Nabil Abubaker

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Nabil Abubaker, Torsten Hoefler

CoRR, 2024

Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication.

Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboosh, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler

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.

Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat

IEEE Trans. Knowl. Data Eng., October, 2023

Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering.

Nabil Abubaker, Orhun Caglayan, M. Ozan Karsavuran, Cevdet Aykanat

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)

Nabil Abubaker

PhD thesis, 2022

Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition.

Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2022

2021

True Load Balancing for Matricized Tensor Times Khatri-Rao Product.

Nabil Abubaker, Seher Acer, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2021

2019

Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures.

Nabil Abubaker, Kadir Akbudak, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2019

2017

Privacy-preserving fog computing paradigm.

Nabil Abubaker, Leonard Dervishi, Erman Ayday

Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017