Locality-aware parallel sparse matrix-vector and matrix-transpose-vector multiplication on many-core processors MO Karsavuran, K Akbudak, C Aykanat IEEE Transactions on Parallel and Distributed Systems 27 (6), 1713-1726, 2015 | 28 | 2015 |
Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition MO Karsavuran, S Acer, C Aykanat IEEE Transactions on Parallel and Distributed Systems, 1-1, 2020 | 12 | 2020 |
Reduce operations: Send volume balancing while minimizing latency MO Karsavuran, S Acer, C Aykanat IEEE Transactions on Parallel and Distributed Systems 31 (6), 1461-1473, 2020 | 4 | 2020 |
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 |
Stochastic gradient descent for matrix completion: Hybrid parallelization on shared-and distributed-memory systems K Büyükkaya, MO Karsavuran, C Aykanat Knowledge-Based Systems 283, 111176, 2024 | 1 | 2024 |
Minimizing staleness and communication overhead in distributed SGD for collaborative filtering N Abubaker, O Caglayan, MO Karsavuran, C Aykanat IEEE Transactions on Computers, 2023 | 1 | 2023 |
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 |
Simultaneous Computational and Data Load Balancing in Distributed-Memory Setting MF Çeliktuğ, MO Karsavuran, S Acer, C Aykanat SIAM Journal on Scientific Computing 44 (6), C399-C424, 2022 | | 2022 |
Reducing Communication Overhead in Sparse Matrix and Tensor Computations/Seyrek Matriş ve Tensör Hesaplamalarında Iletişim Yükünün Azaltılması MO Karsavuran Bilkent Universitesi (Turkey), 2020 | | 2020 |
Reducing Communication Overhead in Sparse Matrix and Tensor Computations MO Karsavuran PQDT-Global, 2020 | | 2020 |
Increasing data reuse in parallel sparse matrix-vector and matrix-transpose-vector multiply on shared-memory architectures MO Karsavuran PQDT-Global, 2014 | | 2014 |
Exploiting Matrix Reuse and Data Locality in Sparse Matrix-Vector and Matrix-Transpose-Vector Multiplication on Many-Core Architectures MO Karsavuran, K Akbudak, C Aykanat | | |