Nabil Abubaker

Orcid: 0000-0002-5060-3059

According to our database1, Nabil Abubaker authored at least 9 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels.
CoRR, 2024

Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication.
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

2023
Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion.
IEEE Trans. Knowl. Data Eng., October, 2023

Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering.
IEEE Trans. Computers, October, 2023

2022
Novel algorithms and models for scaling parallel sparse tensor and matrix factorizations (Paralel seyrek tensör ve matris ayrışımı için yeni yöntem ve modeller)
PhD thesis, 2022

Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition.
IEEE Trans. Parallel Distributed Syst., 2022

2021
True Load Balancing for Matricized Tensor Times Khatri-Rao Product.
IEEE Trans. Parallel Distributed Syst., 2021

2019
Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures.
IEEE Trans. Parallel Distributed Syst., 2019

2017
Privacy-preserving fog computing paradigm.
Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017


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