High-Performance Big Data Computing

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Author :
Publisher : MIT Press
ISBN 13 : 0262046857
Total Pages : 275 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis High-Performance Big Data Computing by : Dhabaleswar K. Panda

Download or read book High-Performance Big Data Computing written by Dhabaleswar K. Panda and published by MIT Press. This book was released on 2022-08-02 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.

The In-Memory Revolution

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Author :
Publisher : Springer
ISBN 13 : 3319166735
Total Pages : 284 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis The In-Memory Revolution by : Hasso Plattner

Download or read book The In-Memory Revolution written by Hasso Plattner and published by Springer. This book was released on 2015-12-28 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the next generation of business applications in the innovative new SAP Business Suite 4 SAP HANA (SAP S/4HANA), exploiting the revolutionary capabilities of the SAP HANA in-memory database. Numerous real-world examples are presented illustrating the disruptive potential of this technology and the quantum leap it has facilitated in terms of simplicity, flexibility, and speed for new applications. The intuitive structure of this book offers a straightforward business perspective grounded in technology in order to enable valuable business insights drawn from the wealth of real-world experience of the book’s two authors, both prominent figures in the field of business application systems: Hasso Plattner and Bernd Leukert. Hasso Plattner is the co-founder of SAP and the founder of the Hasso Plattner Institute, affiliated with the University of Potsdam, Germany. Bernd Leukert is a member of the SAP Executive Board and the Global Managing Board of SAP.

Cloud and Virtual Data Storage Networking

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Author :
Publisher : CRC Press
ISBN 13 : 1466508442
Total Pages : 396 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Cloud and Virtual Data Storage Networking by : Greg Schulz

Download or read book Cloud and Virtual Data Storage Networking written by Greg Schulz and published by CRC Press. This book was released on 2011-08-25 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The amount of data being generated, processed, and stored has reached unprecedented levels. Even during the recent economic crisis, there has been no slow down or information recession. Instead, the need to process, move, and store data has only increased. Consequently, IT organizations are looking to do more with what they have while supporting growth along with new services without compromising on cost and service delivery. Cloud and Virtual Data Storage Networking, by savvy IT industry veteran Greg Schulz, looks at converging IT resources and management technologies for facilitating efficient and effective delivery of information services, including enabling of Information Factories. Regardless of your experience level, Schulz guides you through the various technologies and techniques available for achieving efficient information services delivery. Coverage includes: Information services delivery model options and best practices Metrics for efficient E2E IT management Server, storage, I/O networking, and data center virtualization Converged and cloud storage services (IaaS, PaaS, SaaS) Data protection for virtual, cloud, and physical environments Data footprint reduction and data protection modernization High availability, business continuance, and disaster recovery This much-needed reference brings together technology themes and topics that are converging in IT and data center environments for enabling effective information services, in a practical and hype-free manner. When it comes to IT clouds and virtualization, you must look before you leap. This book will help you address the questions of when, where, with what, and how to leverage cloud, virtual, and data storage networking as part of your IT infrastructure. A video of Greg Schulz discussing his new book is featured on the CRC Press YouTube channel. Visit Slideshare to view a slide presentation based on the book.

Cisco CCNA Data Center DCICT 640-916 Official Certification Guide

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Author :
Publisher : Pearson Education
ISBN 13 : 1587144220
Total Pages : 1063 pages
Book Rating : 4.5/5 (871 download)

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Book Synopsis Cisco CCNA Data Center DCICT 640-916 Official Certification Guide by : Navaid Shamsee

Download or read book Cisco CCNA Data Center DCICT 640-916 Official Certification Guide written by Navaid Shamsee and published by Pearson Education. This book was released on 2015 with total page 1063 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is Cisco's official, comprehensive self-study resource for preparing for the new CCNA Data Center DCICT 640-916 certification exam. Designed for all data center administrators and professionals seeking Cisco DCICT certification, it covers every exam objective concisely and logically, with extensive teaching features designed to promote retention and understanding. Readers will find clear and practical coverage of Cisco's entire exam blueprint.

