**Journal Publications** - Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition, //Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 33, no. 11, pp. 3028-3040, 2022. ({{tpds-tensor-latencyhiding.pdf|Paper}}) - Partitioning and Reordering for Spike-Based Distributed-Memory Parallel Gauss--Seidel, //Tugba Torun, F. Sukru Torun, Murat Manguoglu, and Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 44, no. 2, pp C99-C123, 2022. ({{siam-2022.pdf|Paper}}) - True Load Balancing for Matricized Tensor Times Khatri-Rao Product, //Nabil Abubaker, Seher Acer, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 32, no. 8, pp. 1974-1986, 2021. ({{tpds-tensorlb.pdf|Paper}}) - Fast Shared-Memory Streaming Multilevel Graph Partitioning, //Nazanin Jafari Oguz Selvitopi, Cevdet Aykanat//, **Journal of Parallel and Distributed Computing**, vol. 147, pp. 140-151, 2021. ({{jpdc-straminggraph.pdf|Paper}}) - Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition, //M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 32, no. 1, pp. 147-159, 2021. ({{tpds-mg-tensor.pdf|Paper}}) - Cartesian Partitioning Models for 2D and 3D Parallel SpGEMM Algorithms, //Gunduz V. Demirci and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 31, no. 12, pp. 2763-2775, 2020. ({{:spgemm-tpds.pdf|Paper}}) - Reordering sparse matrices into block-diagonal column-overlapped form, //Seher Acer and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing**, vol. 140, pp. 99-109, 2020. ({{:jpdc-seher-2020.pdf|Paper}}) - Reduce Operations: Send Volume Balancing While Minimizing Latency, //M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 31, no. 6, pp. 1461-1473, 2020. ({{tpds-reduce-2020.pdf|Paper}}) - Regularizing irregularly sparse point-to-point communications, //Oguz Selvitopi and Cevdet Aykanat//, **SC '19:Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis**, Article No. 50, pp 1-14, ACM, 2019. ({{sc-2019.pdf|Paper}}) - A Hypergraph Partitioning Model for Profile Minimization, //Seher Acer, Enver Kayaaslan, Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 41, no. 1, pp. A83-A108, 2019.({{SIAM-2019.pdf|Paper}}) - Locality-aware and load-balanced static task scheduling for MapReduce, // Oguz Selvitopi, Gunduz V. Demirci, Ata Turk, Cevdet Aykanat//, **Future Generation Computer Systems**, vol. 90, pp. 49-61, 2019. ({{:fgcs-2019.pdf|Paper}}) - Scaling Sparse Matrix-Matrix Multiplication in the Accumulo Database, // Gunduz V. Demirci, Cevdet Aykanat//, **Distributed and Parallel Databases**, pp 1-32, 2019.({{:dpd-2019.pdf|Paper}}) - Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures, // Nabil Abubaker, Kadir Akbudak, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 30, no. 2, pp. 445-458, 2019. ({{:tpds-nabil-2018.pdf|Paper}}) - A novel partitioning method for accelerating the block cimmino algorithm, // F. Sukru Torun, Murat Manguoglu, Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 40, no. 6, pp. C827-C850, 2018. ({{:siam-sukru-2018.pdf|Paper}}) - Cascade-aware partitioning of large graph databases, // Gunduz V. Demirci, Hakan Ferhatosmanoglu, Cevdet Aykanat//, **The VLDB Journal**, pp. 1-22, 2018.({{:vldb-2018.pdf|Paper}}) - Optimizing nonzero-based sparse matrix partitioning models via reducing latency, // Seher Acer, Oguz Selvitopi, Cevdet Aykanat//, **Journal of Parallel and Distributed Computing**, vol 122, no. 145-158, 2018. ({{:jpdc-2018.pdf|Paper}}) - Improving medium-grain partitioning for scalable sparse tensor decomposition, // Seher Acer, Tugba Torun, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 29, no. 12, pp. 2814-2825, 2018. ({{:tpds-acer-tensor.pdf|Paper}}) - 1.5 D parallel sparse matrix-vector multiply, // Enver Kayaaslan, Cevdet Aykanat, Bora Ucar//, **SIAM Journal on Scientific Computing**, vol. 40, no. 1, pp. C25-C46, 2018. ({{:SIAM-2018.pdf|Paper}}) - Partitioning models for scaling parallel sparse matrix-matrix