Large Grain Parallel Conjugate Gradient Algorithms on a Hypercube Multiprocessor. - Cevdet Aykanat; Füsun Özgüner (ICPP, 1987)

Implementation of the conjugate gradient algorithm on a vector hypercube multiprocessor. - Cevdet Aykanat; Füsun Özgüner; D. S. Scott (C³P, 1988)

Logic fault simulation on a vector hypercube multiprocessor. - Füsun Özgüner; Cevdet Aykanat; O. Khalid (C³P, 1988)

A Reconfiguration Algorithm for Fault Tolerance in a Hypercube Multiprocessor. - Füsun Özgüner; Cevdet Aykanat (Inf. Process. Lett., 1988)

Iterative Algorithms for Solution of Large Sparse Systems of Linear Equations on Hypercubes. - Cevdet Aykanat; Füsun Özgüner; Fikret Erçal; P. Sadayappan (IEEE Trans. Computers, 1988)

Vectorization and parallelization of the conjugate gradient algorithm on hypercube-connected vector processors. - Cevdet Aykanat; Füsun Özgüner; D. S. Scott (Microprocessing and Microprogramming, 1990)

Parallelization of Lee's Routing Algorithm on a Hypercube Multicomputer. - Tahsin M. Kurç; Cevdet Aykanat; Fikret Erçal (EDMCC, 1991)

An Overlapped FFT Algorithm for Hypercube Multicomputers. - Cevdet Aykanat; Argun Dervis (ICPP (3), 1991)

Efficient Parallel Maze Routing Algorithms on a Hypercube Multicomputer. - Cevdet Aykanat; Tahsin M. Kurç (ICPP (3), 1991)

Circuit partitioning using parallel mean field annealing algorithms. - Tevfik Bultan; Cevdet Aykanat (SPDP, 1991)

A Fault-Tolerant Hexagonal Systolic Array. - Cevdet Aykanat; Füsun Özgüner (Inf. Process. Lett., 1992)

A New Mapping Heuristic Based on Mean Field Annealing. - Tevfik Bultan; Cevdet Aykanat (J. Parallel Distributed Comput., 1992)

Progressive refinement radiosity on ring-connected multicomputers. - Tolga K. Çapin; Cevdet Aykanat; Bülent Özgüç (PRS, 1993)

An Efficient Mapping Heuristic for Mesh-Connected Parallel Architectures Based on Mean Field Annealing. - Ismail Haritaoglu; Cevdet Aykanat (CONPAR, 1994)

A Global Routing Heuristic for FPGAs Based on Mean Field Annealing. - Ismail Haritaoglu; Cevdet Aykanat (FPL, 1994)

Routing Algorithms for IBM SP1. - Bülent Abali; Cevdet Aykanat (PCRCW, 1994)

Efficient parallel spatial subdivision algorithm for object-based parallel ray tracing. - Cevdet Aykanat; Veysi Isler; Bülent Özgüç (Comput. Aided Des., 1994)

Efficient Overlapped Fft Algorithms for Hypercube-connected Multicomputers. - Cevdet Aykanat; Argun Dervis (Parallel Algorithms Appl., 1994)

An Efficient Mean Field Annealing Formulation for Mapping Unstructured Domains to Hypercubes. - Cevdet Aykanat; Ismail Haritaoglu (IRREGULAR, 1995)

Decomposing Linear Programs for Parallel Solution. - Ali Pinar; Ümit V. Çatalyürek; Cevdet Aykanat; Mustafa Ç. Pinar (PARA, 1995)

Comparison of Two Image-Space Subdivision Algorithms for Direct Volume Rendering on Distributed-Memory Multicomputers. - Egemen Tanin; Tahsin M. Kurç; Cevdet Aykanat; Bülent Özgüç (PARA, 1995)

Efficient Multiple-Way Graph Partitioning Algorithms. - Ali Dasdan; Cevdet Aykanat (PP, 1995)

Circuit partitioning using mean field annealing. - Tevfik Bultan; Cevdet Aykanat (Neurocomputing, 1995)

Efficient Fast Hartley Transform Algorithms for Hypercube-Connected Multicomputers. - Cevdet Aykanat; Argun Dervis (IEEE Trans. Parallel Distributed Syst., 1995)

