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Mario Günzel

8 papers hereh-index 11292 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.DC3
  • cs.LG2
  • cs.DS1
  • cs.OS1
  • cs.RO1
same name
  • Mario Günzel — 1 paper
  • Mario Günzel — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedTowards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks

3 citations · 6 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.OS2021★ 2 cited

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…

cs.LG2021★ 1 cited

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…

cs.DC2021

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…

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