuning Techniques for IBM Power Systems Processors Including IBM POWER8 by : Brian Hall

Download or read book Performance Optimization and Tuning Techniques for IBM Power Systems Processors Including IBM POWER8 written by Brian Hall and published by IBM Redbooks. This book was released on 2017-03-31 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication focuses on gathering the correct technical information, and laying out simple guidance for optimizing code performance on IBM POWER8® processor-based systems that run the IBM AIX®, IBM i, or Linux operating systems. There is straightforward performance optimization that can be performed with a minimum of effort and without extensive previous experience or in-depth knowledge. The POWER8 processor contains many new and important performance features, such as support for eight hardware threads in each core and support for transactional memory. The POWER8 processor is a strict superset of the IBM POWER7+TM processor, and so all of the performance features of the POWER7+ processor, such as multiple page sizes, also appear in the POWER8 processor. Much of the technical information and guidance for optimizing performance on POWER8 processors that is presented in this guide also applies to POWER7+ and earlier processors, except where the guide explicitly indicates that a feature is new in the POWER8 processor. This guide strives to focus on optimizations that tend to be positive across a broad set of IBM POWER® processor chips and systems. Specific guidance is given for the POWER8 processor; however, the general guidance is applicable to the IBM POWER7+, IBM POWER7®, IBM POWER6®, IBM POWER5, and even to earlier processors. This guide is directed at personnel who are responsible for performing migration and implementation activities on POWER8 processor-based systems. This includes system administrators, system architects, network administrators, information architects, and database administrators (DBAs).

Computer Organization and Design RISC-V Edition

Author : David A. Patterson
Publisher : Morgan Kaufmann
ISBN 13 : 0128122765
Total Pages : 700 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Organization and Design RISC-V Edition by : David A. Patterson

Download or read book Computer Organization and Design RISC-V Edition written by David A. Patterson and published by Morgan Kaufmann. This book was released on 2017-05-12 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new RISC-V Edition of Computer Organization and Design features the RISC-V open source instruction set architecture, the first open source architecture designed to be used in modern computing environments such as cloud computing, mobile devices, and other embedded systems. With the post-PC era now upon us, Computer Organization and Design moves forward to explore this generational change with examples, exercises, and material highlighting the emergence of mobile computing and the Cloud. Updated content featuring tablet computers, Cloud infrastructure, and the x86 (cloud computing) and ARM (mobile computing devices) architectures is included. An online companion Web site provides advanced content for further study, appendices, glossary, references, and recommended reading. - Features RISC-V, the first such architecture designed to be used in modern computing environments, such as cloud computing, mobile devices, and other embedded systems - Includes relevant examples, exercises, and material highlighting the emergence of mobile computing and the cloud

Linux Administration

Author : Steve Shah
Publisher : McGraw-Hill/Osborne Media
ISBN 13 : 9780072131369
Total Pages : 0 pages
Book Rating : 4.1/5 (313 download)

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Book Synopsis Linux Administration by : Steve Shah

Download or read book Linux Administration written by Steve Shah and published by McGraw-Hill/Osborne Media. This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to install and administer Linux on an individual workstation or an entire network with this comprehensive in depth reference. You'll find everything you need to get up and running with any Linux distribution, including the latest version of Red Hat. Updated to cover the new 2.4 kernel and complete with an expanded section on advanced networking, this book shows you how to install and configure Linux, set up Internet services, handle single-host administration, and much more. Plus, you'll get eight pages of blueprints illustrating the differences between Linux and Windows NT/2000. If you are a professional administrator wanting to bring Linux into your network topology, a home user with multiple machines wanting to build a simple home network, or are migrating from Windows, then you need this book.

Operating Systems and Middleware

Author : Max Hailperin
Publisher : Max Hailperin
ISBN 13 : 0534423698
Total Pages : 496 pages
Book Rating : 4.5/5 (344 download)

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Book Synopsis Operating Systems and Middleware by : Max Hailperin

Download or read book Operating Systems and Middleware written by Max Hailperin and published by Max Hailperin. This book was released on 2007 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: By using this innovative text, students will obtain an understanding of how contemporary operating systems and middleware work, and why they work that way.

Developing Applications with IBM FileNet P8 APIs

Author : Wei-Dong Zhu
Publisher : IBM Redbooks
ISBN 13 : 0738433721
Total Pages : 352 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Developing Applications with IBM FileNet P8 APIs by : Wei-Dong Zhu

Download or read book Developing Applications with IBM FileNet P8 APIs written by Wei-Dong Zhu and published by IBM Redbooks. This book was released on 2009-12-30 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication can help you develop content and process management applications with IBM FileNet® APIs. The IBM FileNet P8 suite of products contains a set of robust APIs that range from core platform APIs to supporting application APIs. This book focuses specifically on Content Engine and Process Engine APIs. Content Engine API topics that we discuss include creating, retrieving, updating, and deleting objects; querying and viewing documents; and batching and batch execution. We also explore more complex topics, including permissions and authorization, versioning, relationships, annotations, workflow subscriptions and event actions, metadata discovery, and dynamic security inheritance. Process Engine API topics that we discuss include launching a workflow, searching for and processing work items, and working with process status. The more complex topics we cover include, Component Integrator application space, role, workbasket, resource navigation in Process Engine REST API, ECM Widgets, and building a custom Get Next In-basket widget. To help you better understand programming with IBM FileNet APIs, we provide a sample application implemented for a fictional company. We include the data model, security model, workflows, and various applications developed for the sample. You can download them for your reference. This book is intended for IBM FileNet P8 application developers. We recommend using this book in conjunction with the online ECM help.

Programming Persistent Memory

Author : Steve Scargall
Publisher : Apress
ISBN 13 : 1484249321
Total Pages : 387 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Programming Persistent Memory by : Steve Scargall

Download or read book Programming Persistent Memory written by Steve Scargall and published by Apress. This book was released on 2020-01-09 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning and experienced programmers will use this comprehensive guide to persistent memory programming. You will understand how persistent memory brings together several new software/hardware requirements, and offers great promise for better performance and faster application startup times—a huge leap forward in byte-addressable capacity compared with current DRAM offerings. This revolutionary new technology gives applications significant performance and capacity improvements over existing technologies. It requires a new way of thinking and developing, which makes this highly disruptive to the IT/computing industry. The full spectrum of industry sectors that will benefit from this technology include, but are not limited to, in-memory and traditional databases, AI, analytics, HPC, virtualization, and big data. Programming Persistent Memory describes the technology and why it is exciting the industry. It covers the operating system and hardware requirements as well as how to create development environments using emulated or real persistent memory hardware. The book explains fundamental concepts; provides an introduction to persistent memory programming APIs for C, C++, JavaScript, and other languages; discusses RMDA with persistent memory; reviews security features; and presents many examples. Source code and examples that you can run on your own systems are included. What You’ll Learn Understand what persistent memory is, what it does, and the value it brings to the industry Become familiar with the operating system and hardware requirements to use persistent memory Know the fundamentals of persistent memory programming: why it is different from current programming methods, and what developers need to keep in mind when programming for persistence Look at persistent memory application development by example using the Persistent Memory Development Kit (PMDK)Design and optimize data structures for persistent memoryStudy how real-world applications are modified to leverage persistent memoryUtilize the tools available for persistent memory programming, application performance profiling, and debugging Who This Book Is For C, C++, Java, and Python developers, but will also be useful to software, cloud, and hardware architects across a broad spectrum of sectors, including cloud service providers, independent software vendors, high performance compute, artificial intelligence, data analytics, big data, etc.

