Memory Management for Synthesis of DSP Software

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Publisher : CRC Press
ISBN 13 : 1420019473
Total Pages : 320 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Memory Management for Synthesis of DSP Software by : Praveen K. Murthy

Download or read book Memory Management for Synthesis of DSP Software written by Praveen K. Murthy and published by CRC Press. This book was released on 2018-12-14 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although programming in memory-restricted environments is never easy, this holds especially true for digital signal processing (DSP). The data-rich, computation-intensive nature of DSP makes memory management a chief and challenging concern for designers. Memory Management for Synthesis of DSP Software focuses on minimizing memory requirements during the synthesis of DSP software from dataflow representations. Dataflow representations are used in many popular DSP design tools, and the methods of this book can be applied in that context, as well as other contexts where dataflow is used. This book systematically reviews research conducted by the authors on memory minimization techniques for compiling synchronous dataflow (SDF) specifications. Beginning with an overview of the foundations of software synthesis techniques from SDF descriptions, it examines aggressive buffer-sharing techniques that take advantage of specific and quantifiable tradeoffs between code size and buffer size to achieve high levels of buffer memory optimization. The authors outline coarse-level strategies using lifetime analysis and dynamic storage allocation (DSA) for efficient buffer sharing as one approach and demonstrate the role of the CBP (consumed-before-produced) parameter at a finer level using a merging framework for buffer sharing. They present two powerful algorithms for combining these sharing techniques and then introduce techniques that are not restricted to the single appearance scheduling space of the other techniques. Extensively illustrated to clarify the mathematical concepts, Memory Management for Synthesis of DSP Software presents a comprehensive survey of state-of-the-art research in DSP software synthesis.

Custom Memory Management Methodology

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1475728492
Total Pages : 352 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Custom Memory Management Methodology by : Francky Catthoor

Download or read book Custom Memory Management Methodology written by Francky Catthoor and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main intention of this book is to give an impression of the state-of-the-art in system-level memory management (data transfer and storage) related issues for complex data-dominated real-time signal and data processing applications. The material is based on research at IMEC in this area in the period 1989- 1997. In order to deal with the stringent timing requirements and the data dominated characteristics of this domain, we have adopted a target architecture style and a systematic methodology to make the exploration and optimization of such systems feasible. Our approach is also very heavily application driven which is illustrated by several realistic demonstrators, partly used as red-thread examples in the book. Moreover, the book addresses only the steps above the traditional high-level synthesis (scheduling and allocation) or compilation (traditional or ILP oriented) tasks. The latter are mainly focussed on scalar or scalar stream operations and data where the internal structure of the complex data types is not exploited, in contrast to the approaches discussed here. The proposed methodologies are largely independent of the level of programmability in the data-path and controller so they are valuable for the realisation of both hardware and software systems. Our target domain consists of signal and data processing systems which deal with large amounts of data.

Software and Compilers for Embedded Systems

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Publisher : Springer
ISBN 13 : 3540399208
Total Pages : 406 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Software and Compilers for Embedded Systems by : Andreas Krall

Download or read book Software and Compilers for Embedded Systems written by Andreas Krall and published by Springer. This book was released on 2003-10-24 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the 7th International Workshop on Software and Compilers for Embedded Systems, SCOPES 2003, held in Vienna, Austria, September 24–26, 2003. Initially, the workshop was referred to as the International Workshop on Code Generation for Embedded Systems. The ?rst workshop took place in 1994 in Schloss Dagstuhl, Germany. From its beg- nings, the intention of the organizers was to create an atmosphere in which the researcherscould participateactively in dynamic discussionsand pro?t from the assembly of international experts in the ?eld. It was at the fourth workshop, in St. Goar, Germany, in 1999, that the spectrum of topics of interest for the workshop was extended, and not only code generation, but also software and compilers for embedded systems, were considered. The change in ?elds of interest led to a change of name, and this is when the present name was used for the ?rst time. Since then, SCOPES has been held again in St. Goar, Germany, in 2001; Berlin, Germany, in 2002; and this year, 2003, in Vienna, Austria. In response to the call for papers, 43 very strong papers from all over the world were submitted. The program committee selected 26 papers for pres- tation at SCOPES 2003. All submitted papers were reviewed by at least three experts in order to ensure the quality of the work presented at the workshop.