Active Pixel Merging on Hypercube Multicomputers. - Tahsin M. Kurç; Cevdet Aykanat; Bülent Özgüç (HPCN Europe, 1996)

Adaptive Source Routing in Multistage Interconnection Networks. - Yucel Aydogan; Craig B. Stunkel; Cevdet Aykanat; Bülent Abali (IPPS, 1996)

Decomposing Irregularly Sparse Matrices for Parallel Matrix-Vector Multiplication. - Ümit V. Çatalyürek; Cevdet Aykanat (IRREGULAR, 1996)

An Effective Model to Decompose Linear Programs for Parallel Solution. - Ali Pinar; Cevdet Aykanat (PARA, 1996)

A parallel progressive radiosity algorithm based on patch data circulation. - Cevdet Aykanat; Tolga K. Çapin; Bülent Özgüç (Comput. Graph., 1996)

Sparse matrix decomposition with optimal load balancing. - Ali Pinar; Cevdet Aykanat (HiPC, 1997)

A Comparison of Spatial Subdivision Algorithms for Sort-First Rendering. - Tahsin M. Kurç; Hüuseyin Kutluca; Cevdet Aykanat; Bülent Özgüç (HPCN Europe, 1997)

Two novel multiway circuit partitioning algorithms using relaxed locking. - Ali Dasdan; Cevdet Aykanat (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1997)

A parallel scaled conjugate-gradient algorithm for the solution phase of gathering radiosity on hypercubes. - Tahsin M. Kurç; Cevdet Aykanat; Bülent Özgüç (Vis. Comput., 1997)

Object-space parallel polygon rendering on hypercubes. - Tahsin M. Kurç; Cevdet Aykanat; Bülent Özgüç (Comput. Graph., 1998)

A fast neural-network algorithm for VLSI cell placement. - Cevdet Aykanat; Tevfik Bultan; Ismail Haritaoglu (Neural Networks, 1998)

Hypergraph-Partitioning-Based Decomposition for Parallel Sparse-Matrix Vector Multiplication. - Ümit V. Çatalyürek; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 1999)

Image-Space Decomposition Algorithms for Sort-First Parallel Volume Rendering of Unstructured Grids. - Hüuseyin Kutluca; Tahsin M. Kurç; Cevdet Aykanat (J. Supercomput., 2000)

A Fine-Grain Hypergraph Model for 2D Decomposition of Sparse Matrices. - Ümit V. Çatalyürek; Cevdet Aykanat (IPDPS, 2001)

A hypergraph-partitioning approach for coarse-grain decomposition. - Ümit V. Çatalyürek; Cevdet Aykanat (SC, 2001)

Adaptive Routing on the New Switch Chip for IBM SP Systems. - Bülent Abali; Craig B. Stunkel; Jay Herring; Mohammad Banikazemi; Dhabaleswar K. Panda 001; Cevdet Aykanat; Yucel Aydogan (J. Parallel Distributed Comput., 2001)

Image-Space-Parallel Direct Volume Rendering on a Cluster of PCs. - Berkant Barla Cambazoglu; Cevdet Aykanat (ISCIS, 2003)

Minimizing Communication Cost in Fine-Grain Partitioning of Sparse Matrices. - Bora Uçar; Cevdet Aykanat (ISCIS, 2003)

Direct volume rendering of unstructured grids. - Hakan Berk; Cevdet Aykanat; Ugur Güdükbay (Comput. Graph., 2003)

A Space Optimization for FP-Growth. - Eray Özkural; Cevdet Aykanat (FIMI, 2004)

Data-Parallel Web Crawling Models. - Berkant Barla Cambazoglu; Ata Turk; Cevdet Aykanat (ISCIS, 2004)

A Message Ordering Problem in Parallel Programs. - Bora Uçar; Cevdet Aykanat (PVM/MPI, 2004)

Hypergraph Models and Algorithms for Data-Pattern-Based Clustering. - Muhammet Mustafa Ozdal; Cevdet Aykanat (Data Min. Knowl. Discov., 2004)

Fast optimal load balancing algorithms for 1D partitioning. - Ali Pinar; Cevdet Aykanat (J. Parallel Distributed Comput., 2004)

