5 citations · 12 across the 10 of their papers we have counts for
17 papers
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…
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…
Scheduling of Real-Time Tasks with Multiple Critical Sections in Multiprocessor Systems
Jian-Jia Chen, Junjie Shi, Georg von der Brüggen +1
The performance of multiprocessor synchronization and locking protocols is a key factor to utilize the computation power of multiprocessor systems under real-time constraints. Whil…
SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory
Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler +5
Several emerging technologies for byte-addressable non-volatile memory (NVM) have been considered to replace DRAM as the main memory in computer systems during the last years. The…