M. Ozan Karsavuran

According to our database, M. Ozan Karsavuran authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stochastic Gradient Descent for matrix completion: Hybrid parallelization on shared- and distributed-memory systems.

Kemal Büyükkaya, M. Ozan Karsavuran, Cevdet Aykanat

Knowl. Based Syst., January, 2024

GPU Accelerated Sparse Cholesky Factorization.

M. Ozan Karsavuran, Esmond G. Ng, Barry W. Peyton

CoRR, 2024

Some new techniques to use in serial sparse Cholesky factorization algorithms.

M. Ozan Karsavuran, Esmond G. Ng, Barry W. Peyton, Jonathan L. Peyton

CoRR, 2024

2023

Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion.

Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat

IEEE Trans. Knowl. Data Eng., October, 2023

Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering.

Nabil Abubaker, Orhun Caglayan, M. Ozan Karsavuran, Cevdet Aykanat

IEEE Trans. Computers, October, 2023

2022

Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition.

Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2022

Simultaneous Computational and Data Load Balancing in Distributed-Memory Setting.

Mestan Firat Celiktug, M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat

SIAM J. Sci. Comput., 2022

2021

Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition.

M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2021

2020

Reducing communication overhead in sparse matrix and tensor computations (Seyrek matris ve tensör hesaplamalarında iletişim yükünün azaltılması)

M. Ozan Karsavuran

PhD thesis, 2020

Reduce Operations: Send Volume Balancing While Minimizing Latency.

M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2020

2016

Locality-Aware Parallel Sparse Matrix-Vector and Matrix-Transpose-Vector Multiplication on Many-Core Processors.

M. Ozan Karsavuran, Kadir Akbudak, Cevdet Aykanat

IEEE Trans. Parallel Distributed Syst., 2016