DataFlow supercomputing essentials : research, development and education /: research, development and education. (2017)

• Record Type: Book
• Further Information: Note: Veljko Milutinovic [and others].
• Other Names: Milutinović, Veljko
• Contents: Preface; Dataflow Taxonomy; Maxeler; Research Issues; Application Issues; Conclusion; Contents; Part I Research; 1 Maxeler AppGallery Revisited; 1.1 Introduction; 1.2 Maxeler AppGallery; 1.2.1 Data Analytics Category; 1.2.1.1 Sequential Monte Carlo; 1.2.1.2 Real-Time VaR Monitoring; 1.2.1.3 Boosted Decision Tree Classifier; 1.2.1.4 Heston Option Pricer; 1.2.2 Engineering Category; 1.2.2.1 Motion Estimation; 1.2.2.2 Real-time 4k Ultra HD Video; 1.2.2.3 Gzip Compression. 1.2.3 Low Latency Transaction Processing Category1.2.3.1 HFTDemo; 1.2.4 Networking Category; 1.2.4.1 High-Speed Packet Capture; 1.2.4.2 Packet Pusher; 1.2.4.3 Low-Latency HTTP Web Server; 1.2.5 Science Category; 1.2.5.1 Reverse Time Migration; 1.2.5.2 Network Sorting; 1.2.5.3 Localization Microscopy; 1.2.6 Security Category; 1.2.6.1 Fully Homomorphic Encryption; References; 2 Discrepancy Reduction Between the Topology of Dataflow Graph and the Topology of FPGA Structure; 2.1 Introduction; 2.2 Dataflow Graph. 2.3 Getting to Accelerated Application: Maxeler Way2.4 Simulation Debugging; 2.4.1 Simulation Watches; 2.4.2 Simulation printf; 2.5 Hardware Debugging; 2.5.1 DFE printf; 2.6 Advanced Debugging; 2.6.1 Introduction; 2.6.2 Kernel Halted on Input; 2.6.3 Kernel Halted on Output; 2.6.4 Stream Status Blocks; 2.6.5 Deadlock; 2.6.5.1 Deadlock Due To: Kernel Has Scheduled an Input Before an Output; 2.6.5.2 Deadlock Due to: FIFO Ends Up Full; 2.7 Effects of Inconsistency Between Simulation and Hardware; 2.7.1 Uninitialized Elements. 2.7.2 Race Condition2.8 Embedded DFE Optimizations; 2.8.1 Kernel Optimizations; 2.8.1.1 Holistic Optimization; 2.8.1.2 Push-Pop Optimizations; 2.8.1.3 Placement Constraints; 2.8.1.4 Input Registering; 2.8.1.5 Per-Stream Optimizations; 2.8.2 Manager Optimizations; 2.8.2.1 LMem Clock Frequency; 2.8.2.2 Stream Clock Frequency; 2.9 Global DFE Optimization Practices: Getting Maximum Performance; 2.9.1 Introduction; 2.9.2 Dataflow Computing Strategy; 2.9.3 Fitting Procedure; 2.9.3.1 Techniques to Fit Designs Onto DFE. 2.9.4 How to Make it Fit?2.9.4.1 Stage 1: DFE Logic Utilization>100%: Macro-optimization; 2.9.4.2 Stage 2: DFE Logic Utilization>80% and <100%, Micro-optimizations; 2.9.4.3 Stage 3: DFE Logic Utilization <80%, Frequency Optimization; 2.9.5 Optimizing Memory Bound Applications: Data Size; 2.9.5.1 Differences in Memory Controllers of Different Cards; 2.9.5.2 Data-Specific Compression; 2.9.5.3 Data Encoding; 2.9.5.4 Reorganization of the Order of Computations; 2.9.6 Optimizing Compute Performance: Clock Frequency.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 004.1/1; Computer science; Supercomputers; High performance computing; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; High performance computing; Supercomputers; Computers -- Hardware -- Handheld Devices; Computers -- Computer Engineering; Computers -- Database Management -- General; Systems analysis & design; Computer science; Databases; Operating systems (Computers); Computer system performance; Big data; Computers -- Operating Systems -- General; Operating systems; Electronic book; Electronic books
• Languages: English
• ISBNs: 9783319661285; 3319661280
• Related ISBNs: 9783319661278; 3319661272
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.