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A high-speed reusable quantized hardware accelerator design for CNN on constrained edge device

期刊: DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2023; 27 (3)

The most recent deep learning technique used in many applications is the convolutional neural network (CNN). Recent years have seen a rise in demand f......

Monitoring the performance of multicore embedded systems without disrupting its timing requirements

期刊: DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2023; 27 (4)

Monitoring the performance of multicore embedded systems is crucial to properly ensure their timing requirements. Collecting performance data is also ......

Scheduling and energy savings for small scale embedded FreeRTOS-based real-time systems

期刊: DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2023; 27 (1-2)

Evaluating the effectiveness of system scheduling and energy savings in embedded real-time systems with low-computing resources is the problem address......

Multiprovision: a Design Space Exploration tool for multi-tenant resource provisioning in CPU-GPU environments

期刊: DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2023; 27 (4)

Cloud warehouses are increasingly adopting CPU-GPU collaborative systems to leverage diverse types and levels of parallelism in applications. These en......

Predictable timing behavior of gracefully degrading automotive systems

期刊: DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2023; 27 (1-2)

Fail-operational behavior of safety-critical software for autonomous driving is essential as there is no driver available as a backup solution. In a f......

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