High Performance Computing - HiPC 2000

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Publisher : Springer
ISBN 13 : 354044467X
Total Pages : 574 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis High Performance Computing - HiPC 2000 by : Mateo Valero

Download or read book High Performance Computing - HiPC 2000 written by Mateo Valero and published by Springer. This book was released on 2003-06-29 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on High Performance Computing, HiPC 2000, held in Bangalore, India in December 2000. The 46 revised papers presented together with five invited contributions were carefully reviewed and selected from a total of 127 submissions. The papers are organized in topical sections on system software, algorithms, high-performance middleware, applications, cluster computing, architecture, applied parallel processing, networks, wireless and mobile communication systems, and large scale data mining.

High-Level Synthesis for Real-Time Digital Signal Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 1475722222
Total Pages : 311 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis High-Level Synthesis for Real-Time Digital Signal Processing by : Jan Vanhoof

Download or read book High-Level Synthesis for Real-Time Digital Signal Processing written by Jan Vanhoof and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Level Synthesis for Real-Time Digital Signal Processing is a comprehensive reference work for researchers and practicing ASIC design engineers. It focuses on methods for compiling complex, low to medium throughput DSP system, and on the implementation of these methods in the CATHEDRAL-II compiler. The emergence of independent silicon foundries, the reduced price of silicon real estate and the shortened processing turn-around time bring silicon technology within reach of system houses. Even for low volumes, digital systems on application-specific integrated circuits (ASICs) are becoming an economically meaningful alternative for traditional boards with analogue and digital commodity chips. ASICs cover the application region where inefficiencies inherent to general-purpose components cannot be tolerated. However, full-custom handcrafted ASIC design is often not affordable in this competitive market. Long design times, a high development cost for a low production volume, the lack of silicon designers and the lack of suited design facilities are inherent difficulties to manual full-custom chip design. To overcome these drawbacks, complex systems have to be integrated in ASICs much faster and without losing too much efficiency in silicon area and operation speed compared to handcrafted chips. The gap between system design and silicon design can only be bridged by new design (CAD). The idea of a silicon compiler, translating a behavioural system specification directly into silicon, was born from the awareness that the ability to fabricate chips is indeed outrunning the ability to design them. At this moment, CAD is one order of magnitude behind schedule. Conceptual CAD is the keyword to mastering the design complexity in ASIC design and the topic of this book.

Digital Signal Processing for Multimedia Systems

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Publisher : CRC Press
ISBN 13 : 1351830600
Total Pages : 806 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Digital Signal Processing for Multimedia Systems by : Keshab K. Parhi

Download or read book Digital Signal Processing for Multimedia Systems written by Keshab K. Parhi and published by CRC Press. This book was released on 2018-10-03 with total page 806 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses a wide selection of multimedia applications, programmable and custom architectures for the implementations of multimedia systems, and arithmetic architectures and design methodologies. The book covers recent applications of digital signal processing algorithms in multimedia, presents high-speed and low-priority binary and finite field arithmetic architectures, details VHDL-based implementation approaches, and more.

Readings in Hardware/Software Co-Design

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Author :
Publisher : Morgan Kaufmann
ISBN 13 : 1558607021
Total Pages : 714 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Readings in Hardware/Software Co-Design by : Giovanni De Micheli

Download or read book Readings in Hardware/Software Co-Design written by Giovanni De Micheli and published by Morgan Kaufmann. This book was released on 2002 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title serves as an introduction ans reference for the field, with the papers that have shaped the hardware/software co-design since its inception in the early 90s.

Modeling, Verification and Exploration of Task-Level Concurrency in Real-Time Embedded Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1461544378
Total Pages : 446 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Modeling, Verification and Exploration of Task-Level Concurrency in Real-Time Embedded Systems by : Filip Thoen

Download or read book Modeling, Verification and Exploration of Task-Level Concurrency in Real-Time Embedded Systems written by Filip Thoen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: system is a complex object containing a significant percentage of elec A tronics that interacts with the Real World (physical environments, humans, etc. ) through sensing and actuating devices. A system is heterogeneous, i. e. , is characterized by the co-existence of a large number of components of disparate type and function (for example, programmable components such as micro processors and Digital Signal Processors (DSPs), analog components such as AID and D/A converters, sensors, transmitters and receivers). Any approach to system design today must include software concerns to be viable. In fact, it is now common knowledge that more than 70% of the development cost for complex systems such as automotive electronics and communication systems are due to software development. In addition, this percentage is increasing constantly. It has been my take for years that the so-called hardware-software co-design problem is formulated at a too low level to yield significant results in shorten ing design time to the point needed for next generation electronic devices and systems. The level of abstraction has to be raised to the Architecture-Function co-design problem, where Function refers to the operations that the system is supposed to carry out and Architecture is the set of supporting components for that functionality. The supporting components as we said above are heteroge neous and contain almost always programmable components.

Data Access and Storage Management for Embedded Programmable Processors

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1475749031
Total Pages : 316 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Data Access and Storage Management for Embedded Programmable Processors by : Francky Catthoor

Download or read book Data Access and Storage Management for Embedded Programmable Processors written by Francky Catthoor and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Access and Storage Management for Embedded Programmable Processors gives an overview of the state-of-the-art in system-level data access and storage management for embedded programmable processors. The targeted application domain covers complex embedded real-time multi-media and communication applications. Many of these applications are data-dominated in the sense that their cost related aspects, namely power consumption and footprint are heavily influenced (if not dominated) by the data access and storage aspects. The material is mainly based on research at IMEC in this area in the period 1996-2001. In order to deal with the stringent timing requirements and the data dominated characteristics of this domain, we have adopted a target architecture style that is compatible with modern embedded processors, and we have developed a systematic step-wise methodology to make the exploration and optimization of such applications feasible in a source-to-source precompilation approach.

Hardware/Software Co-Design

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Publisher : Springer Science & Business Media
ISBN 13 : 9400901879
Total Pages : 473 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Hardware/Software Co-Design by : Giovanni DeMicheli

Download or read book Hardware/Software Co-Design written by Giovanni DeMicheli and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concurrent design, or co-design of hardware and software is extremely important for meeting design goals, such as high performance, that are the key to commercial competitiveness. Hardware/Software Co-Design covers many aspects of the subject, including methods and examples for designing: (1) general purpose and embedded computing systems based on instruction set processors; (2) telecommunication systems using general purpose digital signal processors as well as application specific instruction set processors; (3) embedded control systems and applications to automotive electronics. The book also surveys the areas of emulation and prototyping systems with field programmable gate array technologies, hardware/software synthesis and verification, and industrial design trends. Most contributions emphasize the design methodology, the requirements and state of the art of computer aided co-design tools, together with current design examples.

Light Propagation in Periodic Media

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Publisher : CRC Press
ISBN 13 : 1482275910
Total Pages : 432 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Light Propagation in Periodic Media by : Michel Neviere

Download or read book Light Propagation in Periodic Media written by Michel Neviere and published by CRC Press. This book was released on 2018-10-03 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on more than 30 years of research on differential theories of gratings, this book describes developments in differential theory for applications in spectroscopy, acoustics, X-ray instrumentation, optical communication, information processing, photolithography, high-power lasers, high-precision engineering, and astronomy. Introducing the Fast Fourier Factorization approach to improve the convergence of a truncated series, the book examines multilayers, stacked gratings, crossed gratings, photonic crystals, and isotropic and anisotropic materials; techniques and examples in grating design; and Maxwell equations in a truncated Fourier space.

System-on-Chip for Real-Time Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 1461503515
Total Pages : 464 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis System-on-Chip for Real-Time Applications by : Wael Badawy

Download or read book System-on-Chip for Real-Time Applications written by Wael Badawy and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: System-on-Chip for Real-Time Applications will be of interest to engineers, both in industry and academia, working in the area of SoC VLSI design and application. It will also be useful to graduate and undergraduate students in electrical and computer engineering and computer science. A selected set of papers from the 2nd International Workshop on Real-Time Applications were used to form the basis of this book. It is organized into the following chapters: -Introduction; -Design Reuse; -Modeling; -Architecture; -Design Techniques; -Memory; -Circuits; -Low Power; -Interconnect and Technology; -MEMS. System-on-Chip for Real-Time Applications contains many signal processing applications and will be of particular interest to those working in that community.

Architectural and Operating System Support for Virtual Memory

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Publisher : Springer Nature
ISBN 13 : 3031017579
Total Pages : 168 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Architectural and Operating System Support for Virtual Memory by : Abhishek Bhattacharjee

Download or read book Architectural and Operating System Support for Virtual Memory written by Abhishek Bhattacharjee and published by Springer Nature. This book was released on 2022-05-31 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides computer engineers, academic researchers, new graduate students, and seasoned practitioners an end-to-end overview of virtual memory. We begin with a recap of foundational concepts and discuss not only state-of-the-art virtual memory hardware and software support available today, but also emerging research trends in this space. The span of topics covers processor microarchitecture, memory systems, operating system design, and memory allocation. We show how efficient virtual memory implementations hinge on careful hardware and software cooperation, and we discuss new research directions aimed at addressing emerging problems in this space. Virtual memory is a classic computer science abstraction and one of the pillars of the computing revolution. It has long enabled hardware flexibility, software portability, and overall better security, to name just a few of its powerful benefits. Nearly all user-level programs today take for granted that they will have been freed from the burden of physical memory management by the hardware, the operating system, device drivers, and system libraries. However, despite its ubiquity in systems ranging from warehouse-scale datacenters to embedded Internet of Things (IoT) devices, the overheads of virtual memory are becoming a critical performance bottleneck today. Virtual memory architectures designed for individual CPUs or even individual cores are in many cases struggling to scale up and scale out to today's systems which now increasingly include exotic hardware accelerators (such as GPUs, FPGAs, or DSPs) and emerging memory technologies (such as non-volatile memory), and which run increasingly intensive workloads (such as virtualized and/or "big data" applications). As such, many of the fundamental abstractions and implementation approaches for virtual memory are being augmented, extended, or entirely rebuilt in order to ensure that virtual memory remains viable and performant in the years to come.

Innovations in the Memory System

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627059695
Total Pages : 153 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Innovations in the Memory System by : Rajeev Balasubramonian

Download or read book Innovations in the Memory System written by Rajeev Balasubramonian and published by Morgan & Claypool Publishers. This book was released on 2019-09-10 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a tour through recent and prominent works regarding new DRAM chip designs and technologies, near data processing approaches, new memory channel architectures, techniques to tolerate the overheads of refresh and fault tolerance, security attacks and mitigations, and memory scheduling. The memory system will soon be a hub for future innovation. While conventional memory systems focused primarily on high density, other memory system metrics like energy, security, and reliability are grabbing modern research headlines. With processor performance stagnating, it is also time to consider new programming models that move some application computations into the memory system. This, in turn, will lead to feature-rich memory systems with new interfaces. The past decade has seen a number of memory system innovations that point to this future where the memory system will be much more than dense rows of unintelligent bits.

Design of Image Processing Embedded Systems Using Multidimensional Data Flow

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Publisher : Springer Science & Business Media
ISBN 13 : 1441971823
Total Pages : 324 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Design of Image Processing Embedded Systems Using Multidimensional Data Flow by : Joachim Keinert

Download or read book Design of Image Processing Embedded Systems Using Multidimensional Data Flow written by Joachim Keinert and published by Springer Science & Business Media. This book was released on 2010-11-18 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a new set of embedded system design techniques called multidimensional data flow, which combine the various benefits offered by existing methodologies such as block-based system design, high-level simulation, system analysis and polyhedral optimization. It describes a novel architecture for efficient and flexible high-speed communication in hardware that can be used both in manual and automatic system design and that offers various design alternatives, balancing achievable throughput with required hardware size. This book demonstrates multidimensional data flow by showing its potential for modeling, analysis, and synthesis of complex image processing applications. These applications are presented in terms of their fundamental properties and resulting design constraints. Coverage includes a discussion of how far the latter can be met better by multidimensional data flow than alternative approaches. Based on these results, the book explains the principles of fine-grained system level analysis and high-speed communication synthesis. Additionally, an extensive review of related techniques is given in order to show their relation to multidimensional data flow.

Programmable Digital Signal Processors

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Publisher : CRC Press
ISBN 13 : 9780203908068
Total Pages : 456 pages
Book Rating : 4.9/5 (8 download)

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Book Synopsis Programmable Digital Signal Processors by : Yu Hen Hu

Download or read book Programmable Digital Signal Processors written by Yu Hen Hu and published by CRC Press. This book was released on 2001-12-06 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Presents the latest developments in the prgramming and design of programmable digital signal processors (PDSPs) with very-long-instruction word (VLIW) architecture, algorithm formulation and implementation, and modern applications for multimedia processing, communications, and industrial control."

Low-Power CMOS Design

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Publisher : John Wiley & Sons
ISBN 13 : 0780334299
Total Pages : 656 pages
Book Rating : 4.7/5 (83 download)

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Book Synopsis Low-Power CMOS Design by : Anantha Chandrakasan

Download or read book Low-Power CMOS Design written by Anantha Chandrakasan and published by John Wiley & Sons. This book was released on 1998-02-11 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of important papers provides a comprehensive overview of low-power system design, from component technologies and circuits to architecture, system design, and CAD techniques. LOW POWER CMOS DESIGN summarizes the key low-power contributions through papers written by experts in this evolving field.