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researcher

V. Abeykoon

10 papers hereh-index 10231 citations22 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.DC9
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedHigh Performance Dataframes from Parallel Processing Patterns

7 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2019 · cs.DCShow all

1 paper · 2 filters

cs.DC2019

Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM

Vibhatha Abeykoon, Geoffrey Fox, Minje Kim

Understanding the bottlenecks in implementing stochastic gradient descent (SGD)-based distributed support vector machines (SVM) algorithm is important in training larger data sets.…

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