54 citations · 68 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Tri-Compress: A Cascaded Data Compression Framework for Smart Electricity Distribution Systems
Syed Muhammad Atif, Anees Ahmed, Sameer Qazi
Modern smart distribution system requires storage, transmission and processing of big data generated by sensors installed in electric meters. On one hand, this data is essentially…
Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction
Atif Muhammad Syed, Sameer Qazi, Nicolas Gillis
Due to the iterative nature of most nonnegative matrix factorization (\textsc{NMF}) algorithms, initialization is a key aspect as it significantly influences both the convergence a…