Systems, Software and Services Process Improvement

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Author :
Publisher : Springer Nature
ISBN 13 : 3031711424
Total Pages : 405 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Systems, Software and Services Process Improvement by : Murat Yilmaz

Download or read book Systems, Software and Services Process Improvement written by Murat Yilmaz and published by Springer Nature. This book was released on with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Emerging Computing: From Devices to Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 9811674876
Total Pages : 446 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Emerging Computing: From Devices to Systems by : Mohamed M. Sabry Aly

Download or read book Emerging Computing: From Devices to Systems written by Mohamed M. Sabry Aly and published by Springer Nature. This book was released on 2022-07-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers a range of topics dealing with emerging computing technologies which are being developed in response to challenges faced due to scaling CMOS technologies. It provides a sneak peek into the capabilities unleashed by these technologies across the complete system stack, with contributions by experts discussing device technology, circuit, architecture and design automation flows. Presenting a gradual progression of the individual sub-domains and the open research and adoption challenges, this book will be of interest to industry and academic researchers, technocrats and policymakers. Chapters "Innovative Memory Architectures Using Functionality Enhanced Devices" and "Intelligent Edge Biomedical Sensors in the Internet of Things (IoT) Era" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

High Performance Computing

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Author :
Publisher : Springer Nature
ISBN 13 : 3031320417
Total Pages : 432 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis High Performance Computing by : Abhinav Bhatele

Download or read book High Performance Computing written by Abhinav Bhatele and published by Springer Nature. This book was released on 2023-05-09 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 38th International Conference on High Performance Computing, ISC High Performance 2023, which took place in Hamburg, Germany, in May 2023. The 21 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: Architecture, Networks, and Storage; HPC Algorithms & Applications; Machine Learning, AI, & Quantum Computing; Performance Modeling, Evaluation, & Analysis; and Programming Environments & Systems Software.

COLLABORATIVE COMPUTING - NETWORKING, APPLICATIONS AND WORKSHARING

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Author :
Publisher : Springer Nature
ISBN 13 : 3031545281
Total Pages : 544 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis COLLABORATIVE COMPUTING - NETWORKING, APPLICATIONS AND WORKSHARING by : Honghao Gao

Download or read book COLLABORATIVE COMPUTING - NETWORKING, APPLICATIONS AND WORKSHARING written by Honghao Gao and published by Springer Nature. This book was released on 2024 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Embedded Memories for Nano-Scale VLSIs

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387884971
Total Pages : 390 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Embedded Memories for Nano-Scale VLSIs by : Kevin Zhang

Download or read book Embedded Memories for Nano-Scale VLSIs written by Kevin Zhang and published by Springer Science & Business Media. This book was released on 2009-04-21 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kevin Zhang Advancement of semiconductor technology has driven the rapid growth of very large scale integrated (VLSI) systems for increasingly broad applications, incl- ing high-end and mobile computing, consumer electronics such as 3D gaming, multi-function or smart phone, and various set-top players and ubiquitous sensor and medical devices. To meet the increasing demand for higher performance and lower power consumption in many different system applications, it is often required to have a large amount of on-die or embedded memory to support the need of data bandwidth in a system. The varieties of embedded memory in a given system have alsobecome increasingly more complex, ranging fromstatictodynamic and volatile to nonvolatile. Among embedded memories, six-transistor (6T)-based static random access memory (SRAM) continues to play a pivotal role in nearly all VLSI systems due to its superior speed and full compatibility with logic process technology. But as the technology scaling continues, SRAM design is facing severe challenge in mainta- ing suf?cient cell stability margin under relentless area scaling. Meanwhile, rapid expansion in mobile application, including new emerging application in sensor and medical devices, requires far more aggressive voltage scaling to meet very str- gent power constraint. Many innovative circuit topologies and techniques have been extensively explored in recent years to address these challenges.

Software-Defined Data Infrastructure Essentials

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Author :
Publisher : CRC Press
ISBN 13 : 1315352427
Total Pages : 732 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Software-Defined Data Infrastructure Essentials by : Greg Schulz

Download or read book Software-Defined Data Infrastructure Essentials written by Greg Schulz and published by CRC Press. This book was released on 2017-06-14 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software-Defined Data Infrastructures Essentials provides fundamental coverage of physical, cloud, converged, and virtual server storage I/O networking technologies, trends, tools, techniques, and tradecraft skills. From webscale, software-defined, containers, database, key-value store, cloud, and enterprise to small or medium-size business, the book is filled with techniques, and tips to help develop or refine your server storage I/O hardware, software, and services skills. Whether you are new to data infrastructures or a seasoned pro, you will find this comprehensive reference indispensable for gaining as well as expanding experience with technologies, tools, techniques, and trends. We had a front row seat watching Greg present live in our education workshop seminar sessions for ITC professionals in the Netherlands material that is in this book. We recommend this amazing book to expand your converged and data infrastructure knowledge from beginners to industry veterans. —Gert and Frank Brouwer, Brouwer Storage Consultancy Software-Defined Data Infrastructures Essentials provides the foundational building blocks to improve your craft in serval areas including applications, clouds, legacy, and more. IT professionals, as well as sales professionals and support personnel, stand to gain a great deal by reading this book.—Mark McSherry, Oracle Regional Sales Manager Looking to expand your data infrastructure IQ? From CIOS to operations, sales to engineering, this book is a comprehensive reference, a must read for IT infrastructure professionals, beginners to seasoned experts.—Tom Becchetti, Advisory Systems Engineer Greg Schulz has provided a complete ‘toolkit’ for storage management along with the background and framework for the storage or data infrastructure professional or those aspiring to become one.—Greg Brunton, Experienced Storage and Data Management Professional

