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Dumitru Roman

4 papers hereh-index 6103 citations28 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DC3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedScheduling of Distributed Applications on the Computing Continuum: A Survey

6 citations · 6 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2025

Fiaingen: A financial time series generative method matching real-world data quality

Jože M. Rožanec, Tina Žezlin, Laurentiu Vasiliu +3

Data is vital in enabling machine learning models to advance research and practical applications in finance, where accurate and robust models are essential for investment and tradi…

cs.DC2025

ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction

Narges Mehran, Nikolay Nikolov, Radu Prodan +4

The increased usage of Internet of Things devices at the network edge and the proliferation of microservice-based applications create new orchestration challenges in Edge computing…

cs.DC2024★ 6 cited

Scheduling of Distributed Applications on the Computing Continuum: A Survey

Narges Mehran, Dragi Kimovski, Hermann Hellwagner +3

The demand for distributed applications has significantly increased over the past decade, with improvements in machine learning techniques fueling this growth. These applications p…

cs.DC2024

Comparison of Microservice Call Rate Predictions for Replication in the Cloud

Narges Mehran, Arman Haghighi, Pedram Aminharati +4

Today, many users deploy their microservice-based applications with various interconnections on a cluster of Cloud machines, subject to stochastic changes due to dynamic user requi…

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