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Nabil Abubaker
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 7
Top Topics
Load Balancing
Sparse Matrix
Collaborative Filtering
Top Venues
IEEE Trans. Parallel Distributed Syst.
CNS
IEEE Trans. Computers
PPoPP
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Publications
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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
,
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)