3D-DRESD R4R
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3D-DRESD R4R

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    3D-DRESD R4R 3D-DRESD R4R Presentation Transcript

    • SEU M itigation for SRAM-B ased FPGAs through D ynamic P artial R econfiguration - 3D-DRESD Second Edition -
    • Motivations
      • Designing reliable systems implemented on FPGAs, able to cope with the effects of faults caused by radiations
        • Appling already known and well studied detection and recovery techniques to novel scenarios
        • Exploiting dynamic partial reconfiguration to trigger the reconfiguration of the affected portion of the architecture
          • … while the rest of the system is still working
          • … without need to entirely reprogrammed the system
    • Outline
      • Goals
      • Starting point
        • Fault tolerance and reliability
        • Reconfigurable architecture
        • Related work
      • The proposed approach
        • Requirements
        • Solution space exploration
      • Project roadmap
        • Completed steps
        • Work in progress
      • Other works
      • Conclusions and Future Work
    • Goals
      • Design space exploration w.r.t. reliability
        • Apply traditional, sound techniques in a different context, exploiting the peculiarity of the platform
        • Evaluate the alternative designs, comparing costs, performance and fault detection properties
        • Support the designer in selecting the most convenient solution
    • Fault Model && Reliability
      • Adopted fault model
        • Radiation and  -particles caused
        • Single Event Transient (SET), Single Event Upset (SEU)
      • Bit-flip
        • Temporary – data and control registers
        • Permanent – configuration memory
    • Reconfigurable Scenario
      • FPGAs:
        • Xilinx family
          • (Virtex, VirtexII, VirtexIIPro, Virtex4, ...)
      • Reconfiguration
        • Modular design flow
          • E.g., Early Access Partial Reconfiguration (EAPR)
    • Related Work
      • TMR at different levels of abstraction replication of the entire circuit or of each register
      • Periodic bitstream scrubbing
      • Bitstream readback
        • Area overhead, latency in recovering and power consumption
    • Proposed Approach
      • Fault detection and masking
        • Duplication with comparison (DWC)
        • Triple Modular Redundancy (TMR)
        • Redundant Codes
        • presented in the 70s and 80s
      • Recovery
        • Partial dynamic reconfiguration
    • Requirements
      • Fault detection and characterization
        • Identification of a mismatch
        • Detect if transient or permanent
      • Fault localization
        • Identification of the portion of the device where the fault occurred
      • Partial reconfiguration
        • Reconfiguration of the smallest portion of the FPGA if fault effect is characterized as permanent
    • Design Space Exploration
      • Several solutions with applying DWC
      • Several solutions with applying TMR
    • Design Space Exploration
      • Discarding of disadvantageous solutions
        • For instance, elimination of not required error controlling modules (E.g.: voters)
    • Design Space Exploration
      • Presented issues lead to the definition of a framework for the design space exploration
      • It aims at
        • Estimating the costs and benefits deriving from the possible different solutions
        • Exploring the solution space on the based of several metrics
          • E.g.: size of the subsystems, size of the data widths
        • Identifying most promising solutions
      • Project roadmap:
      • Completed steps
    • Case Studies
      • Noekeon algorithm:
        • Block cipher ( 128-bit key, 128-bit block)
      • FIR filter:
        • Simple and regular architecture
    • A first attempt
      • Few solutions have been implemented
        • DWC (or TMR) has been adopted
        • Each solution proposes a different grouping of system modules and a different placement on reconfigurable areas
    • Exhaustive exploration of solution space
      • Considering TMR, all the possible solutions have been generated (not implemented!)
      • An all-to-all comparison have been performed to choose most promising ones and to discard least interesting
        • Area occupation has been taken into account as metric
        • Solution area have been estimated by adding single module area occupations
      • Project roadmap:
      • Work in progress
    • Exhaustive exploration of solution space
      • Designing an algorithm that
        • Enables a “smart” exploration of the solution space
        • Enable the search of the most promising solutions on the base of an objective function that considers cost/benefit metrics
        • Explores the design space considering more than one technique (E.g.: TMR, DWC, redundant codes)
    • Implementing the framework
      • A first draft
      RoadRunner Lib (TRC, ...) Project Lib Top Module VHDL Transf. XML Mod. VHDL VHDL Parser VHDL Re-builder Mod. VHDL Rec Arch VHDL Graph Manipulator Rec Lib (TRC, ...) Component Syntheses Constraint File Builder Constr File Tranf. Rules (Rec, TMR,...)
    • Other works
      • Another related work deals with the design of a fault injector for FPGA
      • Motivations:
        • Reliability assessment is an important task when designing reliable embedded systems
        • It is usually performed by means of fault injector experiments
      • Requirements:
        • Stop the execution preserving system state
        • Inject a fault by downloading a partial bitstream
          • It should allow corruption of both data registers and configuration memory
        • Restart the execution
        • IMPORTANT ISSUES: osservability and controllability of fault injection
    • Conclusions and Future Work
      • We proposed guidelines for evaluating various alternatives for SEU mitigation techniques
      • We applied DWC and TMR to detect faults and partial dynamic reconfiguration to recover
      • We explored exhaustively the solution space considering a single technique
      • Next steps:
        • Automatic system partitioning in reliable areas
        • Gathering alternative concurrent error detection techniques
        • Designing an EAPR-based flow
    • Questions ?