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https://doi.org/10.1142/9789814699020_0010Cited by:0 (Source: Crossref)
Abstract:

The following sections are included:

  • Introduction

  • 3D Bandwidth and Voltage-swing Management

    • System Architecture

    • Problem Formulation

  • Signal I/O Bandwidth Management

    • Memory-access Data-pattern

      • LLC MPKI Pattern

      • Quality of Service

    • Reconfigurable Memory Controller

      • Space Multiplexing: Channel Allocation

      • Time Multiplexing: Time-slot Allocation

      • Space-Time Multiplexing based I/O Bandwidth Management

  • Signal I/O Voltage-swing Management

    • Reinforcement Q-learning

      • Q-learning Theory

      • System Model

      • Adaptive I/O Voltage-swing Tuning

      • Accelerated Q-learning

      • Comparison of Adaptive Tuning by Conventional and Accelerated Q-learning

  • Summary