multiplication, // Kadir Akbudak, Oguz Selvitopi, Cevdet Aykanat//, **ACM Transactions on Parallel Computing (TOPC)**, vol. 4, no. 3, pp. 13, 2018. ({{:topc-2017.pdf|Paper}}) - Exploiting Locality in Sparse Matrix-Matrix Multiplication on Many-Core Architectures, // Kadir Akbudak and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 28, no. 8, pp. 2258--2271, 2017. ({{:tpds-kadir-2017.pdf|Paper}}) - A machine learning approach for result caching in web search engines, // Tayfun Kucukyilmaz, B. Barla Cambazoglu, Cevdet Aykanat and Ricardo Baeza-Yates//, **Information Processing & Management**, vol. 53, no. 4, pp. 834--850, 2017. ({{:ipm-2017.pdf|Paper}}) - Parallel Minimum Norm Solution of Sparse Block Diagonal Column Overlapped Underdetermined Systems, // F. Sukru Torun, Murat Manguoglu and Cevdet Aykanat//, **ACM Transactions on Mathematical Software (TOMS)**, vol. 43, no. 4, pp. 31, 2017. ({{:toms-2017.pdf|Paper}}) - A Recursive Hypergraph Bipartitioning Framework for Reducing Bandwidth and Latency Costs Simultaneously, // Oguz Selvitopi, Seher Acer and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 28, no. 2, pp. 345--358, 2017. ({{:tpds-2017.pdf|Paper}}) - Improving performance of sparse matrix dense matrix multiplication on large-scale parallel systems, // Seher Acer, Oguz Selvitopi and Cevdet Aykanat//, **Parallel Computing**, vol. 59, pp. 71--96, 2016. ({{:parco-acer-2016.pdf|Paper}}) - Reducing latency cost in 2D sparse matrix partitioning models, // R. Oguz Selvitopi and Cevdet Aykanat//, **Parallel Computing**, vol. 57, pp. 1--24, 2016. ({{:parco-oguz-2016.pdf|Paper}}) - Locality-Aware Parallel Sparse Matrix-Vector and Matrix-Transpose-Vector Multiplication on Many-Core Processors, // M. Ozan Karsavuran, Kadir Akbudak and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 27, no. 6, pp. 1713--1726, 2016. ({{:tpds-ozan-2016.pdf|Paper}}) - A Novel Method for Scaling Iterative Solvers: Avoiding Latency Overhead of Parallel Sparse-Matrix Vector Multiplies, // R. Oguz Selvitopi, M. Mustafa Ozdal, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 26, no. 3, pp. 632--645, 2015. ({{:tpds-oguz-2014.pdf|Paper}}) - Simultaneous Input and Output Matrix Partitioning for Outer-Product-Parallel Sparse Matrix-Matrix Multiplication, // Kadir Akbudak and Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol 36, no. 5, pp. C568–-C590, 2014. ({{:spgemm.pdf|Paper}}) - Temporal Workload-Aware Replicated Partitioning for Social Networks, // Ata Turk, R. Oguz Selvitopi, Hakan Ferhatosmanoglu and Cevdet Aykanat//, **IEEE Transactions on Knowledge and Data Engineering**, vol. 26(11), pp. 2832-2845, 2014. ({{:tkde-ata.pdf|Paper}}) - Improving the Performance of Independent Task Assignment Heuristics MinMin, MaxMin and Sufferage, // E. Kartal Tabak, B. Barla Cambazoglu, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 25, no. 5, pp. 1244–1256, 2014. ({{:tpds-ertugrul.pdf|Paper}}) - Constrained Min-Cut Replication for K-Way Hypergraph Partitioning, // Volkan Yazıcı and Cevdet Aykanat//, **INFORMS Journal on Computing**, vol. 26, no. 2, pp. 303–320, 2014. ({{:informs-volkan.pdf|Paper}}) - A term-based inverted index partitioning model for efficient distributed query processing, // B. Barla Cambazoglu, Enver Kayaaslan, Simon Jonassen, Cevdet Aykanat//, **ACM Transactions on the Web (TWEB)**, vol. 7, no. 3, 2014. ({{:tweb-barla.pdf|Paper}}) - Hypergraph Partitioning Based Models and Methods for Exploiting Cache Locality in Sparse Matrix-Vector Multiplication, // Kadir Akbudak, Enver Kayaaslan, and Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 35, no. 3, 2013. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-b-2013.pdf|Paper]]) - Query-Log Aware Replicated Declustering, // Ata Turk, Kerim Y. Oktay, Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 24, no. 5, pp. 987--995, 2013. ([[http://www.cs.bilkent.edu.tr/~aykanat/TPDS-2012.pdf|Paper]]) - A Recursive Bipartitioning Algorithm for Permuting Sparse Square Matrices into Block Diagonal Form with Overlap, // Seher Acer, Enver Kayaaslan, Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 35, no. 1, 2013. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-2013.pdf|Paper]]) - Document replication strategies for geographically distributed web search engines, // Enver Kayaaslan, Berkant Barla Cambazoglu, Cevdet Aykanat//, **Information Processing & Management**, vol. 49, no. 1, pp. 51--66, 2013. ([[http://www.cs.bilkent.edu.tr/~aykanat/IPM2013.pdf|Paper]]) - Active node determination for correlated data gathering in wireless sensor networks, // Efe Karasabun, Ibrahim Korpeoglu, Cevdet Aykanat//, **Computer Networks**, vol. 57, no. 5, pp. 1124--1138, 2013. ([[http://www.cs.bilkent.edu.tr/~aykanat/CN-2013.pdf|Paper]]) - A Signal Transduction Score Flow Algorithm for Cyclic Cellular Pathway Analysis, which Combines Transcriptome and ChIP-seq Data, // Zerrin Isik, Tulin Ersahin, Volkan Atalay, Cevdet Aykanat, and Rengul Cetin-Atalay//, **Molecular BioSystems**, vol. 8, pp. 3224-3231, 2012. ([[http://www.cs.bilkent.edu.tr/~aykanat/BIOS-2013.pdf|Paper]]) - Replicated partitioning for undirected hypergraphs, // R. Oguz Selvitopi, Ata Turk, Cevdet Aykanat//, **Journal of Parallel Distributed Computing**, vol. 72, no. 4, pp. 547--563, 2012. ([[http://www.cs.bilkent.edu.tr/~aykanat/JPDC-2012.pdf|Paper]]) - Partitioning Hypergraphs in Scientific Computing Applications through Vertex Separators on Graphs, // Enver Kayaaslan, Ali Pinar, Umit V. Catalyurek and Cevdet Aykanat//, **SIAM Journal on Scientific Computing**, vol. 34, no. 2, 2012. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-2012.pdf|Paper]]) - A Parallel Framework for In-Memory Construction of Term-Partitioned Inverted Indexes, // Tayfun Kucukyilmaz, Ata Turk, Cevdet Aykanat//, **The Computer Journal**, vol. 55, no. 11, pp. 1317--1330, 2012. ([[http://yoksis.bilkent.edu.tr/doi_getpdf/articles/10.1093-comjnl-bxr133.pdf|Paper]]) - Multilevel Segmentation of Histopathological Images Using Cooccurrence of Tissue Objects, // Ahmet C. Simsek, Akif B. Tosun, Cevdet Aykanat, Cenk Sokmensuer, Cigdem Gunduz Demir//, **IEEE Transactions on Biomedical Engineering,** vol. 59, no. 6, pp. 1681--1690, 2012. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-2011.pdf|Paper]]) - Energy-price-driven query processing in multi-center web search engines, // Enver Kayaaslan, Barla B. Cambazoglu, Roi Blanco, Flavio P. Junqueira, Cevdet Aykanat//, **SIGIR'11** 2011. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIGIR-2011.pdf|Paper]]) - Query forwarding in geographically distributed search engines, // Barla B. Cambazoglu, Emre Varol, Enver Kayaaslan, Cevdet Aykanat, Ricardo Baeza-Yates//, **SIGIR'10** 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIGIR-2010.pdf|Paper]]) - Hypergraph Partitioning-Based Fill-Reducing Ordering for Symmetric Matrices, // Umit V. Çatalyürek, Cevdet Aykanat and Enver Kayaaslan//, **SIAM Journal on Scientific Computing**, vol. 33, no. 4, pp. 1996--2023, 2011 . ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-2011.pdf|Paper]]) - Parallel Frequent Itemset Mining with Selective Item Replication, // Eray Özkural, Bora Uçar, and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 22, no. 10, pp. 1632--1640, 2011. ([[http://www.cs.bilkent.edu.tr/~aykanat/TPDS-b-2011.pdf|Paper]]) - On Two-Dimensional Sparse-Matrix Partitioning: Models, Methods and a Recipe, // Umit V. Çatalyürek, Cevdet Aykanat and Bora Ucar//, **SIAM Journal on Scientific Computing**, vol. 32, no. 2, pp. 656--683, 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/SIAM-2010.pdf|Paper]]) - A matrix partitioning interface to PaToH in MATLAB, // Umit .V. Çatalyürek, Bora Ucar, and Cevdet Aykanat//, **Parallel Computing**, vol. 36, no:5-6, pp. 254--272, 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/ParCo-2010.pdf|Paper]]) - Site-Based Partitioning and Repartitioning Techniques for Parallel PageRank Computation, // Ali Cevahir, Ata Turk, Berkant B. Cambazoglu and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems**, vol. 22, no. 5, pp. 786--802, 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/TPDS-2011.pdf|Paper]]) - Efficient successor retrieval operations for aggregate query processing on clustered road networks, // Engin Demir, and Cevdet Aykanat//, **Information Sciences,** vol. 180, no. 14, pp. 2743--2762, 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/IS-2010.pdf|Paper]]) - A Link-Based Storage Scheme for Efficient Aggregate Query Processing on Clustered Road Networks, // Engin Demir, Cevdet Aykanat and Berkant B. Cambazoglu//, **Information Systems**, vol. 35, no. 1, pp. 75--93, 2010. ([[http://www.cs.bilkent.edu.tr/~aykanat/IS-b-2010.pdf|Paper]]) - Selective Replicated Declustering for Arbitrary Queries, // Kerim Y. Oktay, Ata Turk, and Cevdet Aykanat//, **Lecture Notes in Computer Science**, vol. 5704, pp. 375--386, 2009. ([[http://www.cs.bilkent.edu.tr/~aykanat/LNCS-SRD.pdf|Paper]]) - Multi-level Direct K-way Hypergraph Partitioning with Multiple Constraints and Fixed vertices, // Cevdet Aykanat, Berkant B. Cambazoglu and Bora Ucar//, **Journal of Parallel and Distributed Computing,** vol. 68, pp 609--625, 2008. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/08JPDCkpatoh.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/08JPDCkpatoh.html|Abstract]]) - Chat Mining: Predicting User and Message Attributes in Computer-Mediated Communication , // Tayfun Kucukyilmaz, Berkent B. Cambazoğlu, Cevdet Aykanat, and F. Can //, **Information Processing & Management**, vol. 44, no. 4, pp. 1448-1466, 2008. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/08IPM.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/08IPM.html|Abstract]]) - One-Dimensional Partitioning for Heterogeneous Systems: Theory and Practice, // Ali Pinar, Ertugrul K. Tabak and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing**, vol. 68, pp. 1473--1486, 2008. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/08JPDC-AliPinar.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/08JPDC-AliPinar.html|Abstract]]) - Clustering Spatial Networks for Aggregate Query Processing, a Hypergarph Approach, // Engin Demir, Cevdet Aykanat and Berkant B. Cambazoglu//, **Information Systems**, vol. 33, no. 1, pp. 1--17, 2008. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/08IS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/08IS.html|Abstract]]) - Revisiting Hypergraph Models for Sparse Matrix Partitioning, // Bora Ucar and Cevdet Aykanat//, **SIAM Review,** vol. 49, no. 4, pp. 595--603, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07SIREV.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07SIREVAbs.html|Abstract]]) - Partitioning Sparse Matrices for Parallel Preconditioned Iterative Methods, // Bora Ucar and Cevdet Aykanat//, **SIAM Journal on Scientific Computing,** vol. 29, no. 4, pp. 1683--1709, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07SISC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07SISCAbs.html|Abstract]]) - Hypergraph-Partitioning-Based Remapping Models for Image-Space-Parallel Direct Volume Rendering of Unstructured Grids, // B. Barla Cambazoglu and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems,** vol. 18, no. 1, pp.3--16, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07IEEETPDS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07IEEETPDSAbs.html|Abstract]]) - Heuristics for Scheduling File-Sharing Tasks on Heterogeneous Systems with Distributed Repositories, // Kamer Kaya, Bora Ucar and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing,** vol. 67, pp, 271--285, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07JPDC-kamer.