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High Performance Scientific and Engineering Computing
Since the creation of the term "Scientific Computing" and of its German counterpart "Wissenschaftliches Rechnen" (whoever has to be blamed for that), scientists from outside the field have been confused about the some what strange distinction between scientific and non-scientific computations. And the insiders, i. e. those who are, at least, convinced of always comput ing in a very scientific way, are far from being happy with this summary of their daily work, even if further characterizations like "High Performance" or "Engineering" try to make things clearer - usually with very modest suc cess, however. Moreover, to increase the unfortunate confusion of terms, who knows the differences between "Computational Science and Engineering" , as indicated in the title of the series these proceedings were given the honour to be published in, and "Scientific and Engineering Computing", as chosen for the title of our book? Actually, though the protagonists of scientific com puting persist in its independence as a scientific discipline (and rightly so, of course), the ideas behind the term diverge wildly. Consequently, the variety of answers one can get to the question "What is scientific computing?" is really impressive and ranges from the (serious) "nothing else but numerical analysis" up to the more mocking "consuming as much CPU-time as possible on the most powerful number crunchers accessible" .
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Numeric Computation and Statistical Data Analysis on the Java Platform
Numericalcomputation, knowledge discovery and statistical data analysis integrated withpowerful 2D and 3D graphics for visualization are the key topics of this book. ThePython code examples powered by the Java platform can easily be transformed toother programming languages, such as Java, Groovy, Ruby and BeanShell. Thisbook equips the reader with acomputational platform which, unlike other statistical programs, is not limitedby a single programming language.The authorfocuses on practical programming aspects and covers a broad range of topics,from basic introduction to the Python language on the Java platform (Jython),to descriptive statistics, symbolic calculations, neural networks, non-linearregression analysis and many other data-mining topics. He discusses how to findregularities in real-world data, how to classify data, and how to process datafor knowledge discoveries. The code snippets are so short that they easily fit intosingle pages.Numeric Computation and Statistical DataAnalysis on the Java Platform is a great choice for those who want to learn how statisticaldata analysis can be done using popular programming languages, who want tointegrate data analysis algorithms in full-scale applications, and deploy suchcalculations on the web pages or computational servers regardlessof their operating system. It is an excellent reference for scientific computations to solvereal-world problems using a comprehensive stack of open-source Javalibraries included in the DataMelt (DMelt) project and will beappreciated by many data-analysis scientists, engineers and students.
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High Performance Computing
This book constitutes the refereed proceedings of the First HPCLATAM - CLCAR Joint Latin American High Performance Computing Conference, CARLA 2014, held in Valparaiso, Chile, in October 2014. The 17 revised full papers and the one paper presented were carefully reviewed and selected from 42 submissions. The papers are organized in topical sections on grid and cloud computing; HPC architectures and tools; parallel programming; scientific computing.
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Practical Approach to High-Performance Computing
The book discusses the fundamentals of high-performance computing. The authors combine visualization, comprehensibility, and strictness in their material presentation, and thus influence the reader towards practical application and learning how to solve real computing problems. They address both key approaches to programming modern computing systems: multithreading-based parallelizing in shared memory systems, and applying message-passing technologies in distributed systems. The book is suitable for undergraduate and graduate students, and for researchers and practitioners engaged with high-performance computing systems. Each chapter begins with a theoretical part, where the relevant terminology is introduced along with the basic theoretical results and methods of parallel programming, and concludes with a list of test questions and problems of varying difficulty. The authors include many solutions and hints, and often sample code.
