Nabil Abubaker

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Communication Overhead

Matrix Decomposition

Hypergraph Partitioning

Stochastic Gradient Descent

Top Venues

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Computers

Publications

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
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication. PPoPP (2024)
Nabil Abubaker, Torsten Hoefler
SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels. CoRR (2024)
Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboos, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication. CoRR (2024)
Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat
Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Nabil Abubaker, Orhun Caglayan, M. Ozan Karsavuran, Cevdet Aykanat
Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering. IEEE Trans. Computers 72 (10) (2023)
Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat
Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Nabil Abubaker, Seher Acer, Cevdet Aykanat
True Load Balancing for Matricized Tensor Times Khatri-Rao Product. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Nabil Abubaker, Kadir Akbudak, Cevdet Aykanat
Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures. IEEE Trans. Parallel Distributed Syst. 30 (2) (2019)
Nabil Abubaker, Leonard Dervishi, Erman Ayday
Privacy-preserving fog computing paradigm. CNS (2017)