AYBÜ Parallel Processing Laboratory (AYBU ParLab)
Welcome to AYBU Parlab!
At AYBU ParLab, our mission is to pioneer the development of parallel and combinatorial algorithms to tackle sparse linear systems of equations, enhancing their efficiency by minimizing total execution time and FLOP counts. Our research extends into the realms of Big Data and Machine Learning, where we craft parallel algorithms tailored for High-Performance Computing (HPC) supercomputers. These supercomputers feature a blend of shared and distributed memory architectures, and our designs aim to maximize their efficiency and throughput. Join us as we push the boundaries of computational performance and innovation.
Son Eklenen Yayınlar
Quadratic programming based partitioning for Block Cimmino with correct value representation
Turkish Journal of Electrical Engineering and Computer Sciences, cilt.31, sa.3, ss.596-611, 2023 (SCI-Expanded)
PARALLEL K-MEANS CLUSTERING WITH NAÏVE SHARDING FOR UNSUPERVISED IMAGE SEGMENTATION VIA MPI
Mühendislik Bilimleri ve Tasarım Dergisi, cilt.8, sa.3, ss.791-798, 2020 (Hakemli Dergi)
Parallel solution of Lambert’s problem using modified Chebyshev-Picard iteration method
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, cilt.11, sa.4, ss.871-878, 2022 (Hakemli Dergi)
Enhancing Block Cimmino for Sparse Linear Systems with Dense Columns via Schur Complement
SIAM JOURNAL OF SCIENTIFIC COMPUTING, cilt.45, sa.2, ss.49-72, 2023 (SCI-Expanded)
PARTITIONING AND REORDERING FOR SPIKE-BASED DISTRIBUTED-MEMORY PARALLEL GAUSS-SEIDEL
SIAM Journal on Scientific Computing, cilt.44, sa.2, 2022 (SCI-Expanded)
Improving Parallel Performance of Softmax in Heterogeneous Systems through Workload Tuning
BAŞARIM 2024 -8th High-Performance Computing Conference, Ankara, Türkiye, 15 Mayıs 2024, (Tam Metin Bildiri)
Leveraging Machine Learning to Achieve Efficient Partitioning for a Parallel Hybrid Solver
BAŞARIM 2024 -8th High-Performance Computing Conference, Ankara, Türkiye, 15 Mayıs 2024, (Tam Metin Bildiri)
A distributed memory parallel randomized Kaczmarz for sparse system of equations
Concurrency and Computation: Practice and Experience, cilt.36, sa.25, 2024 (SCI-Expanded)
Effect of Block Matching 3D Filtering (BM3D) on Multiplicative Algebraic Reconstruction Technique (MART) for Computed Tomography (CT) Image Reconstruction
2nd International Conference on Innovative Academic Studies, Konya, Türkiye, 28 Ocak 2023, cilt.2023, ss.412-416, (Tam Metin Bildiri)
Row Replicated Block Cimmino
SIAM JOURNAL OF SCIENTIFIC COMPUTING, cilt.45, sa.4, ss.207-232, 2023 (SCI-Expanded)
Quadratic programming based partitioning for Block Cimmino with correct value representation
Turkish Journal of Electrical Engineering and Computer Sciences, cilt.31, sa.3, ss.596-611, 2023 (SCI-Expanded)
PARALLEL K-MEANS CLUSTERING WITH NAÏVE SHARDING FOR UNSUPERVISED IMAGE SEGMENTATION VIA MPI
Mühendislik Bilimleri ve Tasarım Dergisi, cilt.8, sa.3, ss.791-798, 2020 (Hakemli Dergi)
Parallel solution of Lambert’s problem using modified Chebyshev-Picard iteration method
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, cilt.11, sa.4, ss.871-878, 2022 (Hakemli Dergi)
Enhancing Block Cimmino for Sparse Linear Systems with Dense Columns via Schur Complement
SIAM JOURNAL OF SCIENTIFIC COMPUTING, cilt.45, sa.2, ss.49-72, 2023 (SCI-Expanded)
PARTITIONING AND REORDERING FOR SPIKE-BASED DISTRIBUTED-MEMORY PARALLEL GAUSS-SEIDEL
SIAM Journal on Scientific Computing, cilt.44, sa.2, 2022 (SCI-Expanded)
Improving Parallel Performance of Softmax in Heterogeneous Systems through Workload Tuning
BAŞARIM 2024 -8th High-Performance Computing Conference, Ankara, Türkiye, 15 Mayıs 2024, (Tam Metin Bildiri)
Leveraging Machine Learning to Achieve Efficient Partitioning for a Parallel Hybrid Solver
BAŞARIM 2024 -8th High-Performance Computing Conference, Ankara, Türkiye, 15 Mayıs 2024, (Tam Metin Bildiri)
A distributed memory parallel randomized Kaczmarz for sparse system of equations
Concurrency and Computation: Practice and Experience, cilt.36, sa.25, 2024 (SCI-Expanded)
Effect of Block Matching 3D Filtering (BM3D) on Multiplicative Algebraic Reconstruction Technique (MART) for Computed Tomography (CT) Image Reconstruction
2nd International Conference on Innovative Academic Studies, Konya, Türkiye, 28 Ocak 2023, cilt.2023, ss.412-416, (Tam Metin Bildiri)
Row Replicated Block Cimmino
SIAM JOURNAL OF SCIENTIFIC COMPUTING, cilt.45, sa.4, ss.207-232, 2023 (SCI-Expanded)