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Energy-Efficient High Performance Computing
In this work, the unique power measurement capabilities of the Cray XT architecture were exploited to gain an understanding of power and energy use, and the effects of tuning both CPU and network bandwidth. Modifications were made to deterministically halt cores when idle. Additionally, capabilities were added to alter operating P-state. At the application level, an understanding of the power requirements of a range of important DOE/NNSA production scientific computing applications running at large scale is gained by simultaneously collecting current and voltage measurements on the hosting nodes. The effects of both CPU and network bandwidth tuning are examined, and energy savings opportunities without impact on run-time performance are demonstrated. This research suggests that next-generation large-scale platforms should not only approach CPU frequency scaling differently, but could also benefit from the capability to tune other platform components to achieve more energy-efficient performance.
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Über die Kawi-sprache auf der Insel Java
Wilhelm von Humboldt (1767–1835) was a German philologist, diplomat and philosopher. While Minister of Education he was responsible for reforming the Prussian education system. His pioneering achievements in linguistics influenced many later scholars including Chomsky. This monumental three-volume study of Kawi, a traditional formal and literary language of Java belonging to the Austronesian language family, was posthumously published in 1836–9. The manuscript was prepared for the press by J. K. E. Buschmann, a protégé of Humboldt's friend and colleague Bopp (also reissued in this series). Humboldt considered Kawi, which includes many Sanskrit loan-words, to be the common ancestor of all the Malayo-Polynesian languages, though this view is no longer accepted. Volume 1 begins with a preface by Humboldt's brother Alexander describing Wilhelm's extensive academic network, and reprints Wilhelm's famous 1836 essay on language, before focusing on the question of Indian (Sanskrit and Buddhist) influences on Javan language and society.
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Scalable High Performance Computing for Knowledge Discovery and Data Mining
Scalable High Performance Computing for Knowledge Discovery and Data Mining brings together in one place important contributions and up-to-date research results in this fast moving area. Scalable High Performance Computing for Knowledge Discovery and Data Mining serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
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Microsoft Azure for Java Developers
Learn Azure-based features to build and deploy Java applications on Microsoft’s Azure cloud platform. This book provides examples of components on Azure that are of special interest to Java programmers, including the different deployment models that are available. The book shows how to deploy your Java applications in Azure WebApp, Azure Kubernetes Service, Azure Functions, and Azure Spring Cloud. Also covered is integration with components such as Graph API, Azure Storage, Azure Redis Cache, and Azure SQL. The book begins with a brief discussion of cloud computing and an introduction to Java support on Azure. You’ll then learn how to deploy Java applications using each of the deployment models, and you’ll see examples of integrating with Azure services that are of particular interest to Java programmers. Security is an important aspect, and this book shows you how to enable authentication and authorization for your Java applications using Azure Active Directory. Implementing a DevOps strategy is essential in today’s market when building any application. Examples in this book show you how to build continuous integration and continuous deployment pipelines to build and deploy Java applications on Azure. The book focuses on the best practices you should follow while designing and implementing Java applications on Azure. The book also elaborates on monitoring and debugging Java applications running on Azure using Application Insights and Azure Monitor. What You Will LearnDesign and build Azure-based Java applicationsRun Azure-based Java applications on services such as Azure App Services, Azure Spring Cloud, Azure Functions, and Azure Kubernetes ServiceIntegrate Azure services such as Azure SQL, Azure Storage Account, Azure Redis Cache, Azure Active Directory, and more with Java applications running on Azure Monitor and debug Java applications running on AzureSecure Azure-based Java applicationsBuild DevOps CI/CD strategy for Azure-based Java applicationsPackage and deploy Azure-based Java applications on Azure Who This Book Is ForJava developers planning to build Azure-based Java applications and deploy them on Azure. Developers should be aware of the preliminary cloud fundamentals to help them understand the Java capability available on Azure. They do not need to be an expert in Azure to grasp the book’s content and start building Java-based applications using the capability available on Azure. However, they should have a good understanding of the Java programming language and frameworks.
