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researcher

Derssie Mebratu

2 papers hereh-index 213 citations9 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 citedCWD: A Machine Learning based Approach to Detect Unknown Cloud Workloads

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DC2022★ 1 cited

CWD: A Machine Learning based Approach to Detect Unknown Cloud Workloads

Mohammad Hossain, Derssie Mebratu, Niranjan Hasabnis +3

Workloads in modern cloud data centers are becoming increasingly complex. The number of workloads running in cloud data centers has been growing exponentially for the last few year…

cs.LG2021

Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms

Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati +2

Modern deep learning (DL) applications are built using DL libraries and frameworks such as TensorFlow and PyTorch. These frameworks have complex parameters and tuning them to obtai…

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