Permuting Sparse Rectangular Matrices into Block-Diagonal Form. - Cevdet Aykanat; Ali Pinar; Ümit V. Çatalyürek (SIAM J. Sci. Comput., 2004)

Encapsulating Multiple Communication-Cost Metrics in Partitioning Sparse Rectangular Matrices for Parallel Matrix-Vector Multiplies. - Bora Uçar; Cevdet Aykanat (SIAM J. Sci. Comput., 2004)

Iterative-improvement-based declustering heuristics for multi-disk databases. - Mehmet Koyutürk; Cevdet Aykanat (Inf. Syst., 2005)

Chat Mining for Gender Prediction. - Tayfun Kucukyilmaz; Berkant Barla Cambazoglu; Cevdet Aykanat; Fazli Can (ADVIS, 2006)

Effect of Inverted Index Partitioning Schemes on Performance of Query Processing in Parallel Text Retrieval Systems. - Berkant Barla Cambazoglu; Aytul Catal; Cevdet Aykanat (ISCIS, 2006)

A Web-Site-Based Partitioning Technique for Reducing Preprocessing Overhead of Parallel PageRank Computation. - Ali Cevahir; Cevdet Aykanat; Ata Turk; Berkant Barla Cambazoglu (PARA, 2006)

Performance of query processing implementations in ranking-based text retrieval systems using inverted indices. - Berkant Barla Cambazoglu; Cevdet Aykanat (Inf. Process. Manag., 2006)

Task assignment in heterogeneous computing systems. - Bora Uçar; Cevdet Aykanat; Kamer Kaya; Murat Ikinci (J. Parallel Distributed Comput., 2006)

Iterative-Improvement-Based Heuristics for Adaptive Scheduling of Tasks Sharing Files on Heterogeneous Master-Slave Environments. - Kamer Kaya; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2006)

Architecture of a grid-enabled Web search engine. - Berkant Barla Cambazoglu; Evren Karaca; Tayfun Kucukyilmaz; Ata Turk; Cevdet Aykanat (Inf. Process. Manag., 2007)

Adaptive decomposition and remapping algorithms for object-space-parallel direct volume rendering of unstructured grids. - Cevdet Aykanat; Berkant Barla Cambazoglu; Ferit Findik; Tahsin M. Kurç (J. Parallel Distributed Comput., 2007)

Heuristics for scheduling file-sharing tasks on heterogeneous systems with distributed repositories. - Kamer Kaya; Bora Uçar; Cevdet Aykanat (J. Parallel Distributed Comput., 2007)

Parallel image restoration using surrogate constraint methods. - Bora Uçar; Cevdet Aykanat; Mustafa Ç. Pinar; Tahir Malas (J. Parallel Distributed Comput., 2007)

Revisiting Hypergraph Models for Sparse Matrix Partitioning. - Bora Uçar; Cevdet Aykanat (SIAM Rev., 2007)

Partitioning Sparse Matrices for Parallel Preconditioned Iterative Methods. - Bora Uçar; Cevdet Aykanat (SIAM J. Sci. Comput., 2007)

Hypergraph-Partitioning-Based Remapping Models for Image-Space-Parallel Direct Volume Rendering of Unstructured Grids. - Berkant Barla Cambazoglu; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2007)

Chat mining: Predicting user and message attributes in computer-mediated communication. - Tayfun Kucukyilmaz; Berkant Barla Cambazoglu; Cevdet Aykanat; Fazli Can (Inf. Process. Manag., 2008)

Clustering spatial networks for aggregate query processing: A hypergraph approach. - Engin Demir; Cevdet Aykanat; Berkant Barla Cambazoglu (Inf. Syst., 2008)

Multi-level direct K-way hypergraph partitioning with multiple constraints and fixed vertices. - Cevdet Aykanat; Berkant Barla Cambazoglu; Bora Uçar (J. Parallel Distributed Comput., 2008)

One-dimensional partitioning for heterogeneous systems: Theory and practice. - Ali Pinar; E. Kartal Tabak; Cevdet Aykanat (J. Parallel Distributed Comput., 2008)

A Model for Task Repartioning under Data Replication. - Cevdet Aykanat; Erkan Okuyan; Berkant Barla Cambazoglu (Combinatorial Scientific Computing, 2009)

Selective Replicated Declustering for Arbitrary Queries. - Kerim Yasin Oktay; Ata Turk; Cevdet Aykanat (Euro-Par, 2009)

Data and Model Driven Hybrid Approach to Activity Scoring of Cyclic Pathways. - Zerrin Isik; Volkan Atalay; Cevdet Aykanat; Rengül Çetin-Atalay (ISCIS, 2010)

Query forwarding in geographically distributed search engines. - Berkant Barla Cambazoglu; Emre Varol; Enver Kayaaslan; Cevdet Aykanat; Ricardo Baeza-Yates (SIGIR, 2010)

A link-based storage scheme for efficient aggregate query processing on clustered road networks. - Engin Demir; Cevdet Aykanat; Berkant Barla Cambazoglu (Inf. Syst., 2010)

Efficient successor retrieval operations for aggregate query processing on clustered road networks. - Engin Demir; Cevdet Aykanat (Inf. Sci., 2010)

A Matrix Partitioning Interface to PaToH in MATLAB. - Bora Uçar; Ümit V. Çatalyürek; Cevdet Aykanat (Parallel Comput., 2010)

On Two-Dimensional Sparse Matrix Partitioning: Models, Methods, and a Recipe. - Ümit V. Çatalyürek; Cevdet Aykanat; Bora Uçar (SIAM J. Sci. Comput., 2010)

CoDet: sentence-based containment detection in news corpora. - Emre Varol; Fazli Can; Cevdet Aykanat; Oguz Kaya (CIKM, 2011)

Memory Resident Parallel Inverted Index Construction. - Tayfun Kucukyilmaz; Ata Turk; Cevdet Aykanat (ISCIS, 2011)

Hypergraph-Theoretic Partitioning Models for Parallel Web Crawling. - Ata Turk; Berkant Barla Cambazoglu; Cevdet Aykanat (ISCIS, 2011)

Energy-price-driven query processing in multi-center web search engines. - Enver Kayaaslan; Berkant Barla Cambazoglu; Roi Blanco; Flavio Paiva Junqueira; Cevdet Aykanat (SIGIR, 2011)

Hypergraph Partitioning through Vertex Separators on Graphs - Enver Kayaaslan; Ali Pinar; Ümit V. Çatalyürek; Cevdet Aykanat (CoRR, 2011)

Improving the Load Balancing Performance of Vlasiator - Ata Turk; Cevdet Aykanat; Gunduz Vehbi Demirci; Sebastian von Alfthan; Ilja Honkonen (CoRR, 2011)

Hypergraph Partitioning-Based Fill-Reducing Ordering for Symmetric Matrices. - Ümit V. Çatalyürek; Cevdet Aykanat; Enver Kayaaslan (SIAM J. Sci. Comput., 2011)

Site-Based Partitioning and Repartitioning Techniques for Parallel PageRank Computation. - Ali Cevahir; Cevdet Aykanat; Ata Turk; Berkant Barla Cambazoglu (IEEE Trans. Parallel Distributed Syst., 2011)

Parallel Frequent Item Set Mining with Selective Item Replication. - Eray Özkural; Bora Uçar; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2011)

PaToH (Partitioning Tool for Hypergraphs). - Ümit V. Çatalyürek; Cevdet Aykanat (Encyclopedia of Parallel Computing, 2011)

Hypergraph Partitioning. - Ümit V. Çatalyürek; Bora Uçar; Cevdet Aykanat (Encyclopedia of Parallel Computing, 2011)

Investigation of Load Balancing Scalability in Space Plasma Simulations. - Ata Turk; Gunduz Vehbi Demirci; Cevdet Aykanat; Sebastian von Alfthan; Ilja Honkonen (PARA, 2012)

A Parallel Framework for In-Memory Construction of Term-Partitioned Inverted Indexes. - Tayfun Kucukyilmaz; Ata Turk; Cevdet Aykanat (Comput. J., 2012)

Technical Report on Hypergraph-Partitioning-Based Models and Methods for Exploiting Cache Locality in Sparse-Matrix Vector Multiplication. - Kadir Akbudak; Enver Kayaaslan; Cevdet Aykanat (CoRR, 2012)

Analyzing and enhancing OSKI for sparse matrix-vector multiplication - Kadir Akbudak; Enver Kayaaslan; Cevdet Aykanat (CoRR, 2012)

Replicated partitioning for undirected hypergraphs. - R. Oguz Selvitopi; Ata Turk; Cevdet Aykanat (J. Parallel Distributed Comput., 2012)

Partitioning Hypergraphs in Scientific Computing Applications through Vertex Separators on Graphs. - Enver Kayaaslan; Ali Pinar; Ümit V. Çatalyürek; Cevdet Aykanat (SIAM J. Sci. Comput., 2012)

Multilevel Segmentation of Histopathological Images Using Cooccurrence of Tissue Objects. - Ahmet Cagri Simsek; Akif Burak Tosun; Cevdet Aykanat; Cenk Sokmensuer; Cigdem Gunduz Demir (IEEE Trans. Biomed. Eng., 2012)

Incorporating the surfing behavior of web users into pagerank. - Shatlyk Ashyralyyev; Berkant Barla Cambazoglu; Cevdet Aykanat (CIKM, 2013)

Active node determination for correlated data gathering in wireless sensor networks. - Efe Karasabun; Ibrahim Korpeoglu; Cevdet Aykanat (Comput. Networks, 2013)

Document replication strategies for geographically distributed web search engines. - Enver Kayaaslan; Berkant Barla Cambazoglu; Cevdet Aykanat (Inf. Process. Manag., 2013)

A Recursive Bipartitioning Algorithm for Permuting Sparse Square Matrices into Block Diagonal Form with Overlap. - Seher Acer; Enver Kayaaslan; Cevdet Aykanat (SIAM J. Sci. Comput., 2013)

Hypergraph Partitioning Based Models and Methods for Exploiting Cache Locality in Sparse Matrix-Vector Multiplication. - Kadir Akbudak; Enver Kayaaslan; Cevdet Aykanat (SIAM J. Sci. Comput., 2013)

Query-Log Aware Replicated Declustering. - Ata Turk; Kerim Yasin Oktay; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2013)

A term-based inverted index partitioning model for efficient distributed query processing. - Berkant Barla Cambazoglu; Enver Kayaaslan; Simon Jonassen; Cevdet Aykanat (ACM Trans. Web, 2013)

1-D and 2-D Parallel Algorithms for All-Pairs Similarity Problem. - Eray Özkural; Cevdet Aykanat (CoRR, 2014)

Constrained Min-Cut Replication for K-Way Hypergraph Partitioning. - Volkan Yazici; Cevdet Aykanat (INFORMS J. Comput., 2014)

Simultaneous Input and Output Matrix Partitioning for Outer-Product-Parallel Sparse Matrix-Matrix Multiplication. - Kadir Akbudak; Cevdet Aykanat (SIAM J. Sci. Comput., 2014)

Temporal Workload-Aware Replicated Partitioning for Social Networks. - Ata Turk; R. Oguz Selvitopi; Hakan Ferhatosmanoglu; Cevdet Aykanat (IEEE Trans. Knowl. Data Eng., 2014)

Improving the Performance of IndependentTask Assignment Heuristics MinMin, MaxMin and Sufferage. - E. Kartal Tabak; Berkant Barla Cambazoglu; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2014)

Semi-two-dimensional Partitioning for Parallel Sparse Matrix-Vector Multiplication. - Enver Kayaaslan; Bora Uçar; Cevdet Aykanat (IPDPS Workshops, 2015)

A Novel Method for Scaling Iterative Solvers: Avoiding Latency Overhead of Parallel Sparse-Matrix Vector Multiplies. - R. Oguz Selvitopi; Muhammet Mustafa Ozdal; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2015)

Improving performance of sparse matrix dense matrix multiplication on large-scale parallel systems. - Seher Acer; R. Oguz Selvitopi; Cevdet Aykanat (Parallel Comput., 2016)

Reducing latency cost in 2D sparse matrix partitioning models. - R. Oguz Selvitopi; Cevdet Aykanat (Parallel Comput., 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)

Parallelization of Sparse Matrix Kernels for Big Data Applications. - R. Oguz Selvitopi; Kadir Akbudak; Cevdet Aykanat (Resource Management for Big Data Platforms, 2016)

Addressing Volume and Latency Overheads in 1D-parallel Sparse Matrix-Vector Multiplication. - Seher Acer; R. Oguz Selvitopi; Cevdet Aykanat (Euro-Par, 2017)

A machine learning approach for result caching in web search engines. - Tayfun Kucukyilmaz; Berkant Barla Cambazoglu; Cevdet Aykanat; Ricardo Baeza-Yates (Inf. Process. Manag., 2017)

Parallel Minimum Norm Solution of Sparse Block Diagonal Column Overlapped Underdetermined Systems. - Fahreddin Sükrü Torun; Murat Manguoglu; Cevdet Aykanat (ACM Trans. Math. Softw., 2017)

Exploiting Locality in Sparse Matrix-Matrix Multiplication on Many-Core Architectures. - Kadir Akbudak; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2017)

A Recursive Hypergraph Bipartitioning Framework for Reducing Bandwidth and Latency Costs Simultaneously. - R. Oguz Selvitopi; Seher Acer; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2017)

Optimizing nonzero-based sparse matrix partitioning models via reducing latency. - Seher Acer; Oguz Selvitopi; Cevdet Aykanat (J. Parallel Distributed Comput., 2018)

1.5D Parallel Sparse Matrix-Vector Multiply. - Enver Kayaaslan; Cevdet Aykanat; Bora Uçar (SIAM J. Sci. Comput., 2018)

A Novel Partitioning Method for Accelerating the Block Cimmino Algorithm. - Fahreddin Sükrü Torun; Murat Manguoglu; Cevdet Aykanat (SIAM J. Sci. Comput., 2018)

Partitioning Models for Scaling Parallel Sparse Matrix-Matrix Multiplication. - Kadir Akbudak; Oguz Selvitopi; Cevdet Aykanat (ACM Trans. Parallel Comput., 2018)

Improving Medium-Grain Partitioning for Scalable Sparse Tensor Decomposition. - Seher Acer; Tugba Torun; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2018)

Regularizing irregularly sparse point-to-point communications. - Oguz Selvitopi; Cevdet Aykanat (SC, 2019)

Locality-aware and load-balanced static task scheduling for MapReduce. - Oguz Selvitopi; Gunduz Vehbi Demirci; Ata Turk; Cevdet Aykanat (Future Gener. Comput. Syst., 2019)

A Hypergraph Partitioning Model for Profile Minimization. - Seher Acer; Enver Kayaaslan; Cevdet Aykanat (SIAM J. Sci. Comput., 2019)

Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures. - Nabil Abubaker; Kadir Akbudak; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2019)

Cascade-aware partitioning of large graph databases. - Gunduz Vehbi Demirci; Hakan Ferhatosmanoglu; Cevdet Aykanat (VLDB J., 2019)

Scaling sparse matrix-matrix multiplication in the accumulo database. - Gunduz Vehbi Demirci; Cevdet Aykanat (Distributed Parallel Databases, 2020)

Reordering sparse matrices into block-diagonal column-overlapped form. - Seher Acer; Cevdet Aykanat (J. Parallel Distributed Comput., 2020)

Cartesian Partitioning Models for 2D and 3D Parallel SpGEMM Algorithms. - Gunduz Vehbi Demirci; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2020)

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

Fast shared-memory streaming multilevel graph partitioning. - Nazanin Jafari; Oguz Selvitopi; Cevdet Aykanat (J. Parallel Distributed Comput., 2021)

True Load Balancing for Matricized Tensor Times Khatri-Rao Product. - Nabil Abubaker; Seher Acer; Cevdet Aykanat (IEEE Trans. Parallel Distributed Syst., 2021)

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)

Partitioning and Reordering for Spike-Based Distributed-Memory Parallel Gauss-Seidel. - Tugba Torun; Fahreddin Sükrü Torun; Murat Manguoglu; 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)

Load balanced locality-aware parallel SGD on multicore architectures for latent factor based collaborative filtering. - Selcuk Gulcan; Muhammet Mustafa Ozdal; Cevdet Aykanat (Future Gener. Comput. Syst., 2023)

Enhancing Block Cimmino for Sparse Linear Systems with Dense Columns via Schur Complement. - Fahreddin Sükrü Torun; Murat Manguoglu; Cevdet Aykanat (SIAM J. Sci. Comput., 2023)

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)

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)