Accelerating Sparse Deep Learning via Multi-Layer Tensor Reordering and Partitioning.

Gunduz Vehbi Demirci Gunduz Vehbi Demirci Çagatay Dikici Tim Atherton Accelerating Sparse Deep Learning via Multi-Layer Tensor Reordering and Partitioning. 1-8 2025 HPEC https://doi.org/10.1109/HPEC67600.2025.11196476 conf/hpec/2025 db/conf/hpec/hpec2025.html#DemirciDA25 streams/conf/hpec

Joe Oakley 0001 Chris Conlan Gunduz Vehbi Demirci Alexandros Sfyridis Hakan Ferhatosmanoglu Foresight plus: serverless spatio-temporal traffic forecasting. 649-677 2024 October 28 GeoInformatica 4 https://doi.org/10.1007/s10707-024-00517-9 db/journals/geoinformatica/geoinformatica28.html#OakleyCDSF24 streams/journals/geoinformatica

Aparajita Haldar Shuang Wang 0005 Gunduz Vehbi Demirci Joe Oakley 0001 Hakan Ferhatosmanoglu Temporal Cascade Model for Analyzing Spread in Evolving Networks. 12:1-12:30 2023 June 9 ACM Trans. Spatial Algorithms Syst. 2 https://doi.org/10.1145/3579996 db/journals/tsas/tsas9.html#HaldarWDOF23

Chris Conlan Joe Oakley 0001 Gunduz Vehbi Demirci Alexandros Sfyridis Hakan Ferhatosmanoglu Real-Time Spatio-Temporal Forecasting with Dynamic Urban Event and Vehicle-Level Flow Information. 2023 EDBT/ICDT Workshops https://ceur-ws.org/Vol-3379/BMDA_2023_paper_7385.pdf conf/edbt/2023w db/conf/edbt/edbt2023w.html#ConlanODSF23

Gunduz Vehbi Demirci Aparajita Haldar Hakan Ferhatosmanoglu Scalable Graph Convolutional Network Training on Distributed-Memory Systems. 711-724 2022 16 Proc. VLDB Endow. 4 https://www.vldb.org/pvldb/vol16/p711-demirci.pdf https://doi.org/10.14778/3574245.3574256 https://www.wikidata.org/entity/Q130863699 db/journals/pvldb/pvldb16.html#DemirciHF22

Aparajita Haldar Shuang Wang 0005 Gunduz Vehbi Demirci Joe Oakley 0001 Hakan Ferhatosmanoglu Temporal Cascade Model for Analyzing Spread in Evolving Networks with Disease Monitoring Applications. 2022 abs/2203.14925 CoRR https://doi.org/10.48550/arXiv.2203.14925 db/journals/corr/corr2203.html#abs-2203-14925

Gunduz Vehbi Demirci Aparajita Haldar Hakan Ferhatosmanoglu Scalable Graph Convolutional Network Training on Distributed-Memory Systems. 2022 abs/2212.05009 CoRR https://doi.org/10.48550/arXiv.2212.05009 db/journals/corr/corr2212.html#abs-2212-05009

Chris Conlan Teddy Cunningham Gunduz Vehbi Demirci Hakan Ferhatosmanoglu Collective shortest paths for minimizing congestion on temporal load-aware road networks. 1:1-1:10 2021 IWCTS@SIGSPATIAL https://doi.org/10.1145/3486629.3490691 https://www.wikidata.org/entity/Q130904406 conf/gis/2021iwcts db/conf/gis/iwcts2021.html#ConlanCDF21 Gunduz Vehbi Demirci Hakan Ferhatosmanoglu Partitioning sparse deep neural networks for scalable training and inference. 254-265 2021 ICS https://doi.org/10.1145/3447818.3460372 conf/ics/2021 db/conf/ics/ics2021.html#DemirciF21

Gunduz Vehbi Demirci Hakan Ferhatosmanoglu Partitioning sparse deep neural networks for scalable training and inference. 2021 abs/2104.11805 CoRR https://arxiv.org/abs/2104.11805 db/journals/corr/corr2104.html#abs-2104-11805

Chris Conlan Teddy Cunningham Gunduz Vehbi Demirci Hakan Ferhatosmanoglu Collective Shortest Paths for Minimizing Congestion on Temporal Load-Aware Road Networks. 2021 abs/2110.09937 CoRR https://arxiv.org/abs/2110.09937 db/journals/corr/corr2110.html#abs-2110-09937

Gunduz Vehbi Demirci Cevdet Aykanat Scaling sparse matrix-matrix multiplication in the accumulo database. 31-62 2020 38 Distributed Parallel Databases 1 https://doi.org/10.1007/s10619-019-07257-y https://www.wikidata.org/entity/Q128504284 db/journals/dpd/dpd38.html#DemirciA20

Gunduz Vehbi Demirci Cevdet Aykanat Cartesian Partitioning Models for 2D and 3D Parallel SpGEMM Algorithms. 2763-2775 2020 31 IEEE Trans. Parallel Distributed Syst. 12 https://doi.org/10.1109/TPDS.2020.3000708 db/journals/tpds/tpds31.html#DemirciA20

Gunduz Vehbi Demirci Partitioning models for scaling distributed graph computations (Dağıtık çizge hesaplamalarının ölçeklendirilmesi için bölümleme yöntemleri) İhsan Doğramacı Bilkent University, Turkey 2019 https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=aFs8xrgi08lHyG3BnUNjjA&no=bEtfVRxjcIoLqwNRcoC57A

Oguz Selvitopi Gunduz Vehbi Demirci Ata Turk Cevdet Aykanat Locality-aware and load-balanced static task scheduling for MapReduce. 49-61 2019 90 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2018.06.035 https://www.wikidata.org/entity/Q129453806 db/journals/fgcs/fgcs90.html#SelvitopiDTA19

Gunduz Vehbi Demirci Hakan Ferhatosmanoglu Cevdet Aykanat Cascade-aware partitioning of large graph databases. 329-350 2019 28 VLDB J. 3 https://doi.org/10.1007/s00778-018-0531-8 db/journals/vldb/vldb28.html#DemirciFA19

Ata Turk Gunduz Vehbi Demirci Cevdet Aykanat Sebastian von Alfthan Ilja Honkonen Investigation of Load Balancing Scalability in Space Plasma Simulations. 558-562 2012 PARA https://doi.org/10.1007/978-3-642-36803-5_46 conf/para/2012 db/conf/para/para2012.html#TurkDAAH12

Ata Turk Cevdet Aykanat Gunduz Vehbi Demirci Sebastian von Alfthan Ilja Honkonen Improving the Load Balancing Performance of Vlasiator http://arxiv.org/abs/1111.6324 2011 CoRR abs/1111.6324 db/journals/corr/corr1111.html#abs-1111-6324

Sebastian von Alfthan Tim Atherton Cevdet Aykanat Chris Conlan Teddy Cunningham Çagatay Dikici Hakan Ferhatosmanoglu Aparajita Haldar Ilja Honkonen Joe Oakley 0001 Oguz Selvitopi Alexandros Sfyridis Ata Turk Shuang Wang 0005