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researcher

Dennis Grinwald

2 papers hereh-index 595 citations6 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedCarbon-Aware Quality Adaptation for Energy-Intensive Services

10 citations · 10 across the 1 of their papers we have counts for

collaborators

2 papers

cs.DC2026★ 10 cited

Carbon-Aware Quality Adaptation for Energy-Intensive Services

Philipp Wiesner, Dennis Grinwald, Philipp Weiß +3

The energy demand of modern cloud services, particularly those related to generative AI, is increasing at an unprecedented pace. To date, carbon-aware computing strategies have pri…

cs.LG2025

Federated Learning over Connected Modes

Dennis Grinwald, Philipp Wiesner, Shinichi Nakajima

Statistical heterogeneity in federated learning poses two major challenges: slow global training due to conflicting gradient signals, and the need of personalization for local dist…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.