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High Performance with Laravel Octane
Explore tools, techniques, and practices to remove performance bottlenecks and enhance the stability of your Laravel and PHP web applicationsKey FeaturesGet a complete view of what it takes to design and build a high-performing application with OctaneReuse objects across requests and execute application logic asynchronouslyLearn key elements to design and build a performance-optimized and production-ready applicationBook DescriptionLaravel Octane is a very powerful component in the Laravel ecosystem that can help you achieve remarkable app performance. With Laravel Octane, you will find tools (queues, cache, and tables) that facilitate a new asynchronous approach for improving application performance. This book highlights how Laravel Octane works, what steps to take in designing an application from the start, what tools you have at your disposal, and how to set up production environments. It provides complete coverage of the strategies, tools, and best practices to make your apps scalable and performant. This is especially important as optimization is usually the overlooked part in the application development lifecycle. You will explore the asynchronous approach in Laravel and be able to release high-performing applications that have a positive impact on the end-user experience. By the end of this book, you will find yourself designing, developing, and releasing high-performance applications.What you will learnUnderstand the dynamics of the request life cycle in a classic Laravel applicationExplore possibilities with OpenSwoole and Roadrunner and choose the best solution for your applicationAnalyze the potential bottlenecks of a classic web applicationConfigure Laravel Octane with Roadrunner and OpenSwooleImplement functionality using asynchronous mechanisms and run tasks in parallel in the Laravel appPrepare the production environment to host Laravel Octane and its dependenciesUnderstand the pros and cons of applying potential enhancements to your Laravel appWho this book is forThe book is for existing Laravel developers who want to improve their software architecture, from a basic or standard architecture to a more scalable and performant one. Basic knowledge of Laravel fundamentals is required.
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High Performance Computing
This book constitutes the refereed proceedings of the 37th International Conference on High Performance Computing, ISC High Performance 2022, held in Hamburg, Germany, during May 29 – June 2, 2022.The 18 full papers presented were carefully reviewed and selected from 53 submissions. The papers are categorized into the following topical sub-headings: Architecture, Networks, and Storage; Machine Learning, AI, Emerging Technologies; HPC Algorithms and Applications; Performance Modeling, Evaluation and Analysis; and Programming Environments and Systems Software.
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Java, Indonesia and Islam
Mark R. Woodward’s Islam in Java: Normative Piety and Mysticism in the Sultanate of Yogyakarta (1989) was one of the most important work on Indonesian Islam of the era. This new volume, Java, Indonesia, and Islam, builds on the earlier study, but also goes beyond it in important ways. Written on the basis of Woodward’s thirty years of research on Javanese Islam in a Yogyakarta (south-central Java) setting, the book presents a much-needed collection of essays concerning Javanese Islamic texts, ritual, sacred space, situated in Javanese and Indonesian political contexts.With a number of entirely new essays as well as significantly revised versions of essays this book is a valuable contribution to the academic community by an eminent anthropologist and key authority on Islamic religion and culture in Java.
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High Performance Computing on Vector Systems 2006
The book presents the state-of-the-art in high performance computing and simulation on modern supercomputer architectures. It covers trends in high performance application software development in general and specifically for parallel vector architectures. The contributions cover among others the field of computational fluid dynamics, physics, chemistry, and meteorology. Innovative application fields like reactive flow simulations and nano technology are presented.
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High-Performance Computing and Networking
High-performance computing and networking (HPCN) is driven by several initiatives in Europe, the United States, and Japan. In Europe several groups encouraged the Commission of the European Communities to start an HPCN programme. This two-volume work presents the proceedings of HPCN Europe 1994. Volume 1 includes sections on: keynote talks, HPCN and visualization in industry, algorithms for engineering applications, electrical computer-aided engineering, computational fluid dynamics, computational chemistry, materials science, weather simulations, environmental applications and climate, high-energy physics and astrophysics, neuroscience and neural networks, and database applications.
