Privacy-preserving fog computing paradigm N Abubaker, L Dervishi, E Ayday 2017 IEEE Conference on Communications and Network Security (CNS), 502-509, 2017 | 25 | 2017 |
Spatiotemporal graph and hypergraph partitioning models for sparse matrix-vector multiplication on many-core architectures N Abubaker, K Akbudak, C Aykanat IEEE Transactions on Parallel and Distributed Systems 30 (2), 445-458, 2018 | 11 | 2018 |
True load balancing for matricized tensor times khatri-Rao product N Abubaker, S Acer, C Aykanat IEEE Transactions on Parallel and Distributed Systems 32 (8), 1974-1986, 2021 | 3 | 2021 |
Minimizing staleness and communication overhead in distributed SGD for collaborative filtering N Abubaker, O Caglayan, MO Karsavuran, C Aykanat IEEE Transactions on Computers, 2023 | 2 | 2023 |
Scaling stratified stochastic gradient descent for distributed matrix completion N Abubaker, MO Karsavuran, C Aykanat IEEE Transactions on Knowledge and Data Engineering, 2023 | 2 | 2023 |
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication L Gianinazzi, AN Ziogas, L Huang, P Luczynski, S Ashkboosh, F Scheidl, ... Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and …, 2024 | 1 | 2024 |
Scalable unsupervised ml: Latency hiding in distributed sparse tensor decomposition N Abubaker, MO Karsavuran, C Aykanat IEEE Transactions on Parallel and Distributed Systems 33 (11), 3028-3040, 2021 | 1 | 2021 |
Reordering methods for exploiting spatial and temporal localities in parallel sparse matrix-vector multiplication N AbuBaker PQDT-Global, 2016 | 1 | 2016 |
SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels N Abubaker, T Hoefler arXiv preprint arXiv:2404.19638, 2024 | | 2024 |
Novel algorithms and models for scaling parallel sparse tensor and matrix factorizations NFT Abubaker bilkent university, 2022 | | 2022 |