RelatedWork.tex 1.8 KB

1234567891011121314
  1. \section{Related Work}
  2. \label{sec:related_work}
  3. This work can be compared to the existing modeling-based approaches that estimate the latency or efficiency of the intermittent systems~\cite{kimRapid2024,houTale2024,erataETAP2023,ghasemiPES2023,sanmiguelEH2018a,sanmiguelEH2018}.
  4. The primary focus of these works is to find the most efficient design configurations (e.g., capacitor size, input power or checkpoint techniques~\cite{kimRapid2024}) for the given application.
  5. Zhan et al.~\cite{zhanExploring2022} especially focused on the tradeoff of capacitor size and the forward progress.
  6. However, the modelings in these works assume the entire energy discharged in the capacitor is used in the computing systems, overlooking the buffering effects that are addressed in this work.
  7. Furthermore, this work propose several practical guidelines that can improve the efficiency of the existing techniques with minimal efforts.
  8. In some works that do not have a dedicated power management system and directly supply unregulated power to the computing system~\cite{balsamoHibernus2015,balsamoHibernus2016,netoDiCA2023,raffeckCO2CoDe2024,reymondEarlyBird2024}, the MCU operating voltage (Vdd) has been used for checkpoint signals.
  9. This is natural in these works since the voltage of the energy storage is always same as Vdd and the MCU operates in varying voltage levels.
  10. On the other hand, our work demonstrates that considering sub-normal voltage operation is also important in the systems with a regulated power supply, which is the majority.
  11. % Especially, this work reveals that these impacts come from the buffering effects of the inherent capacitance, which are not exist in these works.
  12. Also, we address the impacts of sub-normal voltage execution to correctness and efficiency of software designs, along with the suggestions to exploit such impacts.