128 entries « ‹ 1 of 3
› » 2024
Cheng, Liang; Singh, Prashant; Ferranti, Francesco
Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks Journal Article
In: arxiv preprint arXiv:2401.12254, 2024.
@article{cheng2024transfer,
title = {Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks},
author = {Liang Cheng and Prashant Singh and Francesco Ferranti},
year = {2024},
date = {2024-01-01},
journal = {arxiv preprint arXiv:2401.12254},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Zhang, Tianru; Gupta, Ankit; Rodr'ıguez, Mar'ıa Andre'ına Francisco; Spjuth, Ola; Hellander, Andreas; Toor, Salman
Data management of scientific applications in a reinforcement learning-based
hierarchical storage system Journal Article
In: Expert Syst. Appl., vol. 237, no. Part B, pp. 121443, 2024.
@article{DBLP:journals/eswa/ZhangGRSHT24,
title = {Data management of scientific applications in a reinforcement learning-based
hierarchical storage system},
author = {Tianru Zhang and Ankit Gupta and Mar'ıa Andre'ına Francisco Rodr'ıguez and Ola Spjuth and Andreas Hellander and Salman Toor},
url = {https://doi.org/10.1016/j.eswa.2023.121443},
doi = {10.1016/J.ESWA.2023.121443},
year = {2024},
date = {2024-01-01},
journal = {Expert Syst. Appl.},
volume = {237},
number = {Part B},
pages = {121443},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Fronk, Colby; Yun, Jaewoong; Singh, Prashant; Petzold, Linda
Bayesian polynomial neural networks and polynomial neural ordinary differential equations Journal Article
In: arXiv preprint arXiv:2308.10892, 2023.
@article{fronk2023bayesian,
title = {Bayesian polynomial neural networks and polynomial neural ordinary differential equations},
author = {Colby Fronk and Jaewoong Yun and Prashant Singh and Linda Petzold},
year = {2023},
date = {2023-01-01},
journal = {arXiv preprint arXiv:2308.10892},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Chu, Junjie; Singh, Prashant; Toor, Salman
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities Proceedings Article
In: 2023 IEEE 16th International Conference on Cloud Computing (CLOUD), pp. 486–492, IEEE 2023.
@inproceedings{chu2023efficient,
title = {Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities},
author = {Junjie Chu and Prashant Singh and Salman Toor},
year = {2023},
date = {2023-01-01},
booktitle = {2023 IEEE 16th International Conference on Cloud Computing (CLOUD)},
pages = {486–492},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Karakulev, Aleksandr; Zachariah, Dave; Singh, Prashant
Adaptive Parameter-Free Robust Learning using Latent Bernoulli Variables Journal Article
In: arXiv preprint arXiv:2312.00585, 2023.
@article{karakulev2023adaptive,
title = {Adaptive Parameter-Free Robust Learning using Latent Bernoulli Variables},
author = {Aleksandr Karakulev and Dave Zachariah and Prashant Singh},
year = {2023},
date = {2023-01-01},
journal = {arXiv preprint arXiv:2312.00585},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Zhang, Tianru; Hellander, Andreas; Toor, Salman
Efficient Hierarchical Storage Management Empowered by Reinforcement
Learning Journal Article
In: IEEE Trans. Knowl. Data Eng., vol. 35, no. 6, pp. 5780–5793, 2023.
@article{DBLP:journals/tkde/ZhangHT23,
title = {Efficient Hierarchical Storage Management Empowered by Reinforcement
Learning},
author = {Tianru Zhang and Andreas Hellander and Salman Toor},
url = {https://doi.org/10.1109/TKDE.2022.3176753},
doi = {10.1109/TKDE.2022.3176753},
year = {2023},
date = {2023-01-01},
journal = {IEEE Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {5780–5793},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Zhang, Tianru; Hellander, Andreas; Toor, Salman
Efficient Hierarchical Storage Management Empowered by Reinforcement
Learning Extended Abstract Proceedings Article
In: 39th IEEE International Conference on Data Engineering, ICDE 2023,
Anaheim, CA, USA, April 3-7, 2023, pp. 3869–3870, IEEE, 2023.
@inproceedings{DBLP:conf/icde/ZhangHT23,
title = {Efficient Hierarchical Storage Management Empowered by Reinforcement
Learning Extended Abstract},
author = {Tianru Zhang and Andreas Hellander and Salman Toor},
url = {https://doi.org/10.1109/ICDE55515.2023.00361},
doi = {10.1109/ICDE55515.2023.00361},
year = {2023},
date = {2023-01-01},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3869–3870},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Ju, Li; Zhang, Tianru; Toor, Salman; Hellander, Andreas
Accelerating Fair Federated Learning: Adaptive Federated Adam Journal Article
In: CoRR, vol. abs/2301.09357, 2023.