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07JPDC-kamerAbs.html|Abstract]]) - Architecture of a Grid-Enabled Search Engine, // Berkant B. Cambazoglu, Evren Karaca, Tayfun Kucukyilmaz, Ata Turk and Cevdet Aykanat//, **Information Processing & Management,** vol.43, pp. 609--623, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07IPM.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07IPMAbs.html|Abstract]]) - Parallel Image Restoration Using Surrogate Constraint Methods, // Bora Uçar, Cevdet Aykanat, Mustafa Pinar and Tahir Malas//, **Journal of Parallel and Distributed Computing,** vol. 67, pp, 186--204, 2007. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/07JPDC-tahir.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/07JPDC-tahirAbs.html|Abstract]]) - Adaptive Decomposition and Remapping Algorithms for Object-Space-Parallel Direct Volume Rendering of Unstructured Grids, // Cevdet Aykanat, B. Barla Cambazoglu, Ferit Findik and Tahsin Kurc//, **Journal of Parallel and Distributed Computing,** vol. 67, pp.77--99, 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/06JPDC-barla.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/06JPDC-barlaAbs.html|Abstract]]) - Performance of Query Processing Implementations in Ranking-Based Text Retrieval Systems Using Inverted Indices, // B. Barla Cambazoglu and Cevdet Aykanat//, **Information Processing Management,** vol.42, pp.878-895, 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/05IPM.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/05IPM.html|Abstract]]) - Iterative-Improvement-Based Heuristics for Adaptive Scheduling of Tasks Sharing Files on Heterogeneous Master-Slave Environments, // Kamer Kaya and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems,** vol. 17, no. 8, August 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/06IEEETPDS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/06IEEETPDS.html|Abstract]]) - Task Assignment in Heterogeneous Systems, // Bora Ucar, Cevdet Aykanat, Kamer Kaya and Murat Ikinci//, **Journal of Parallel and Distributed Computing.** vol. 66, pp. 32-46, 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/06JPDC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/06JPDC.html|Abstract]]) - Effect of Inverted Partitioning Schemes on Performance of Query Processing in Parallel Text Retrieval Systems, // Berkant B. Cambazoglu and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 4263, pp. 717--725, 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/06LNCS-iscis.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/?.html|Abstract]]) - Chat Mining for Gender Prediction, // Tayfun Kucukyilmaz, Berkant B. Cambazoglu, Cevdet Aykanat and Fazli Can//, **Lecture Notes in Computer Science,** vol. 4243, pp. 274--283, 2006. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/06LNCS-advis.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/?.html|Abstract]]) - Iterative-Improvement-Based Declustering Heuristics for Multi-Disk Databases, // Mehmet Koyuturk and Cevdet Aykanat//, **Information Systems,** vol. 30, no. 9, pp. 47-70, 2005. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/05IS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/05ISAbs.html|Abstract]]) - Encapsulating Multiple Communication-Cost Metrics in Partitioning Sparse Rectangular Matrices for Matrix-Vector Multiplies, // Bora Ucar and Cevdet Aykanat//, **SIAM Journal on Scientific Computing,** vol. 25, no. 6, pp. 1837-1859, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04SISC1.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/06LNCS-iscisAbs.html|Abstract]]) - Permuting Sparse Rectangular Matrices into Block-Diagonal Form, // Cevdet Aykanat, Ali Pinar, and Umit V. Catalyurek//, **SIAM Journal on Scientific Computing,** vol. 25, no. 6, pp. 1860-1879, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04SISC2.