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)

Reduce Operations: Send Volume Balancing While Minimizing Latency. - M. Ozan Karsavuran; Seher Acer; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2020)

Reducing communication overhead in sparse matrix and tensor computations (Seyrek matris ve tensör hesaplamalarında iletişim yükünün azaltılması) - M. Ozan Karsavuran (2020)

Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition. - M. Ozan Karsavuran; Seher Acer; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2021)

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)

Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. - Nabil Abubaker; M. Ozan Karsavuran; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2022)

Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering. - Nabil Abubaker; Orhun Caglayan; M. Ozan Karsavuran; Cevdet Aykanat (IEEE Trans. Computers, 2023)

Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion. - Nabil Abubaker; M. Ozan Karsavuran; Cevdet Aykanat (IEEE Trans. Knowl. Data Eng., 2023)

GPU Accelerated Sparse Cholesky Factorization. - M. Ozan Karsavuran; Esmond G. Ng; Barry W. Peyton (SC Workshops, 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)

Stochastic Gradient Descent for matrix completion: Hybrid parallelization on shared- and distributed-memory systems. - Kemal Büyükkaya; M. Ozan Karsavuran; Cevdet Aykanat (Knowl. Based Syst., 2024)

A comparison of two effective methods for reordering columns within supernodes. - M. Ozan Karsavuran; Esmond G. Ng; Barry W. Peyton (CoRR, 2025)