Tom Springer
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Design and Implementation of a Real-Time Rate-Based Task Scheduler for Real-Time Operating Systems: A Case Study with VxWorks Open
This paper details the implementation of a rate-based task scheduler into the VxWorks realtime operating system, intendedto enhance resource allocation for distributed real-time systems, such as IoT and embedded devices. Rate-based schedul…
Towards QoS-Based Embedded Machine Learning Open
Due to various breakthroughs and advancements in machine learning and computer architectures, machine learning models are beginning to proliferate through embedded platforms. Some of these machine learning models cover a range of applicati…
Clock Gating Flip-Flop using Embedded XoR Circuitry Open
Flip flops/Pulsed latches are one of the main contributors of dynamic power consumption. In this paper, a novel flip-flop (FF) using clock gating circuitry with embedded XOR, GEMFF, is proposed. Using post layout simulation with 45nm techn…
Hierarchical Scheduling for Real-Time Periodic Tasks in Symmetric Multiprocessing Open
In this paper, we present a new hierarchical scheduling framework for periodic tasks in symmetric multiprocessor (SMP) platforms. Partitioned and global scheduling are the two main approaches used by SMP based systems where global scheduli…
On-Device Deep Learning Inference for System-on-Chip (SoC) Architectures Open
As machine learning becomes ubiquitous, the need to deploy models on real-time, embedded systems will become increasingly critical. This is especially true for deep learning solutions, whose large models pose interesting challenges for tar…