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Showing 1 to 3 of 3 for “"Heterogeneous System-on-Chip"”.

  1. HarmonySched: Dynamically scheduling multiple concurrent machine learning models across a heterogeneous system on chip

    Increasing interest in Heterogeneous SoCs has led to the need to find more optimal ways to effectively use all the resources provided by such chips. Motivated by various AI applications, modern SoC systems integrate components such as GPUs and NPUs. Very few studies address scheduling multiple …

    uiuc Repository record for HarmonySched: Dynamically scheduling multiple concurrent machine learning models across a heterogeneous system on chip (opens in a new tab)

  2. Scheduling of Stream-Based Real-Time Applications for Heterogeneous Systems

    … battery life to their users. Heterogenous systems offer opportunities to solve this challenge. In this thesis, we study the scheduling of tasks in a real-time context on a heterogeneous system-on-chip. We develop a heuristic scheduling algorithm which minimizes the energy while still …

    uiuc Repository record for Scheduling of Stream-Based Real-Time Applications for Heterogeneous Systems (opens in a new tab)

  3. Hardware implementation and evaluation of the Spandex cache coherence protocol

    Emerging heterogeneous hardware systems and applications that have shared data between multiple CPU cores and computation accelerators bring the need for efficient and flexible cache coherence support. Since different devices like CPUs, GPUs and accelerators have diverse memory demands and …

    uiuc Repository record for Hardware implementation and evaluation of the Spandex cache coherence protocol (opens in a new tab)