The Definitive Guide to SQLite

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Author :
Publisher : Apress
ISBN 13 : 1430232269
Total Pages : 363 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis The Definitive Guide to SQLite by : Grant Allen

Download or read book The Definitive Guide to SQLite written by Grant Allen and published by Apress. This book was released on 2011-01-28 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outside of the world of enterprise computing, there is one database that enables a huge range of software and hardware to flex relational database capabilities, without the baggage and cost of traditional database management systems. That database is SQLite—an embeddable database with an amazingly small footprint, yet able to handle databases of enormous size. SQLite comes equipped with an array of powerful features available through a host of programming and development environments. It is supported by languages such as C, Java, Perl, PHP, Python, Ruby, TCL, and more. The Definitive Guide to SQLite, Second Edition is devoted to complete coverage of the latest version of this powerful database. It offers a thorough overview of SQLite’s capabilities and APIs. The book also uses SQLite as the basis for helping newcomers make their first foray into database development. In only a short time you can be writing programs as diverse as a server-side browser plug-in or the next great iPhone or Android application! Learn about SQLite extensions for C, Java, Perl, PHP, Python, Ruby, and Tcl. Get solid coverage of SQLite internals. Explore developing iOS (iPhone) and Android applications with SQLite. SQLite is the solution chosen for thousands of products around the world, from mobile phones and GPS devices to set-top boxes and web browsers. You almost certainly use SQLite every day without even realizing it!

Silicon Photonics for High-Performance Computing and Beyond

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Author :
Publisher : CRC Press
ISBN 13 : 1000480143
Total Pages : 391 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Silicon Photonics for High-Performance Computing and Beyond by : Mahdi Nikdast

Download or read book Silicon Photonics for High-Performance Computing and Beyond written by Mahdi Nikdast and published by CRC Press. This book was released on 2021-11-16 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Silicon photonics is beginning to play an important role in driving innovations in communication and computation for an increasing number of applications, from health care and biomedical sensors to autonomous driving, datacenter networking, and security. In recent years, there has been a significant amount of effort in industry and academia to innovate, design, develop, analyze, optimize, and fabricate systems employing silicon photonics, shaping the future of not only Datacom and telecom technology but also high-performance computing and emerging computing paradigms, such as optical computing and artificial intelligence. Different from existing books in this area, Silicon Photonics for High-Performance Computing and Beyond presents a comprehensive overview of the current state-of-the-art technology and research achievements in applying silicon photonics for communication and computation. It focuses on various design, development, and integration challenges, reviews the latest advances spanning materials, devices, circuits, systems, and applications. Technical topics discussed in the book include: • Requirements and the latest advances in high-performance computing systems • Device- and system-level challenges and latest improvements to deploy silicon photonics in computing systems • Novel design solutions and design automation techniques for silicon photonic integrated circuits • Novel materials, devices, and photonic integrated circuits on silicon • Emerging computing technologies and applications based on silicon photonics Silicon Photonics for High-Performance Computing and Beyond presents a compilation of 19 outstanding contributions from academic and industry pioneers in the field. The selected contributions present insightful discussions and innovative approaches to understand current and future bottlenecks in high-performance computing systems and traditional computing platforms, and the promise of silicon photonics to address those challenges. It is ideal for researchers and engineers working in the photonics, electrical, and computer engineering industries as well as academic researchers and graduate students (M.S. and Ph.D.) in computer science and engineering, electronic and electrical engineering, applied physics, photonics, and optics.

