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Syed Muhammad Atif

7 papers hereh-index 8196 citations26 works total

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

author position
  • first author4
  • middle author2
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.NI2
  • cs.LG1
  • cs.SE1
  • eess.IV1
  • eess.SP1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedImproved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction

54 citations · 65 across the 7 of their papers we have counts for

collaborators
Showing cs.NIShow all

2 papers · 1 filter

cs.NI2021★ 7 cited

Structured Nonnegative Matrix Factorization for Traffic Flow Estimation of Large Cloud Networks

Syed Muhammad Atif, Nicolas Gillis, Sameer Qazi +1

Network traffic matrix estimation is an ill-posed linear inverse problem: it requires to estimate the unobservable origin destination traffic flows, X, given the observable link tr…

cs.NI2018★ 4 cited

A Novel Compressed Sensing Technique for Traffic Matrix Estimation of Software Defined Cloud Networks

Sameer Qazi, Syed Muhammad Atif, Muhammad Bilal Kadri

Traffic Matrix estimation has always caught attention from researchers for better network management and future planning. With the advent of high traffic loads due to Cloud Computi…

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