24 citations · 58 across the 23 of their papers we have counts for
6 papers · 1 filter
EDF-Like Scheduling for Self-Suspending Real-Time Tasks
Mario Günzel, Kuan-Hsun Chen, Jian-Jia Chen
In real-time systems, schedulability tests are utilized to provide timing guarantees. However, for self-suspending task sets, current suspension-aware schedulability tests are limi…
Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach
Raphael Freymann, Junjie Shi, Jian-Jia Chen +1
Due to the growing popularity of the Internet of Things, edge computing concept has been widely studied to relieve the load on the original cloud and networks while improving the s…
Supporting Multiprocessor Resource Synchronization Protocols in RTEMS
Junjie Shi, Jan Duy Thien Pham, Malte Münch +3
When considering recurrent tasks in real-time systems, concurrent accesses to shared resources, can cause race conditions or data corruptions. Such a problem has been extensively s…
Universal Approximation Theorems of Fully Connected Binarized Neural Networks
Mikail Yayla, Mario Günzel, Burim Ramosaj +1
Neural networks (NNs) are known for their high predictive accuracy in complex learning problems. Beside practical advantages, NNs also indicate favourable theoretical properties su…
Bit Error Tolerance Metrics for Binarized Neural Networks
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen +5
To reduce the resource demand of neural network (NN) inference systems, it has been proposed to use approximate memory, in which the supply voltage and the timing parameters are tu…
Response-Time Analysis and Optimization for Probabilistic Conditional Parallel DAG Tasks
Niklas Ueter, Mario Günzel, Jian-Jia Chen
Real-time systems increasingly use multicore processors in order to satisfy thermal, power, and computational requirements. To exploit the architectural parallelism offered by the…