Data-Intensive Text Processing with MapReduce

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Author :
Publisher : Springer Nature
ISBN 13 : 3031021363
Total Pages : 171 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Data-Intensive Text Processing with MapReduce by : Jimmy Lin

Download or read book Data-Intensive Text Processing with MapReduce written by Jimmy Lin and published by Springer Nature. This book was released on 2022-05-31 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model for expressing distributed computations on massive datasets and an execution framework for large-scale data processing on clusters of commodity servers. The programming model provides an easy-to-understand abstraction for designing scalable algorithms, while the execution framework transparently handles many system-level details, ranging from scheduling to synchronization to fault tolerance. This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader "think in MapReduce", but also discusses limitations of the programming model as well. Table of Contents: Introduction / MapReduce Basics / MapReduce Algorithm Design / Inverted Indexing for Text Retrieval / Graph Algorithms / EM Algorithms for Text Processing / Closing Remarks

Data Analysis in the Cloud

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Publisher : Elsevier
ISBN 13 : 0128029145
Total Pages : 152 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Data Analysis in the Cloud by : Domenico Talia

Download or read book Data Analysis in the Cloud written by Domenico Talia and published by Elsevier. This book was released on 2015-09-15 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. - Introduces data analysis techniques and cloud computing concepts - Describes cloud-based models and systems for Big Data analytics - Provides examples of the state-of-the-art in cloud data analysis - Explains how to develop large-scale data mining applications on clouds - Outlines the main research trends in the area of scalable Big Data analysis

SAP HANA 2.0 Administration

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Publisher : SAP PRESS
ISBN 13 : 9781493221042
Total Pages : 1056 pages
Book Rating : 4.2/5 (21 download)

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Book Synopsis SAP HANA 2.0 Administration by : Mark Mergaerts

Download or read book SAP HANA 2.0 Administration written by Mark Mergaerts and published by SAP PRESS. This book was released on 2021 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novice or expert, this is your one-stop shop for administering SAP HANA 2.0! You'll begin with a deep dive into database and engine architecture. Then explore your key tools: SAP HANA cockpit, SAP HANA Studio, the command-line interface, and more. From there, choose the topics you need. Backup and recovery? High availability? Data tiering? Security? Objects, tables, and transactions? All covered within these pages! From installation to performance tuning, this book has it all.Highlights include:1) Installation and updates 2) Architecture3) SAP HANA cockpit4) SAP HANA Studio5) Persistency6) High availability/disaster recovery7) Scale-out systems8) Data tiering9) Objects and tables10) Security11) Performance12) Monitoring

Big Data Management and Processing

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Author :
Publisher : CRC Press
ISBN 13 : 1498768083
Total Pages : 489 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Big Data Management and Processing by : Kuan-Ching Li

Download or read book Big Data Management and Processing written by Kuan-Ching Li and published by CRC Press. This book was released on 2017-05-19 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Foreword: "Big Data Management and Processing is [a] state-of-the-art book that deals with a wide range of topical themes in the field of Big Data. The book, which probes many issues related to this exciting and rapidly growing field, covers processing, management, analytics, and applications... [It] is a very valuable addition to the literature. It will serve as a source of up-to-date research in this continuously developing area. The book also provides an opportunity for researchers to explore the use of advanced computing technologies and their impact on enhancing our capabilities to conduct more sophisticated studies." ---Sartaj Sahni, University of Florida, USA "Big Data Management and Processing covers the latest Big Data research results in processing, analytics, management and applications. Both fundamental insights and representative applications are provided. This book is a timely and valuable resource for students, researchers and seasoned practitioners in Big Data fields. --Hai Jin, Huazhong University of Science and Technology, China Big Data Management and Processing explores a range of big data related issues and their impact on the design of new computing systems. The twenty-one chapters were carefully selected and feature contributions from several outstanding researchers. The book endeavors to strike a balance between theoretical and practical coverage of innovative problem solving techniques for a range of platforms. It serves as a repository of paradigms, technologies, and applications that target different facets of big data computing systems. The first part of the book explores energy and resource management issues, as well as legal compliance and quality management for Big Data. It covers In-Memory computing and In-Memory data grids, as well as co-scheduling for high performance computing applications. The second part of the book includes comprehensive coverage of Hadoop and Spark, along with security, privacy, and trust challenges and solutions. The latter part of the book covers mining and clustering in Big Data, and includes applications in genomics, hospital big data processing, and vehicular cloud computing. The book also analyzes funding for Big Data projects.

Asiatechnology

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Author :
Publisher :
ISBN 13 :
Total Pages : 704 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Asiatechnology by :

Download or read book Asiatechnology written by and published by . This book was released on with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: