In Memory Computing

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In-Memory Computing

Author : Saeideh Shirinzadeh
Publisher : Springer
ISBN 13 : 3030180263
Total Pages : 115 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis In-Memory Computing by : Saeideh Shirinzadeh

Download or read book In-Memory Computing written by Saeideh Shirinzadeh and published by Springer. This book was released on 2019-05-22 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a comprehensive approach for synthesis and optimization of logic-in-memory computing hardware and architectures using memristive devices, which creates a firm foundation for practical applications. Readers will get familiar with a new generation of computer architectures that potentially can perform faster, as the necessity for communication between the processor and memory is surpassed. The discussion includes various synthesis methodologies and optimization algorithms targeting implementation cost metrics including latency and area overhead as well as the reliability issue caused by short memory lifetime. Presents a comprehensive synthesis flow for the emerging field of logic-in-memory computing; Describes automated compilation of programmable logic-in-memory computer architectures; Includes several effective optimization algorithm also applicable to classical logic synthesis; Investigates unbalanced write traffic in logic-in-memory architectures and describes wear leveling approaches to alleviate it.

In-/Near-Memory Computing

Author : Daichi Fujiki
Publisher : Springer Nature
ISBN 13 : 3031017722
Total Pages : 124 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis In-/Near-Memory Computing by : Daichi Fujiki

Download or read book In-/Near-Memory Computing written by Daichi Fujiki and published by Springer Nature. This book was released on 2022-05-31 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a structured introduction of the key concepts and techniques that enable in-/near-memory computing. For decades, processing-in-memory or near-memory computing has been attracting growing interest due to its potential to break the memory wall. Near-memory computing moves compute logic near the memory, and thereby reduces data movement. Recent work has also shown that certain memories can morph themselves into compute units by exploiting the physical properties of the memory cells, enabling in-situ computing in the memory array. While in- and near-memory computing can circumvent overheads related to data movement, it comes at the cost of restricted flexibility of data representation and computation, design challenges of compute capable memories, and difficulty in system and software integration. Therefore, wide deployment of in-/near-memory computing cannot be accomplished without techniques that enable efficient mapping of data-intensive applications to such devices, without sacrificing accuracy or increasing hardware costs excessively. This book describes various memory substrates amenable to in- and near-memory computing, architectural approaches for designing efficient and reliable computing devices, and opportunities for in-/near-memory acceleration of different classes of applications.

The Apache Ignite Book

Author : Michael Zheludkov
Publisher : Lulu.com
ISBN 13 : 0359439373
Total Pages : 642 pages
Book Rating : 4.3/5 (594 download)

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Book Synopsis The Apache Ignite Book by : Michael Zheludkov

Download or read book The Apache Ignite Book written by Michael Zheludkov and published by Lulu.com. This book was released on 2019-02-25 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: Apache Ignite is one of the most widely used open source memory-centric distributed, caching, and processing platform. This allows the users to use the platform as an in-memory computing framework or a full functional persistence data stores with SQL and ACID transaction support. On the other hand, Apache Ignite can be used for accelerating existing Relational and NoSQL databases, processing events & streaming data or developing Microservices in fault-tolerant fashion. This book addressed anyone interested in learning in-memory computing and distributed database. This book intends to provide someone with little to no experience of Apache Ignite with an opportunity to learn how to use this platform effectively from scratch taking a practical hands-on approach to learning. Please see the table of contents for more details.

Data Analytics with Hadoop

Author : Benjamin Bengfort
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491913762
Total Pages : 288 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Data Analytics with Hadoop by : Benjamin Bengfort

Download or read book Data Analytics with Hadoop written by Benjamin Bengfort and published by "O'Reilly Media, Inc.". This book was released on 2016-06 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with distributed computing, you’ll focus on particular analyses you can build, the data warehousing techniques that Hadoop provides, and higher order data workflows this framework can produce. Data scientists and analysts will learn how to perform a wide range of techniques, from writing MapReduce and Spark applications with Python to using advanced modeling and data management with Spark MLlib, Hive, and HBase. You’ll also learn about the analytical processes and data systems available to build and empower data products that can handle—and actually require—huge amounts of data. Understand core concepts behind Hadoop and cluster computing Use design patterns and parallel analytical algorithms to create distributed data analysis jobs Learn about data management, mining, and warehousing in a distributed context using Apache Hive and HBase Use Sqoop and Apache Flume to ingest data from relational databases Program complex Hadoop and Spark applications with Apache Pig and Spark DataFrames Perform machine learning techniques such as classification, clustering, and collaborative filtering with Spark’s MLlib

Green Computing with Emerging Memory

Author : Takayuki Kawahara
Publisher : Springer Science & Business Media
ISBN 13 : 1461408121
Total Pages : 214 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Green Computing with Emerging Memory by : Takayuki Kawahara

Download or read book Green Computing with Emerging Memory written by Takayuki Kawahara and published by Springer Science & Business Media. This book was released on 2012-09-26 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes computing innovation, using non-volatile memory for a sustainable world. It appeals to both computing engineers and device engineers by describing a new means of lower power computing innovation, without sacrificing performance over conventional low-voltage operation. Readers will be introduced to methods of design and implementation for non-volatile memory which allow computing equipment to be turned off normally when not in use and to be turned on instantly to operate with full performance when needed.

Computing with Memory for Energy-Efficient Robust Systems

Author : Somnath Paul
Publisher : Springer Science & Business Media
ISBN 13 : 1461477980
Total Pages : 210 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Computing with Memory for Energy-Efficient Robust Systems by : Somnath Paul

Download or read book Computing with Memory for Energy-Efficient Robust Systems written by Somnath Paul and published by Springer Science & Business Media. This book was released on 2013-09-07 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyzes energy and reliability as major challenges faced by designers of computing frameworks in the nanometer technology regime. The authors describe the existing solutions to address these challenges and then reveal a new reconfigurable computing platform, which leverages high-density nanoscale memory for both data storage and computation to maximize the energy-efficiency and reliability. The energy and reliability benefits of this new paradigm are illustrated and the design challenges are discussed. Various hardware and software aspects of this exciting computing paradigm are described, particularly with respect to hardware-software co-designed frameworks, where the hardware unit can be reconfigured to mimic diverse application behavior. Finally, the energy-efficiency of the paradigm described is compared with other, well-known reconfigurable computing platforms.

Deep In-memory Computing

Author : Mingu Kang
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Deep In-memory Computing by : Mingu Kang

Download or read book Deep In-memory Computing written by Mingu Kang and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nanoscale Devices

Author : Brajesh Kumar Kaushik
Publisher : CRC Press
ISBN 13 : 1351670212
Total Pages : 414 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Nanoscale Devices by : Brajesh Kumar Kaushik

Download or read book Nanoscale Devices written by Brajesh Kumar Kaushik and published by CRC Press. This book was released on 2018-11-16 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary aim of this book is to discuss various aspects of nanoscale device design and their applications including transport mechanism, modeling, and circuit applications. . Provides a platform for modeling and analysis of state-of-the-art devices in nanoscale regime, reviews issues related to optimizing the sub-nanometer device performance and addresses simulation aspect and/or fabrication process of devices Also, includes design problems at the end of each chapter

Neuromorphic Computing and Beyond

Author : Khaled Salah Mohamed
Publisher : Springer Nature
ISBN 13 : 3030372243
Total Pages : 241 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Neuromorphic Computing and Beyond by : Khaled Salah Mohamed

Download or read book Neuromorphic Computing and Beyond written by Khaled Salah Mohamed and published by Springer Nature. This book was released on 2020-01-25 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses and compares several new trends that can be used to overcome Moore’s law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing. The author shows how these paradigms are used to enhance computing capability as developers face the practical and physical limitations of scaling, while the demand for computing power keeps increasing. The discussion includes a state-of-the-art overview and the essential details of each of these paradigms.

In-Memory Computing Hardware Accelerators for Data-Intensive Applications

Author : Baker Mohammad
Publisher : Springer Nature
ISBN 13 : 303134233X
Total Pages : 145 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis In-Memory Computing Hardware Accelerators for Data-Intensive Applications by : Baker Mohammad

Download or read book In-Memory Computing Hardware Accelerators for Data-Intensive Applications written by Baker Mohammad and published by Springer Nature. This book was released on 2023-10-27 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the state-of-the-art of technology and research on In-Memory Computing Hardware Accelerators for Data-Intensive Applications. The authors discuss how processing-centric computing has become insufficient to meet target requirements and how Memory-centric computing may be better suited for the needs of current applications. This reveals for readers how current and emerging memory technologies are causing a shift in the computing paradigm. The authors do deep-dive discussions on volatile and non-volatile memory technologies, covering their basic memory cell structures, operations, different computational memory designs and the challenges associated with them. Specific case studies and potential applications are provided along with their current status and commercial availability in the market.

In-Memory Data Management

Author : Hasso Plattner
Publisher : Springer Science & Business Media
ISBN 13 : 3642295746
Total Pages : 286 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis In-Memory Data Management by : Hasso Plattner

Download or read book In-Memory Data Management written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2012-05-14 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines for the first time, the ways that in-memory computing is changing the way businesses are run. The authors describe techniques that allow analytical and transactional processing at the speed of thought and enable new ways of doing business.

In-Memory Data Management

Author : Hasso Plattner
Publisher : Springer Science & Business Media
ISBN 13 : 3642193633
Total Pages : 245 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis In-Memory Data Management by : Hasso Plattner

Download or read book In-Memory Data Management written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2011-03-08 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last 50 years the world has been completely transformed through the use of IT. We have now reached a new inflection point. Here we present, for the first time, how in-memory computing is changing the way businesses are run. Today, enterprise data is split into separate databases for performance reasons. Analytical data resides in warehouses, synchronized periodically with transactional systems. This separation makes flexible, real-time reporting on current data impossible. Multi-core CPUs, large main memories, cloud computing and powerful mobile devices are serving as the foundation for the transition of enterprises away from this restrictive model. We describe techniques that allow analytical and transactional processing at the speed of thought and enable new ways of doing business. The book is intended for university students, IT-professionals and IT-managers, but also for senior management who wish to create new business processes by leveraging in-memory computing.

Programming Persistent Memory

Author : Steve Scargall
Publisher : Apress
ISBN 13 : 1484249321
Total Pages : 384 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 384 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.

Nanoscale Electronic Devices and Their Applications

Author : Khurshed Ahmad Shah
Publisher : CRC Press
ISBN 13 : 1000163563
Total Pages : 268 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Nanoscale Electronic Devices and Their Applications by : Khurshed Ahmad Shah

Download or read book Nanoscale Electronic Devices and Their Applications written by Khurshed Ahmad Shah and published by CRC Press. This book was released on 2020-08-03 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanoscale Electronic Devices and Their Applications helps readers acquire a thorough understanding of the fundamentals of solids at the nanoscale level in addition to their applications including operation and properties of recent nanoscale devices. This book includes seven chapters that give an overview of electrons in solids, carbon nanotube devices and their applications, doping techniques, construction and operational details of channel-engineered MOSFETs, and spintronic devices and their applications. Structural and operational features of phase-change memory (PCM), memristor, and resistive random-access memory (ReRAM) are also discussed. In addition, some applications of these phase-change devices to logic designs have been presented. Aimed at senior undergraduate students in electrical engineering, micro-electronics engineering, physics, and device physics, this book:  Covers a wide area of nanoscale devices while explaining the fundamental physics in these devices  Reviews information on CNT two- and three-probe devices, spintronic devices, CNT interconnects, CNT memories, and NDR in CNT FETs  Discusses spin-controlled devices and their applications, multi-material devices, and gates in addition to phase-change devices  Includes rigorous mathematical derivations of the semiconductor physics  Illustrates major concepts thorough discussions and various diagrams

Big Data Computing

Author : Rajendra Akerkar
Publisher : CRC Press
ISBN 13 : 1466578386
Total Pages : 562 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Big Data Computing by : Rajendra Akerkar

Download or read book Big Data Computing written by Rajendra Akerkar and published by CRC Press. This book was released on 2013-12-05 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to market forces and technological evolution, Big Data computing is developing at an increasing rate. A wide variety of novel approaches and tools have emerged to tackle the challenges of Big Data, creating both more opportunities and more challenges for students and professionals in the field of data computation and analysis. Presenting a mix

In-Memory Computing Technology a Complete Guide

Author : Gerardus Blokdyk
Publisher : 5starcooks
ISBN 13 : 9780655343851
Total Pages : 288 pages
Book Rating : 4.3/5 (438 download)

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Book Synopsis In-Memory Computing Technology a Complete Guide by : Gerardus Blokdyk

Download or read book In-Memory Computing Technology a Complete Guide written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2018-08-24 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does In-Memory Computing Technology analysis show the relationships among important In-Memory Computing Technology factors? Will In-Memory Computing Technology have an impact on current business continuity, disaster recovery processes and/or infrastructure? Are we using In-Memory Computing Technology to communicate information about our Cybersecurity Risk Management programs including the effectiveness of those programs to stakeholders, including boards, investors, auditors, and insurers? How do you determine the key elements that affect In-Memory Computing Technology workforce satisfaction? how are these elements determined for different workforce groups and segments? Explorations of the frontiers of In-Memory Computing Technology will help you build influence, improve In-Memory Computing Technology, optimize decision making, and sustain change This exclusive In-Memory Computing Technology self-assessment will make you the credible In-Memory Computing Technology domain adviser by revealing just what you need to know to be fluent and ready for any In-Memory Computing Technology challenge. How do I reduce the effort in the In-Memory Computing Technology work to be done to get problems solved? How can I ensure that plans of action include every In-Memory Computing Technology task and that every In-Memory Computing Technology outcome is in place? How will I save time investigating strategic and tactical options and ensuring In-Memory Computing Technology costs are low? How can I deliver tailored In-Memory Computing Technology advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all In-Memory Computing Technology essentials are covered, from every angle: the In-Memory Computing Technology self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that In-Memory Computing Technology outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced In-Memory Computing Technology practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in In-Memory Computing Technology are maximized with professional results. Your purchase includes access details to the In-Memory Computing Technology self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard, and... - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation ...plus an extra, special, resource that helps you with project managing. INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

In-Memory-Computing

Author : Saeideh Shirinzadeh
Publisher :
ISBN 13 : 9783031228797
Total Pages : 0 pages
Book Rating : 4.2/5 (287 download)

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Book Synopsis In-Memory-Computing by : Saeideh Shirinzadeh

Download or read book In-Memory-Computing written by Saeideh Shirinzadeh and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: