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Applied Reconfigurable Computing [electronic resource] :15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings /

Contributor(s): Hochberger, Christian [editor.] | Nelson, Brent [editor.] | Koch, Andreas [editor.] | Woods, Roger [editor.] | Diniz, Pedro [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 11444Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 1st ed. 2019.Description: XIII, 418 p. 217 illus., 110 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030172275.Subject(s): Computer Science | Computer hardware | Operating systems (Computers) | Software engineering | Computer network architectures | Artificial intelligence | Computer Hardware | Operating Systems | Software Engineering | Computer System Implementation | Special Purpose and Application-Based Systems | Artificial IntelligenceOnline resources: Click here to access online
Contents:
Applications -- Fault-Tolerant Architecture for On-Board Dual-Core Synthetic-Aperture Radar Imaging -- Optimizing CNN-based Hyperspectral Image Classification on FPGAs -- Supporting Columnar In-Memory Formats on FPGA: The Hardware Design of Fletcher for Apache Arrow -- A Novel Encoder for TDCs -- A Resource Reduced Application-Specific FPGA Switch -- Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications -- Partial Reconfiguration and Security -- Probabilistic Performance Modelling when using Partial Reconfiguration to Accelerate Streaming Applications with Non-Deterministic Task Scheduling -- Leveraging the Partial Reconfiguration Capability of FPGAs for Processor-Based Fail-Operational Systems -- (ReCo)Fuse Your PRC or Lose Security: Finally Reliable Reconfiguration-based Countermeasures on FPGAs -- Proof-Carrying Hardware versus the Stealthy Malicious LUT Hardware Trojan -- Secure Local Configuration of Intellectual Property Without a Trusted Third Party -- Image/Video Processing -- HiFlipVX: an Open Source High-Level Synthesis FPGA Library for Image Processing -- Real-time FPGA implementation of connected component labelling for a 4K video stream -- A Scalable FPGA-based Architecture for Depth Estimation in SLAM -- High-Level Synthesis -- Evaluating LULESH Kernels on OpenCL FPGA -- The TaPaSCo Open-Source Toolflow for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems -- Graph-based Code Restructuring Targeting HLS for FPGAs -- CGRAs and Vector Processing -- UltraSynth: Integration of a CGRA into a Control Engineering Environment -- Exploiting reconfigurable vector processing for energy-efficient computation in 3D-stacked memories -- Automatic Toolflow for VCGRA Generation to Enable CGRA Evaluation for Arithmetic Algorithms -- Architectures -- ReM: a Reconfigurable Multipotent Cell for New Distributed Reconfigurable Architectures -- Update or Invalidate: Influence of Coherence Protocols on Configurable HW Accelerators -- Design Frameworks and Methodology -- Hybrid Prototyping for Manycore Design and Validation -- Evaluation of FPGA Partitioning Schemes for Time and Space Sharing of Heterogeneous Tasks -- Invited Talk -- Third Party CAD Tools for FPGA Design | A Survey of the Current Landscape -- Convolutional Neural Networks -- Filter-wise Pruning Approach to FPGA Implementation of Fully Convolutional Network for Semantic Segmentation -- Exploring Data Size to Run Convolutional Neural Networks in Low Density FPGAs -- Faster Convolutional Neural Networks in Low Density FPGAs using Block Pruning.
In: Springer eBooksSummary: 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.
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Applications -- Fault-Tolerant Architecture for On-Board Dual-Core Synthetic-Aperture Radar Imaging -- Optimizing CNN-based Hyperspectral Image Classification on FPGAs -- Supporting Columnar In-Memory Formats on FPGA: The Hardware Design of Fletcher for Apache Arrow -- A Novel Encoder for TDCs -- A Resource Reduced Application-Specific FPGA Switch -- Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications -- Partial Reconfiguration and Security -- Probabilistic Performance Modelling when using Partial Reconfiguration to Accelerate Streaming Applications with Non-Deterministic Task Scheduling -- Leveraging the Partial Reconfiguration Capability of FPGAs for Processor-Based Fail-Operational Systems -- (ReCo)Fuse Your PRC or Lose Security: Finally Reliable Reconfiguration-based Countermeasures on FPGAs -- Proof-Carrying Hardware versus the Stealthy Malicious LUT Hardware Trojan -- Secure Local Configuration of Intellectual Property Without a Trusted Third Party -- Image/Video Processing -- HiFlipVX: an Open Source High-Level Synthesis FPGA Library for Image Processing -- Real-time FPGA implementation of connected component labelling for a 4K video stream -- A Scalable FPGA-based Architecture for Depth Estimation in SLAM -- High-Level Synthesis -- Evaluating LULESH Kernels on OpenCL FPGA -- The TaPaSCo Open-Source Toolflow for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems -- Graph-based Code Restructuring Targeting HLS for FPGAs -- CGRAs and Vector Processing -- UltraSynth: Integration of a CGRA into a Control Engineering Environment -- Exploiting reconfigurable vector processing for energy-efficient computation in 3D-stacked memories -- Automatic Toolflow for VCGRA Generation to Enable CGRA Evaluation for Arithmetic Algorithms -- Architectures -- ReM: a Reconfigurable Multipotent Cell for New Distributed Reconfigurable Architectures -- Update or Invalidate: Influence of Coherence Protocols on Configurable HW Accelerators -- Design Frameworks and Methodology -- Hybrid Prototyping for Manycore Design and Validation -- Evaluation of FPGA Partitioning Schemes for Time and Space Sharing of Heterogeneous Tasks -- Invited Talk -- Third Party CAD Tools for FPGA Design | A Survey of the Current Landscape -- Convolutional Neural Networks -- Filter-wise Pruning Approach to FPGA Implementation of Fully Convolutional Network for Semantic Segmentation -- Exploring Data Size to Run Convolutional Neural Networks in Low Density FPGAs -- Faster Convolutional Neural Networks in Low Density FPGAs using Block Pruning.

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.

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