@article{DBLP:journals/corr/abs-2301-09357,
title = {Accelerating Fair Federated Learning: Adaptive Federated Adam},
author = {Li Ju and Tianru Zhang and Salman Toor and Andreas Hellander},
url = {https://doi.org/10.48550/arXiv.2301.09357},
doi = {10.48550/ARXIV.2301.09357},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2301.09357},
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Ait-Mlouk, Addi; Alawadi, Sadi; Toor, Salman; Hellander, Andreas
FedBot: Enhancing Privacy in Chatbots with Federated Learning Journal Article
In: CoRR, vol. abs/2304.03228, 2023.
@article{DBLP:journals/corr/abs-2304-03228,
title = {FedBot: Enhancing Privacy in Chatbots with Federated Learning},
author = {Addi Ait-Mlouk and Sadi Alawadi and Salman Toor and Andreas Hellander},
url = {https://doi.org/10.48550/arXiv.2304.03228},
doi = {10.48550/ARXIV.2304.03228},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2304.03228},
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Alawadi, Sadi; Ait-Mlouk, Addi; Toor, Salman; Hellander, Andreas
Toward efficient resource utilization at edge nodes in federated learning Journal Article
In: CoRR, vol. abs/2309.10367, 2023.
@article{DBLP:journals/corr/abs-2309-10367,
title = {Toward efficient resource utilization at edge nodes in federated learning},
author = {Sadi Alawadi and Addi Ait-Mlouk and Salman Toor and Andreas Hellander},
url = {https://doi.org/10.48550/arXiv.2309.10367},
doi = {10.48550/ARXIV.2309.10367},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
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Chu, Junjie; Singh, Prashant; Toor, Salman
Efficient Resource Scheduling for Distributed Infrastructures Using
Negotiation Capabilities Proceedings Article
In: 16th IEEE International Conference on Cloud Computing, CLOUD 2023,
Chicago, IL, USA, July 2-8, 2023, pp. 486–492, IEEE, 2023.
@inproceedings{DBLP:conf/IEEEcloud/ChuST23,
title = {Efficient Resource Scheduling for Distributed Infrastructures Using
Negotiation Capabilities},
author = {Junjie Chu and Prashant Singh and Salman Toor},
url = {https://doi.org/10.1109/CLOUD60044.2023.00065},
doi = {10.1109/CLOUD60044.2023.00065},
year = {2023},
date = {2023-01-01},
booktitle = {16th IEEE International Conference on Cloud Computing, CLOUD 2023,
Chicago, IL, USA, July 2-8, 2023},
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Al-Naday, Mays F.; Reed, Martin J.; Dobre, Vlad; Toor, Salman; Volckaert, Bruno; Turck, Filip De
Service-based Federated Deep Reinforcement Learning for Anomaly Detection
in Fog Ecosystems Proceedings Article
In: Lopez, Diego; Montpetit, Marie-José; Cerroni, Walter; Mauro, Mario Di; Borylo, Piotr (Ed.): 26th Conference on Innovation in Clouds, Internet and Networks, ICIN
2023, Paris, France, March 6-9, 2023, pp. 121–128, IEEE, 2023.
@inproceedings{DBLP:conf/icin/AlNadayRDTVT23,
title = {Service-based Federated Deep Reinforcement Learning for Anomaly Detection
in Fog Ecosystems},
author = {Mays F. Al-Naday and Martin J. Reed and Vlad Dobre and Salman Toor and Bruno Volckaert and Filip De Turck},
editor = {Diego Lopez and Marie-José Montpetit and Walter Cerroni and Mario Di Mauro and Piotr Borylo},
url = {https://doi.org/10.1109/ICIN56760.2023.10073495},
doi = {10.1109/ICIN56760.2023.10073495},
year = {2023},
date = {2023-01-01},
booktitle = {26th Conference on Innovation in Clouds, Internet and Networks, ICIN
2023, Paris, France, March 6-9, 2023},
pages = {121–128},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2022
Jiang, Richard; Singh, Prashant; Wrede, Fredrik; Hellander, Andreas; Petzold, Linda
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods Journal Article
In: PLoS computational biology, vol. 18, no. 1, pp. e1009830, 2022.
@article{jiang2022identification,
title = {Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods},
author = {Richard Jiang and Prashant Singh and Fredrik Wrede and Andreas Hellander and Linda Petzold},
year = {2022},
date = {2022-01-01},
journal = {PLoS computational biology},
volume = {18},
number = {1},
pages = {e1009830},
publisher = {Public Library of Science San Francisco, CA USA},
keywords = {},
pubstate = {published},
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Coulier, Adrien; Singh, Prashant; Sturrock, Marc; Hellander, Andreas
Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation Journal Article
In: PLOS Computational Biology, vol. 18, no. 12, pp. e1010683, 2022.
@article{coulier2022systematic,
title = {Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation},
author = {Adrien Coulier and Prashant Singh and Marc Sturrock and Andreas Hellander},
year = {2022},
date = {2022-01-01},
journal = {PLOS Computational Biology},
volume = {18},
number = {12},
pages = {e1010683},
publisher = {Public Library of Science San Francisco, CA USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Wrede, Fredrik; Eriksson, Robin; Jiang, Richard; Petzold, Linda; Engblom, Stefan; Hellander, Andreas; Singh, Prashant
Robust and integrative Bayesian neural networks for likelihood-free parameter inference Proceedings Article
In: 2022 International Joint Conference on Neural Networks (IJCNN), pp. 1–10, IEEE 2022.
@inproceedings{wrede2022robust,
title = {Robust and integrative Bayesian neural networks for likelihood-free parameter inference},
author = {Fredrik Wrede and Robin Eriksson and Richard Jiang and Linda Petzold and Stefan Engblom and Andreas Hellander and Prashant Singh},
year = {2022},
date = {2022-01-01},
booktitle = {2022 International Joint Conference on Neural Networks (IJCNN)},
pages = {1–10},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Ekmefjord, Morgan; Ait-Mlouk, Addi; Alawadi, Sadi; Åkesson, Mattias; Singh, Prashant; Spjuth, Ola; Toor, Salman; Hellander, Andreas
Scalable federated machine learning with fedn Proceedings Article
In: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), pp. 555–564, IEEE 2022.
@inproceedings{ekmefjord2022scalable,
title = {Scalable federated machine learning with fedn},
author = {Morgan Ekmefjord and Addi Ait-Mlouk and Sadi Alawadi and Mattias Åkesson and Prashant Singh and Ola Spjuth and Salman Toor and Andreas Hellander},
year = {2022},
date = {2022-01-01},
booktitle = {2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)},
pages = {555–564},
organization = {IEEE},
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Javed, Omar; Singh, Prashant; Reger, Giles; Toor, Salman
To test, or not to test: A proactive approach for deciding complete performance test initiation Proceedings Article
In: 2022 IEEE International Conference on Big Data (Big Data), pp. 4758–4767, IEEE 2022.
@inproceedings{javed2022test,
title = {To test, or not to test: A proactive approach for deciding complete performance test initiation},
author = {Omar Javed and Prashant Singh and Giles Reger and Salman Toor},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE International Conference on Big Data (Big Data)},
pages = {4758–4767},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mathias, Sonja; Coulier, Adrien; Hellander, Andreas
CBMOS: a GPU-enabled Python framework for the numerical study of
center-based models Journal Article
In: BMC Bioinform., vol. 23, no. 1, pp. 55, 2022.
@article{DBLP:journals/bmcbi/MathiasCH22,
title = {CBMOS: a GPU-enabled Python framework for the numerical study of
center-based models},
author = {Sonja Mathias and Adrien Coulier and Andreas Hellander},
url = {https://doi.org/10.1186/s12859-022-04575-4},
doi = {10.1186/S12859-022-04575-4},
year = {2022},
date = {2022-01-01},
journal = {BMC Bioinform.},
volume = {23},
number = {1},
pages = {55},
keywords = {},
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Jiang, Richard M.; Singh, Prashant; Wrede, Fredrik; Hellander, Andreas; Petzold, Linda R.
Identification of dynamic mass-action biochemical reaction networks
using sparse Bayesian methods Journal Article
In: PLoS Comput. Biol., vol. 18, no. 1, 2022.
@article{DBLP:journals/ploscb/JiangSWHP22,
title = {Identification of dynamic mass-action biochemical reaction networks
using sparse Bayesian methods},
author = {Richard M. Jiang and Prashant Singh and Fredrik Wrede and Andreas Hellander and Linda R. Petzold},
url = {https://doi.org/10.1371/journal.pcbi.1009830},
doi = {10.1371/JOURNAL.PCBI.1009830},
year = {2022},
date = {2022-01-01},
journal = {PLoS Comput. Biol.},
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Coulier, Adrien; Singh, Prashant; Sturrock, Marc; Hellander, Andreas
Systematic comparison of modeling fidelity levels and parameter inference
settings applied to negative feedback gene regulation Journal Article
In: PLoS Comput. Biol., vol. 18, no. 12, pp. 1010683, 2022.
@article{DBLP:journals/ploscb/CoulierSSH22,
title = {Systematic comparison of modeling fidelity levels and parameter inference
settings applied to negative feedback gene regulation},
author = {Adrien Coulier and Prashant Singh and Marc Sturrock and Andreas Hellander},
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volume = {18},
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Åkesson, Mattias; Singh, Prashant; Wrede, Fredrik; Hellander, Andreas
Convolutional Neural Networks as Summary Statistics for Approximate
Bayesian Computation Journal Article
In: IEEE ACM Trans. Comput. Biol. Bioinform., vol. 19, no. 6, pp. 3353–3365, 2022.
@article{DBLP:journals/tcbb/AkessonSWH22,
title = {Convolutional Neural Networks as Summary Statistics for Approximate
Bayesian Computation},
author = {Mattias Åkesson and Prashant Singh and Fredrik Wrede and Andreas Hellander},
url = {https://doi.org/10.1109/TCBB.2021.3108695},
doi = {10.1109/TCBB.2021.3108695},
year = {2022},
date = {2022-01-01},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
volume = {19},
number = {6},
pages = {3353–3365},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ekmefjord, Morgan; Ait-Mlouk, Addi; Alawadi, Sadi; Åkesson, Mattias; Singh, Prashant; Spjuth, Ola; Toor, Salman; Hellander, Andreas
Scalable federated machine learning with FEDn Proceedings Article
In: 22nd IEEE International Symposium on Cluster, Cloud and Internet
Computing, CCGrid 2022, Taormina, Italy, May 16-19, 2022, pp. 555–564, IEEE, 2022.
@inproceedings{DBLP:conf/ccgrid/EkmefjordAAASST22,
title = {Scalable federated machine learning with FEDn},
author = {Morgan Ekmefjord and Addi Ait-Mlouk and Sadi Alawadi and Mattias Åkesson and Prashant Singh and Ola Spjuth and Salman Toor and Andreas Hellander},
url = {https://doi.org/10.1109/CCGrid54584.2022.00065},
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year = {2022},
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Wrede, Fredrik; Eriksson, Robin; Jiang, Richard M.; Petzold, Linda R.; Engblom, Stefan; Hellander, Andreas; Singh, Prashant
Robust and integrative Bayesian neural networks for likelihood-free
parameter inference Proceedings Article
In: International Joint Conference on Neural Networks, IJCNN 2022, Padua,
Italy, July 18-23, 2022, pp. 1–10, IEEE, 2022.
@inproceedings{DBLP:conf/ijcnn/WredeEJPEHS22,
title = {Robust and integrative Bayesian neural networks for likelihood-free
parameter inference},
author = {Fredrik Wrede and Robin Eriksson and Richard M. Jiang and Linda R. Petzold and Stefan Engblom and Andreas Hellander and Prashant Singh},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892800},
doi = {10.1109/IJCNN55064.2022.9892800},
year = {2022},
date = {2022-01-01},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua,
Italy, July 18-23, 2022},
pages = {1–10},
publisher = {IEEE},
keywords = {},
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tppubtype = {inproceedings}
}
Zhang, Tianru; Toor, Salman; Hellander, Andreas
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement
Learning Journal Article
In: CoRR, vol. abs/2201.11668, 2022.
@article{DBLP:journals/corr/abs-2201-11668,
title = {Efficient Hierarchical Storage Management Framework Empowered by Reinforcement
Learning},
author = {Tianru Zhang and Salman Toor and Andreas Hellander},
url = {https://arxiv.org/abs/2201.11668},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2201.11668},
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Ait-Mlouk, Addi; Alawadi, Sadi; Toor, Salman; Hellander, Andreas
FedQAS: Privacy-aware machine reading comprehension with federated
learning Journal Article
In: CoRR, vol. abs/2202.04742, 2022.
@article{DBLP:journals/corr/abs-2202-04742,
title = {FedQAS: Privacy-aware machine reading comprehension with federated
learning},
author = {Addi Ait-Mlouk and Sadi Alawadi and Salman Toor and Andreas Hellander},
url = {https://arxiv.org/abs/2202.04742},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2202.04742},
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tppubtype = {article}
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Javed, Omar; Singh, Prashant; Reger, Giles; Toor, Salman
To test, or not to test: A proactive approach for deciding complete
performance test initiation Proceedings Article
In: Tsumoto, Shusaku; Ohsawa, Yukio; Chen, Lei; Poel, Dirk Van; Hu, Xiaohua; Motomura, Yoichi; Takagi, Takuya; Wu, Lingfei; Xie, Ying; Abe, Akihiro; Raghavan, Vijay (Ed.): IEEE International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022, pp. 4758–4767, IEEE, 2022.