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High Performance Computing for Computational Science - VECPAR 2002
The 5th edition of the VECPAR series of conferences marked a change of the conference title. The full conference title now reads VECPAR 2002 — 5th Int- national Conference on High Performance Computing for Computational S- ence. This re?ects more accurately what has been the main emphasis of the conference since its early days in 1993 – the use of computers for solving pr- lems in science and engineering. The present postconference book includes the best papers and invited talks presented during the three days of the conference, held at the Faculty of Engineering of the University of Porto (Portugal), June 26–28 2002. The book is organized into 8 chapters, which as a whole appeal to a wide research community, from those involved in the engineering applications to those interested in the actual details of the hardware or software implementation, in line with what, in these days, tends to be considered as Computational Science and Engineering (CSE). The book comprises a total of 49 papers, with a prominent position reserved for the four invited talks and the two ?rst prizes of the best student paper competition.
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High Performance Computing
This book constitutes revised selected papers from 7 workshops that were held in conjunction with the ISC High Performance 2016 conference in Frankfurt, Germany, in June 2016. The 45 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They stem from the following workshops: Workshop on Exascale Multi/Many Core Computing Systems, E-MuCoCoS; Second International Workshop on Communication Architectures at Extreme Scale, ExaComm; HPC I/O in the Data Center Workshop, HPC-IODC; International Workshop on OpenPOWER for HPC, IWOPH; Workshop on the Application Performance on Intel Xeon Phi – Being Prepared for KNL and Beyond, IXPUG; Workshop on Performance and Scalability of Storage Systems, WOPSSS; and International Workshop on Performance Portable Programming Models for Accelerators, P3MA.
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High Performance Computing
I wish to welcome all of you to the International Symposium on High Perf- mance Computing 2002 (ISHPC2002) and to Kansai Science City, which is not farfromtheancientcapitalsofJapan:NaraandKyoto.ISHPC2002isthefourth in the ISHPC series, which consists, to date, of ISHPC ’97 (Fukuoka, November 1997), ISHPC ’99 (Kyoto, May 1999), and ISHPC2000 (Tokyo, October 2000). The success of these symposia indicates the importance of this area and the strong interest of the research community. With all of the recent drastic changes in HPC technology trends, HPC has had and will continue to have a signi?cant impact on computer science and technology. I am pleased to serve as General Chair at a time when HPC plays a crucial role in the era of the IT (Information Technology) revolution. The objective of this symposium is to exchange the latest research results in software, architecture, and applications in HPC in a more informal and friendly atmosphere. I am delighted that the symposium is, like past successful ISHPCs, comprised of excellent invited talks, panels, workshops, as well as high-quality technical papers on various aspects of HPC. We hope that the symposium will provide an excellent opportunity for lively exchange and discussion about - rections in HPC technologies and all the participants will enjoy not only the symposium but also their stay in Kansai Science City.
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Java Programming Exercises
Raise your coding skills to the next level and test your Java knowledge on tricky programming tasks with the help of the pirate Captain CiaoCiao. Author and Java champion Christian Ullenboom provides you with everything you need: Exercises on features and tricks that you should know in detail as a professional, as well as intensive training for clean code and thoughtful design that carries even complex software.Features:• 300 tasks with commented solutions on different levels• For all paradigms: object-oriented, imperative and functional• Clean code, reading foreign code, object-oriented modelingNumerous best practices and extensively commented solutions to the tasks make this book the perfect workout for professional software development with Java.
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Java and Modern Europe
This book presents a case study of Europe's impact on an old and distinctive non-European civilisation. Part One deals with the elements in Europe's strength, technological, political and intellectual. It also uses Wallerstein's world-systems perspective to give an economic dimension to this picture of the new world of Europe, and then looks at the important question of the changing place of the Dutch in the new economic order from the seventeenth to the eighteenth century. This is followed by a brief account of the history of the Dutch East-India Company in Java, and its political effects.Part Two deals with the nature of the Javanese ancien regime, both in court and in provincial circles, with a focus on society and civilisation, rather than those staples of Javanese historiography to date, political events and economic statistics.Part Three deals with the overall pattern set by the VOC's changing economic imperatives and with the impact of the successive tides of capitalism on three regional societies of Java.Part Four deals with intellectual shifts that took place in this period, and argues that these shifts were less conservative than the socio-economic ones described in Part Three and, though more fragile and vulnerable, were crucial for the future.The conclusion attempts to show the significance of these developments for modern Indonesia and the way in which some of the dynamics begun in this period are being played out in the contemporary world.
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High Performance Computing - HiPC 2006
This book constitutes the refereed proceedings of the 13th International Conference on High-Performance Computing, HiPC 2006, held in Bangalore, India, December 2006. Coverage in this volume includes scheduling and load balancing, network and distributed algorithms, application software, network services, ad-hoc networks, systems software, sensor networks and performance evaluation, as well as routing and data management algorithms.
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High Performance Computing - HiPC 2002
To conclude, modi?ed design and implementation of a middleware, NICAN, to dynamically supply local network information to distributed scienti?c app- cations was presented. The application provides adaptive capabilities, is n- intrusive, ?exible, easy to use and extensible. The distributed scienti?c appli- tion can use this tool for information collection to its advantage without s- stantial code instrumentation. References [1] D.Andersen,D.Bansal,D.Curtis,S.Seshan,andH.Balakrishnan. Systems- portforbandwidthmanagementandcontentadaptationininternetapplications. In Proceedings of 4th Symposium on Operating Systems Design and Implemen- tion San Diego,CA.USENIXAssociation.:213-226,October2000. 555 [2] G.Chen.Providingdynamicnetworkinformationtodistributedapplications.May 2001. Computer Science Deparment, University of Minnesota Duluth. Master's Thesis. 559 [3] Xiaodong Fu, Weisong Shi, Anatoly Akkerman, and Vijay Karamcheti. Cans: Composable, adaptive network services infrastructure. In USENIX Symposium on Internet Technologies and Systems (USITS),March2001. 555 [4] D.KulkarniandM.Sosonkina.Usingdynamicnetworkinformationtoimprove theruntimeperformanceofadistributedsparselinearsystemsolution.Technical ReportUMSI-2002-10,2002. 559 [5] DevdattaKulkarniandMashaSosonkina. Aframeworkforintegratingnetwork information intodistributediterative solution of sparse linearsystems. In P- ceedings of the 5th International Meeting of Vector and Parallel Processing, VEC- PAR'2002. 560 [6] Z.Li,Y.Saad,and M.Sosonkina. pARMS:Aparallel version of thealgebraic recursivemultilevelsolver. TechnicalReportUMSI-2001-100,MinnesotaSup- computerInstitute,UniversityofMinnesota,Minneapolis,MN,2001. 559 [7] B.Lowekamp,N.Miller,D.Sutherland,T.Gross,P.Steenkiste,andJ.Subhlok.
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High Performance Architecture for Prolog
Artificial Intelligence is entering the mainstream of com- puter applications and as techniques are developed and integrated into a wide variety of areas they are beginning to tax the pro- cessing power of conventional architectures. To meet this demand, specialized architectures providing support for the unique features of symbolic processing languages are emerging. The goal of the research presented here is to show that an archi- tecture specialized for Prolog can achieve a ten-fold improve- ment in performance over conventional, general-purpose architec- tures. This book presents such an architecture for high perfor- mance execution of Prolog programs. The architecture is based on the abstract machine descrip- tion introduced by David H.D. Warren known as the Warren Abstract Machine (W AM). The execution model of the W AM is described and extended to provide a complete Instruction Set Architecture (lSA) for Prolog known as the PLM. This ISA is then realized in a microarchitecture and finally in a hardware design. The work described here represents one of the first efforts to implement the W AM model in hardware.The approach taken is that of direct implementation of the high level WAM instruction set in hardware resulting in a elSe style archi- tecture.
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