Real-Time Java Programming

Author : Eric J. Bruno
Publisher : Pearson Education
ISBN 13 : 0137042582
Total Pages : 738 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis Real-Time Java Programming by : Eric J. Bruno

Download or read book Real-Time Java Programming written by Eric J. Bruno and published by Pearson Education. This book was released on 2009-06-01 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Definitive Guide to Java RTS for Developers and Architects For Java developers and architects moving to real-time, and real-time developers moving to Java Walks through start-to-finish case study applications, identifying their constraints and discussing the APIs and design patterns used to address them Written by the former leader of the real-time Java standards process and one of Wall Street’s top real-time developers Sun Microsystems’ Java Real-Time System (Java RTS) is proving itself in numerous, wide-ranging environments, including finance, control systems, manufacturing, and defense. Java RTS and the RTSJ standard (JSR-001) eliminate the need for complicated, specialized, real-time languages and operating environments, saving money by leveraging Java’s exceptional productivity and familiarity. In Real-Time Java™ Programming, two of Sun’s top real-time programming experts present the deep knowledge and realistic code examples that developers need to succeed with Java RTS and its APIs. As they do so, the authors also illuminate the foundations of real-time programming in any RTSJ-compatible environment. Key topics include Real-time principles and concepts, and the unique requirements of real-time application design and development How Java has been adapted to real-time environments A complete chapter on garbage collection concepts and Java SE collectors Using the Java RTS APIs to solve actual real-time system problems as efficiently as possible Utilizing today’s leading Java RTS development and debugging tools Understanding real-time garbage collection, threads, scheduling, and dispatching Programming new RTSJ memory models Dealing with asynchronous event handling and asynchronous transfer of control

IBM Workload Deployer: Pattern-based Application and Middleware Deployments in a Private Cloud

Author : Carla Sadtler
Publisher : IBM Redbooks
ISBN 13 : 0738436550
Total Pages : 424 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Workload Deployer: Pattern-based Application and Middleware Deployments in a Private Cloud by : Carla Sadtler

Download or read book IBM Workload Deployer: Pattern-based Application and Middleware Deployments in a Private Cloud written by Carla Sadtler and published by IBM Redbooks. This book was released on 2012-03-22 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: IBM® Workload Deployer provides a solution to creating, deploying, and managing workloads in an on-premise or private cloud. It is rich in features that allow you to quickly build and deploy virtual systems from base images, to extend those images, and to customize them for future use as repeatable deployable units. IBM Workload Deployer also provides an application-centric capability enabling rapid deployment of business applications. By using either of these deployment models, an organization can quickly instantiate a complete application platform for development, test, or production. The IBM Workload Deployer uses the concept of patterns to describe the logical configuration of both the physical and virtual assets that comprise a particular solution. The use of patterns allows an organization to construct a deployable solution one time, and then dispense the final product on demand. patterns are composed of an operating system and IBM software solutions, such as IBM WebSphere® Application Server and IBM WebSphere Virtual Enterprise. patterns are constructed to support a single application workload. The IBM Workload Deployer is shipped with a set of pre-loaded virtual images and virtual patterns. These images and patterns can be used to create comprehensive and flexible middleware solutions. They can also be cloned and customized to suit your specific needs. This IBM Redbooks® publication looks at two different aspects of customizing virtual systems for deployment into the cloud. First, it explores the capabilities of IBM Image Construction and Composition Tool to build and provide highly customized virtual images for use in virtual system patterns on the IBM Workload Deployer. Next, it looks at the virtual application capabilities of the IBM Workload Deployer, including those capabilities that allow you to deploy enterprise applications and database services to the cloud. It also introduces the IBM Workload Deployer Plugin Development Kit, which allows you to further extend the capabilities of the virtual application patterns.

Spark: The Definitive Guide

Author : Bill Chambers
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491912294
Total Pages : 594 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Spark: The Definitive Guide by : Bill Chambers

Download or read book Spark: The Definitive Guide written by Bill Chambers and published by "O'Reilly Media, Inc.". This book was released on 2018-02-08 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation