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Selahattin Akkas
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Twister2: Tset high-performance iterative dataflow
P Wickramasinghe, S Kamburugamuve, K Govindarajan, V Abeykoon, ...
2019 International Conference on High Performance Big Data and Intelligent …, 2019
212019
A comparison of sales forecasting methods for a feed company: A case study
L Demir, S Akkaş
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 24 (4), 705-712, 2018
122018
Harpgbdt: Optimizing gradient boosting decision tree for parallel efficiency
B Peng, L Chen, J Li, M Jiang, S Akkas, E Smirnov, R Israfilov, ...
2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-11, 2019
112019
Streaming machine learning algorithms with big data systems
V Abeykoon, S Kamburugamuve, K Govindrarajan, P Wickramasinghe, ...
2019 IEEE International Conference on Big Data (Big Data), 5661-5666, 2019
102019
A fast video image detection using tensorflow mobile networks for racing cars
S Akkas, SS Maini, J Qiu
2019 IEEE International Conference on Big Data (Big Data), 5667-5672, 2019
92019
JGCL: Joint self-supervised and supervised graph contrastive learning
S Akkas, A Azad
Companion Proceedings of the Web Conference 2022, 1099-1105, 2022
52022
Rank position forecasting in car racing
B Peng, J Li, S Akkas, T Araki, O Yoshiyuki, J Qiu
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
52021
High‐performance iterative dataflow abstractions in Twister2: TSet
P Wickramasinghe, N Perera, S Kamburugamuve, K Govindarajan, ...
Concurrency and Computation: Practice and Experience 34 (12), e5998, 2022
42022
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
V Abeykoon, G Fox, M Kim, S Ekanayake, S Kamburugamuve, ...
Concurrency and Computation: Practice and Experience 34 (8), e6292, 2022
42022
Intel optane dcpmm and serverless computing
A Uyar, S Akkas, J Li, J Fox
arXiv preprint arXiv:2109.11021, 2021
32021
Twister2 Cross‐platform resource scheduler for big data
A Uyar, G Gunduz, S Kamburugamuve, P Wickramasinghe, C Widanage, ...
Concurrency and Computation: Practice and Experience 34 (9), e6502, 2022
12022
Comparison of simulated annealing parallelization methods for quadratic assignment problems
S Akkaş, K Kavaklıoğlu
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE, 2018
12018
Karesel atama probleminin tavlama benzetimi ve paralel programlama teknikleri kullanarak çözümü
S Akkaş
Pamukkale Üniversitesi Fen Bilimleri Enstitüsü, 2016
12016
GNNShap: Scalable and Accurate GNN Explanations using Shapley Values
S Akkas, A Azad
arXiv preprint arXiv:2401.04829, 2024
2024
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