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Design, Implementation and Evaluation of a Configurable NoC for AcENoCS FPGA Accelerated Emulation Platform

Author : Swapnil Subhash Lotlikar
Publisher :
Page : pages
File Size : 36,83 MB
Release : 2011
Category :
ISBN :

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The heterogenous nature and the demand for extensive parallel processing in modern applications have resulted in widespread use of Multicore System-on-Chip (SoC) architectures. The emerging Network-on-Chip (NoC) architecture provides an energy-efficient and scalable communication solution for Multicore SoCs, serving as a powerful replacement for traditional bus-based solutions. The key to successful realization of such architectures is a flexible, fast and robust emulation platform for fast design space exploration. In this research, we present the design and evaluation of a highly configurable NoC used in AcENoCs (Accelerated Emulation platform for NoCs), a flexible and cycle accurate field programmable gate array (FPGA) emulation platform for validating NoC architectures. Along with the implementation details, we also discuss the various design optimizations and tradeoffs, and assess the performance improvements of AcENoCs over existing simulators and emulators. We design a hardware library consisting of routers and links using verilog hardware description language (HDL). The router is parameterized and has a configurable number of physical ports, virtual channels (VCs) and pipeline depth. A packet switched NoC is constructed by connecting the routers in either 2D-Mesh or 2D-Torus topology. The NoC is integrated in the AcENoCs platform and prototyped on Xilinx Virtex-5 FPGA. The NoC was evaluated under various synthetic and realistic workloads generated by AcENoCs' traffic generators implemented on the Xilinx MicroBlaze embedded processor. In order to validate the NoC design, performance metrics like average latency and throughput were measured and compared against the results obtained using standard network simulators. FPGA implementation of the NoC using Xilinx tools indicated a 76% LUT utilization for a 5x5 2D-Mesh network. A VC allocator was found to be the single largest consumer of hardware resources within a router. The router design synthesized at a frequency of 135MHz, 124MHz and 109MHz for 3-port, 4-port and 5-port configurations, respectively. The operational frequency of the router in the AcENoCs environment was limited only by the software execution latency even though the hardware itself could be clocked at a much higher rate. An AcENoCs emulator showed speedup improvements of 10000-12000X over HDL simulators and 5-15X over software simulators, without sacrificing cycle accuracy.

HW/SW Codesign and Design, Evaluation of Software Framework for AcENoCs

Author : Vinayak Pai
Publisher :
Page : pages
File Size : 38,17 MB
Release : 2011
Category :
ISBN :

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Majority of the modern day compute intensive applications are heterogeneous in nature. To support their ever increasing computational requirements, present day System-on-Chip (SoC) architectures have adapted multicore style of modeling, thereby incorporating multiple, heterogeneous processing cores on a single chip. The emerging Network-On-Chip (NoC) interconnect paradigm provides a scalable and power-efficient solution for communication among multiple cores, serving as a powerful replacement for traditional bus based architectures. A fast, robust and exible emulation platform is the key to successful realization and validation of such architectures within a very short span of time. This research focuses on various aspects of Hardware/Software (HW/SW) codesign for AcENoCs (Accelerated Emulation Platform for NoCs), a Field Programmable Gate Array (FPGA) accelerated, con gurable, cycle accurate platform for emulation and validation of NoC architectures. This work also details the design, implementation and evaluation of AcENoCs' software framework along with the various design optimizations carried out and tradeoffs considered in AcENoCs' HW/SW codesign for achieving an optimum balance between emulated network dimensions and emulation performance. AcENoCs emulation platform is realized on a Xilinx Virtex-5 FPGA. AcENoCs' hardware framework consists of the NoC built using con gurable hardware library components, while the software framework consists of Traffic Generators (TGs) and their associated source queues, Traffic Receptors (TRs) along with statistics analysis module and dynamically controlled emulation clock generator. The software framework is implemented using on-chip Xilinx MicroBlaze processor. This report also describes the interaction between various HW/SW events in an emulation cycle and assesses AcENoCs' performance speedup and tradeoffs over existing FPGA emulators and software simulators. FPGA synthesis results showed that networks with dimensions upto 5x5 could be accommodated inside the device. Varying synthetic traffic workloads, generated by TGs, were used to evaluate the network. Real application based traces were also run on AcENoCs platform to evaluate the performance improvement achieved in comparison to software simulators. For improving the emulator performance, software profling was carried out to identify and optimize the software components consuming highest number of processor cycles in an emulation cycle. Emulation testcases were run and latency values recorded for varying traffic patterns in order to evaluate AcENoCs platform. Experimental results showed emulation speedups in order of 10000-12000X over HDL (Hardware Description Language) simulators and 14-47X over software simulators, without sacrificing cycle accuracy.

SPAcENoCs

Author : Guangming Chen
Publisher :
Page : 52 pages
File Size : 50,2 MB
Release : 2013
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ISBN :

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The majority of modern high performance computing systems have employed on-chip multi-processors. As the number of on-chip cores soars, the traditional non- scalable communication infrastructures, commonly observed as shared buses or cross- bars, no longer accommodate the increasing communication demand by the modern multi-core chips. The newly emerging Network-On-Chip (NoC) interconnection scheme has provided a scalable, robust and power-efficient solution that also satisfies the requirements on both bandwidth and latency. A tool that enables swift exploration of the vast NoC design space is then in great demand to meet the stiff time pressure over research and development. Based on the work of AcENoCs, an NoC simulator designed on the basis of software and hardware codesign seeking for a large simulatable network size, the SPAcENoCs (Scalable Platform for FPGA Accelerated Emulator of NoCs) employs the Time-Division Multiplexing (TDM) techniques to implement a simulator for even larger NoCs without sacrificing simulation speed and cycle accuracy which have been highlighted in the work of AcENoCs. This paper will focus on re-organization of the given software/hardware codesigned frameworks so that the TDM techniques may be applied. While both frameworks require re-design, the major efforts involve re- construction of the hardware framework by adding data buffers and affiliated logic to ensure the data generated in different time divisions are properly preserved and trans- mitted. Various design tradeoffs over hardware budget and simulation performance are also discussed and attempted in this paper. During the development process, the techniques of device virtualization and generic programming are introduced to overcome the verification challenges that are commonly seen in software/hardware codesigned systems. The synthesis results of various design options suggested that the simulation of a 9 X 6 network, more than twice the size of largest applicable size in AcENoCs, can be accommodated by the device. Based on the simulation result of AcENoCs, the estimated speedup of SPAcENoCs over software simulator for the 9 X 6 NoC is around 28-94X, twice the one achieved by AcENoCs in a smaller network. The electronic version of this dissertation is accessible from http://hdl.handle.net/1969.1/149631

Applied Reconfigurable Computing

Author : Christian Hochberger
Publisher : Springer
Page : 418 pages
File Size : 49,94 MB
Release : 2019-04-02
Category : Computers
ISBN : 3030172279

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This book constitutes the proceedings of the 15th International Symposium on Applied Reconfigurable Computing, ARC 2019, held in Darmstadt, Germany, in April 2019. The 20 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 52 submissions. In addition, the volume contains 1 invited paper. The papers were organized in topical sections named: Applications; partial reconfiguration and security; image/video processing; high-level synthesis; CGRAs and vector processing; architectures; design frameworks and methodology; convolutional neural networks.

Applied Reconfigurable Computing

Author : Christian Hochberger
Publisher :
Page : 418 pages
File Size : 28,54 MB
Release : 2019
Category : Adaptive computing systems
ISBN : 9783030172282

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This book constitutes the proceedings of the 15th International Symposium on Applied Reconfigurable Computing, ARC 2019, held in Darmstadt, Germany, in April 2019. The 20 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 52 submissions. In addition, the volume contains 1 invited paper. The papers were organized in topical sections named: Applications; partial reconfiguration and security; image/video processing; high-level synthesis; CGRAs and vector processing; architectures; design frameworks and methodology; convolutional neural networks. --

Field-Programmable Logic and Applications

Author : Gordon Brebner
Publisher : Springer Science & Business Media
Page : 681 pages
File Size : 15,53 MB
Release : 2001-08-15
Category : Computers
ISBN : 3540424997

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This book constitutes the refereed proceedings of the 11th International Conference on Field-Programmable Logic and Application, FPL 2001, held in Belfast, Northern Ireland, UK, in August 2001. The 56 revised full papers and 15 short papers presented were carefully reviewed and selected from a total of 117 submissions. The book offers topical sections on architectural framework, place and route, architecture, DSP, synthesis, encryption, runtime reconfiguration, graphics and vision, networking, processor interaction, applications, methodology, loops and systolic, image processing, faults, and arithmetic.

FPGA-Accelerated Simulation of Computer Systems

Author : Hari Angepat
Publisher : Springer Nature
Page : 64 pages
File Size : 45,72 MB
Release : 2022-05-31
Category : Technology & Engineering
ISBN : 3031017447

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To date, the most common form of simulators of computer systems are software-based running on standard computers. One promising approach to improve simulation performance is to apply hardware, specifically reconfigurable hardware in the form of field programmable gate arrays (FPGAs). This manuscript describes various approaches of using FPGAs to accelerate software-implemented simulation of computer systems and selected simulators that incorporate those techniques. More precisely, we describe a simulation architecture taxonomy that incorporates a simulation architecture specifically designed for FPGA accelerated simulation, survey the state-of-the-art in FPGA-accelerated simulation, and describe in detail selected instances of the described techniques. Table of Contents: Preface / Acknowledgments / Introduction / Simulator Background / Accelerating Computer System Simulators with FPGAs / Simulation Virtualization / Categorizing FPGA-based Simulators / Conclusion / Bibliography / Authors' Biographies

2016 26th International Conference on Field Programmable Logic and Applications (FPL)

Author : IEEE Staff
Publisher :
Page : pages
File Size : 11,19 MB
Release : 2016-08-29
Category :
ISBN : 9781509008513

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The International Conference on Field Programmable Logic and Applications (FPL) is the first and largest conference covering the rapidly growing area of field programmable logic During the past 26 years, many of the advances achieved in reconfigurable system architectures, applications, embedded processors, design automation methods (EDA) and tools have been first published in the proceedings of the FPL conference series FPL 2016 will offer the following five conference tracks Architectures and Technology, Applications and Benchmarks, Design Methods and Tools, Self aware and Adaptive Systems, Surveys, Trends and Education

20th International Symposium on Quality Electronic Design (ISQED)

Author : IEEE Staff
Publisher :
Page : pages
File Size : 34,6 MB
Release : 2019-03-06
Category :
ISBN : 9781728103938

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20th International Symposium on Quality Electronic Design (ISQED 2019) is the premier interdisciplinary and multidisciplinary Electronic Design conference?bridges the gap among Electronic Semiconductor ecosystem members providing electronic design tools, integrated circuit technologies, semiconductor technology,packaging, assembly & test to achieve design quality

Evolutionary Scheduling

Author : Keshav Dahal
Publisher : Springer Science & Business Media
Page : 631 pages
File Size : 37,65 MB
Release : 2007-02-15
Category : Computers
ISBN : 3540485821

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Evolutionary scheduling is a vital research domain at the interface of artificial intelligence and operational research. This edited book gives an overview of many of the current developments in the large and growing field of evolutionary scheduling. It demonstrates the applicability of evolutionary computational techniques to solve scheduling problems, not only to small-scale test problems, but also fully-fledged real-world problems.