Gunduz Vehbi Demirci
Gunduz Vehbi Demirci
Imagination Technologies
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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
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
Scaling sparse matrix-matrix multiplication in the accumulo database
GV Demirci, C Aykanat
Distributed and Parallel Databases 38, 31-62, 2020
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
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
Scalable graph convolutional network training on distributed-memory systems
GV Demirci, A Haldar, H Ferhatosmanoglu
arXiv preprint arXiv:2212.05009, 2022
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
Cascade-aware partitioning of large graph databases
GV Demirci, H Ferhatosmanoglu, C Aykanat
The VLDB Journal 28, 329-350, 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
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
Foresight Plus: Scalable Serverless Real-Time Spatio-Temporal Traffic Forecasting
J Oakley, C Conlan, GV Demirci, A Sfyridis, H Ferhatosmanoglu
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
Partitioning models for scaling distributed graph computations
GV Demirci
PQDT-Global, 2019
Application of map/reduce paradigm in supercomputing systems
GV Demirci
PQDT-Global, 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
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
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