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2020 – today
- 2024
[c2]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: 404-416- [i2]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 abs/2402.19364 (2024) - [i1]Nabil Abubaker, Torsten Hoefler:
SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels. CoRR abs/2404.19638 (2024) - 2023
- [j5]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): 2925-2937 (2023) - [j4]Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat:
Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion. IEEE Trans. Knowl. Data Eng. 35(10): 10603-10615 (2023) - 2022
- [b1]Nabil Abubaker:
Novel algorithms and models for scaling parallel sparse tensor and matrix factorizations (Paralel seyrek tensör ve matris ayrışımı için yeni yöntem ve modeller). İhsan Doğramacı Bilkent University, Turkey, 2022 - [j3]Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat:
Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 33(11): 3028-3040 (2022) - 2021
- [j2]Nabil Abubaker, Seher Acer, Cevdet Aykanat:
True Load Balancing for Matricized Tensor Times Khatri-Rao Product. IEEE Trans. Parallel Distributed Syst. 32(8): 1974-1986 (2021)
2010 – 2019
- 2019
- [j1]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): 445-458 (2019) - 2017
- [c1]Nabil Abubaker, Leonard Dervishi, Erman Ayday:
Privacy-preserving fog computing paradigm. CNS 2017: 502-509
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