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/06LNCS-advisAbs.html|Abstract]]) - Clustering Based on Data Patterns using Hypergraph Models, // Mustafa Ozdal and Cevdet Aykanat//, **Data Mining and Knowledge Discovery,** vol. 9, pp. 29-57, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04DMKD.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/04DMKDAbs.html|Abstract]]) - A message Ordering Problem in Parallel Programs, // Bora Ucar and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 3241, pp. 131-138, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04LNCS1.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/04LNCS1abs.html|Abstract]]) - Fast Optimal Load Balancing Algorithms for 1D Partitioning, // Ali Pinar and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing,** vol. 64, pp. 974-996, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04JPDC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/04JPDCabs.html|Abstract]]) - Data-Parallel Web Crawling Models, // B. Barla Cambazoglu, Ata Turk, and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 3280, pp. 801-809, 2004. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/04LNCS2.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/04LNCS2abs.html|Abstract]]) - Direct Volume Rendering of Unstructured Grids, // Hakan Berk, Cevdet Aykanat, and Ugur Gudukbay//, **Computers & Graphics,** vol. 27, no. 9, pp. 387-406, 2003. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/03CG.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/03CGabs.html|Abstract]]) - Minimizing Communication Cost in Fine-Grain Partitioning of Sparse Matrices, // Bora Ucar and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 2869, pp. 926-933, 2003. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/03LNCS1.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/03LNCS1abs.html|Abstract]]) - Image-Space Parallel Direct Volume Rendering on a Cluster of PCs, // Berkant B. Cambazoglu and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 2869, pp. 457-464, 2003. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/03LNCS2.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/03LNCS2abs.html|Abstract]]) - Adaptive Routing on the New Switch Chip for IBM SP Systems, //Bulent Abali, Craig B. Stunkel, Jay Herring, Mohammed Banikazem, Dhabaleswar Panda, and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing,** vol. 61, no. 9, pp. 1148-1179, 2001. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/01JPDC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/01JPDCabs.html|Abstract]]) - Image-Space Decomposition Algorithms for Sort-First Parallel Volume Rendering of Unstructured Grids, // Huseyin Kutluca, Tahsin M. Kurc, and Cevdet Aykanat//, **Journal of Supercomputing,** vol. 15, no. 1, pp. 51-93, 2000. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/00JSC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/00JSCabs.html|Abstract]]) - Hypergraph-Partitioning-Based Decomposition for Parallel Sparse-Matrix Vector Multiplication, // Umit V. Catalyurek and Cevdet Aykanat//, **IEEE Transactions on Parallel and Distributed Systems,** vol. 10, no. 7, pp. 673-693, 1999. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/99IEEETPDS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/99IEEETPDSabs.html|Abstract]]) - A Fast Neural-Network Algorithm for VLSI Cell Placement, //Cevdet Aykanat, Tevfik Bultan, and Ismail Haritaoglu//, **Neural Networks,** vol. 11, pp. 1671-1684, 1998. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/98NN.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/98NNabs.html|Abstract]]) - Object-Space Parallel Polygon Rendering on Hypercubes, //Tahsin M. Kurc, Cevdet Aykanat, and Bulent Ozguc//, **Computers & Graphics** , vol. 22, no. 4, pp. 487-503, 1998. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/98CG.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/98CGabs.html|Abstract]]) - Two Novel Multiway Circuit Partitioning Algorithms Using Relaxed Locking, // Ali Dasdan and Cevdet Aykanat//, **IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,** vol. 16, no. 2, pp. 169-178, 1997. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/97IEEETCAD.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/97IEEETCADabs.html|Abstract]]) - A Parallel Scaled Conjugate-Gradient Algorithm for the Solution Phase of Gathering Radiosity, // Tahsin M. Kurc, Cevdet Aykanat, and Bulent Ozguc//, **Visual Computer,** vol. 13, pp. 1-19, 1997. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/97VC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/97VCabs.html|Abstract]]) - A Comparison of Spatial Subdivision Algorithms for Sort-First Rendering, // Tahsin M. Kurc, Cevdet Aykanat, and Bulent Ozguc//, **Lecture Notes in Computer Science,** vol. 1225, pp. 137-146, 1997. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/97LNCS1225.ps|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/97LNCS1225abs.html|Abstract]]) - An Effective Model to Decompose Linear Programs for Parallel Solution, // Ali Pinar and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 1184, pp. 592-601, 1997. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/97LNCS1184.ps|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/97LNCS1184abs.html|Abstract]]) - A Parallel Progressive Radiosity Algorithm Based on Patch Data Circulation, // Cevdet Aykanat, Tolga K. Capin, and B. Ozguc//, **Computers & Graphics,** vol. 20, no. 2, pp. 307-324, 1996. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/96CG.ps|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/96CGabs.html|Abstract]]) - Decomposing Irregularly Sparse Matrices for Parallel Matrix-Vector Multiplication, // Umit V. Catalyurek and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 1117, pp. 75-86, 1996. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/96LNCS1117.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/96LNCS1117abs.html|Abstract]]) - Active Pixel Merging on Hypercube Multicomputers, // Tahsin M. Kurc, Cevdet Aykanat, and Bulent Ozguc//, **Lecture Notes in Computer Science,** vol. 1067, pp. 319-326, 1996. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/96LNCS1067.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/96LNCS1067abs.html|Abstract]]) - Decomposing Linear Programs for Parallel Solution, // Ali Pinar, Umit V. Catalyurek, Cevdet Aykanat, and Mustafa C. Pinar//, **Lecture Notes in Computer Science,** vol. 1041, pp. 473-482, 1996. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/96LNCS1041.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/96LNCS1041abs.html|Abstract]]) - Efficient Fast Hartley Transform Algorithms for Hypercube-Connected Multicomputers, // Cevdet Aykanat and Argun Dervis//, **IEEE Transactions on Parallel and Distributed Systems,** vol. 6, no. 6, pp. 561-577, 1995. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/95IEEETPDS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/95IEEETPDSabs.html|Abstract]]) - Algorithms for Efficient Vectorization of Repeated Sparse Power System Network Computations, // Cevdet Aykanat, Ozlem Ozgu, and Nezih Guven//, **IEEE Transactions on Power Systems,** vol. 10, no. 1, pp. 171-194, 1995. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/95IEEETPS.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/95IEEETPSabs.html|Abstract]]) - Circuit Partitioning Using Mean Field Annealing, // Tevfik Bultan and Cevdet Aykanat//, **Neurocomputing,** vol. 8, pp. 171-194, 1995. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/95NC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/95NCabs.html|Abstract]]) - An Efficient Mean Field Annealing Formulation for Mapping Unstructured Domains to Hypercubes, // Cevdet Aykanat and Ismail Haritaoglu//, **Lecture Notes in Computer Science,** vol. 980, pp. 115-120, 1995. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/95LNCS980.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/95LNCS980abs.html|Abstract]]) - An Efficient Parallel Spatial Subdivision Algorithm for Object-Space Parallel Ray Tracing, // Cevdet Aykanat, Veysi Isler, and Bulent Ozguc//, **Computer-Aided Design,** vol. 26, no. 12, pp. 883-890, 1994. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/94CAD.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/94CADabs.html|Abstract]]) - An Efficient Mapping Heuristic for Mesh-Connected Parallel Architectures Based on Mean Field Annealing, // Ismail Haritaoglu and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 854, pp. 820-831, 1994. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/94LNCS854.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/94LNCS854abs.html|Abstract]]) - Routing Algorithms for IBM SP1, // Bulent Abali and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 853, pp. 161-175, 1994. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/94LNCS853.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/94LNCS853abs.html|Abstract]]) - Efficient Overlapped FFT Algorithms for Hypercube-Connected Multicomputers, // Cevdet Aykanat and Argun Dervis//, **Parallel Algorithms and Applications,** vol. 4, pp. 91-110, 1994. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/94PAA.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/94PAAabs.html|Abstract]]) - A Global Routing Heuristic for FPGAs Based on Mean Field Annealing, // Ismail Haritaoglu and Cevdet Aykanat//, **Lecture Notes in Computer Science,** vol. 849, pp. 45-56, 1994. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/94LNCS849.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/94LNCS849abs.html|Abstract]]) - MARS: A Tool Based Modeling, Animation and Parallel Rendering System, // Murat Aktihanoglu, Cevdet Aykanat, and Bulent Ozguc//, **Visual Computer,** vol. 11, no. 1, pp. 1-14, 1994. - A New Mapping Heuristic Based on Mean Field Annealing, // Tevfik Bultan and Cevdet Aykanat//, **Journal of Parallel and Distributed Computing,** vol. 16, no. 4, pp. 292-305, 1992. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/92JPDC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/92JPDCabs.html|Abstract]]) - Spatial Domain Decomposition Applied to Linear Discontinuous SN Problems, // Musa Yavuz and Cevdet Aykanat//, **Transactions of American Nuclear Society,** vol. 66, pp. 274-275, 1992. - A Fault-Tolerant Hexagonal Systolic Array, // Cevdet Aykanat and Fusun Ozguner//, **Information Processing Letters,** vol. 42, no. 4, pp. 187-196, 1992. ([[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/92IPLabs.html|Abstract]]) - Parallelization of Lee's Routing Algorithm on a Hypercube Multicomputer, // Tahsin Kurc, Cevdet Aykanat , and Fikret Ercal//, **Lecture Notes in Computer Science,** vol.487, pp. 244-253, 1991. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/91LNCS487.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/91LNCS487abs.html|Abstract]]) - Vectorization and Parallelization of Conjugate Gradient Algorithm on Hypercube-Connected Multiprocessors, // Cevdet Aykanat, Fusun Ozguner, and David Scott//, **Microprocessing and Microprogrammimg**, vol. 29, no. 2, pp. 67-82, 1990. ([[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/92MMabs.html|Abstract]]) - A Reconfiguration Algorithm for Fault Tolerance in a Hypercube Multiprocessor, //Fusun Ozguner and Cevdet Aykanat//, **Information Processing Letters,** vol.29, no. 5, pp. 247-254, 1988. ([[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/88IPLabs.html|Abstract]]) - Iterative Algorithms for Solution of Large Sparse Systems of Linear Equations on Hypercubes, // Cevdet Aykanat, Fusun Ozguner, Fikret Ercal, and Ponnuswamy Sadayappan//, **IEEE Transactions on Computers**, vol. 37, no. 12, pp. 1554-1568, 1988. ([[http://www.cs.bilkent.edu.tr/~aykanat/papers/88IEEETC.pdf|Paper]], [[http://www.cs.bilkent.edu.tr/~aykanat/papersAbs/88IEEETPDSabs.html|Abstract]])