Locality-aware and load-balanced static task scheduling for MapReduce O Selvitopi, GV Demirci, A Turk, C Aykanat Future generation computer systems 90, 49-61, 2019 | 30 | 2019 |
Partitioning sparse deep neural networks for scalable training and inference GV Demirci, H Ferhatosmanoglu Proceedings of the ACM International Conference on Supercomputing, 254-265, 2021 | 12 | 2021 |
Scaling sparse matrix-matrix multiplication in the accumulo database GV Demirci, C Aykanat Distributed and Parallel Databases 38, 31-62, 2020 | 12 | 2020 |
Temporal cascade model for analyzing spread in evolving networks A Haldar, S Wang, GV Demirci, J Oakley, H Ferhatosmanoglu ACM Transactions on Spatial Algorithms and Systems 9 (2), 1-30, 2023 | 10 | 2023 |
Scalable graph convolutional network training on distributed-memory systems GV Demirci, A Haldar, H Ferhatosmanoglu arXiv preprint arXiv:2212.05009, 2022 | 9 | 2022 |
Cartesian partitioning models for 2d and 3d parallel spgemm algorithms GV Demirci, C Aykanat IEEE Transactions on Parallel and Distributed Systems 31 (12), 2763-2775, 2020 | 9 | 2020 |
Collective shortest paths for minimizing congestion on temporal load-aware road networks C Conlan, T Cunningham, GV Demirci, H Ferhatosmanoglu Proceedings of the 14th ACM SIGSPATIAL International Workshop on …, 2021 | 5 | 2021 |
Cascade-aware partitioning of large graph databases GV Demirci, H Ferhatosmanoglu, C Aykanat The VLDB Journal 28, 329-350, 2019 | 4 | 2019 |
Real-time spatio-temporal forecasting with dynamic urban event and vehicle-level flow information C Conlan, J Oakley, GV Demirci, A Sfyridis, H Ferhatosmanoglu CEUR Workshop Proceedings 3379, 2023 | 3 | 2023 |
Investigation of load balancing scalability in space plasma simulations A Turk, GV Demirci, C Aykanat, S von Alfthan, I Honkonen Applied Parallel and Scientific Computing: 11th International Conference …, 2013 | 2 | 2013 |
Foresight plus: serverless spatio-temporal traffic forecasting J Oakley, C Conlan, GV Demirci, A Sfyridis, H Ferhatosmanoglu GeoInformatica, 1-29, 2024 | | 2024 |
Foresight Plus: Scalable Serverless Real-Time Spatio-Temporal Traffic Forecasting J Oakley, C Conlan, GV Demirci, A Sfyridis, H Ferhatosmanoglu | | 2023 |
Temporal Cascade Model for Analyzing Spread in Evolving Networks with Disease Monitoring Applications A Haldar, S Wang, G Demirci, J Oakley, H Ferhatosmanoglu arXiv preprint arXiv:2203.14925, 2022 | | 2022 |
Partitioning models for scaling distributed graph computations GV Demirci PQDT-Global, 2019 | | 2019 |
Application of map/reduce paradigm in supercomputing systems GV Demirci PQDT-Global, 2013 | | 2013 |
Improving the Load Balancing Performance of Vlasiator A Turk, C Aykanat, GV Demirci, S von Alfthan, I Honkonen arXiv preprint arXiv:1111.6324, 2011 | | 2011 |
Petascaling Machine Learning Applications with MR-MPI RO Selvitopi, GV Demirci, A Turk, C Aykanat | | |
MapReduce-based Parallelization of Sparse Matrix Kernels for Large-scale Scientific Applications GV Demirci, A Turk, RO Selvitopi, K Akbudak, C Aykanat | | |