@inproceedings{DBLP:conf/bigdataconf/JavedSRT22,
title = {To test, or not to test: A proactive approach for deciding complete
performance test initiation},
author = {Omar Javed and Prashant Singh and Giles Reger and Salman Toor},
editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan},
url = {https://doi.org/10.1109/BigData55660.2022.10020543},
doi = {10.1109/BIGDATA55660.2022.10020543},
year = {2022},
date = {2022-01-01},
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}
Javed, Omar; Singh, Prashant; Reger, Giles; Toor, Salman
To test, or not to test: A proactive approach for deciding complete
performance test initiation Journal Article
In: CoRR, vol. abs/2205.14749, 2022.
@article{DBLP:journals/corr/abs-2205-14749,
title = {To test, or not to test: A proactive approach for deciding complete
performance test initiation},
author = {Omar Javed and Prashant Singh and Giles Reger and Salman Toor},
url = {https://doi.org/10.48550/arXiv.2205.14749},
doi = {10.48550/ARXIV.2205.14749},
year = {2022},
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Clouard, Camille; Ausmees, Kristiina; Nettelblad, Carl
A joint use of pooling and imputation for genotyping SNPs Journal Article
In: BMC Bioinform., vol. 23, no. 1, pp. 421, 2022.
@article{DBLP:journals/bmcbi/ClouardAN22,
title = {A joint use of pooling and imputation for genotyping SNPs},
author = {Camille Clouard and Kristiina Ausmees and Carl Nettelblad},
url = {https://doi.org/10.1186/s12859-022-04974-7},
doi = {10.1186/S12859-022-04974-7},
year = {2022},
date = {2022-01-01},
journal = {BMC Bioinform.},
volume = {23},
number = {1},
pages = {421},
keywords = {},
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}
2021
Singh, Prashant; Wrede, Fredrik; Hellander, Andreas
Scalable machine learning-assisted model exploration and inference using Sciope Journal Article
In: Bioinformatics, vol. 37, no. 2, pp. 279–281, 2021.
@article{singh2021scalable,
title = {Scalable machine learning-assisted model exploration and inference using Sciope},
author = {Prashant Singh and Fredrik Wrede and Andreas Hellander},
year = {2021},
date = {2021-01-01},
journal = {Bioinformatics},
volume = {37},
number = {2},
pages = {279–281},
publisher = {Oxford University Press},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jiang, Richard; Jacob, Bruno; Geiger, Matthew; Matthew, Sean; Rumsey, Bryan; Singh, Prashant; Wrede, Fredrik; Yi, Tau-Mu; Drawert, Brian; Hellander, Andreas; others,
Epidemiological modeling in stochss live! Journal Article
In: Bioinformatics, vol. 37, no. 17, pp. 2787–2788, 2021.
@article{jiang2021epidemiological,
title = {Epidemiological modeling in stochss live!},
author = {Richard Jiang and Bruno Jacob and Matthew Geiger and Sean Matthew and Bryan Rumsey and Prashant Singh and Fredrik Wrede and Tau-Mu Yi and Brian Drawert and Andreas Hellander and others},
year = {2021},
date = {2021-01-01},
journal = {Bioinformatics},
volume = {37},
number = {17},
pages = {2787–2788},
publisher = {Oxford University Press},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Akesson, Mattias; Singh, Prashant; Wrede, Fredrik; Hellander, Andreas
Convolutional neural networks as summary statistics for approximate bayesian computation Journal Article
In: IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021.
@article{akesson2021convolutional,
title = {Convolutional neural networks as summary statistics for approximate bayesian computation},
author = {Mattias Akesson and Prashant Singh and Fredrik Wrede and Andreas Hellander},
year = {2021},
date = {2021-01-01},
journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jiang, Richard M; Wrede, Fredrik; Singh, Prashant; Hellander, Andreas; Petzold, Linda R
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators Journal Article
In: BMC bioinformatics, vol. 22, no. 1, pp. 339, 2021.
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Ju, Li; Singh, Prashant; Toor, Salman
Proactive autoscaling for edge computing systems with kubernetes Proceedings Article
In: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, pp. 1–8, 2021.
@inproceedings{ju2021proactive,
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Singh, Prashant; Wrede, Fredrik; Hellander, Andreas
Scalable machine learning-assisted model exploration and inference
using Sciope Journal Article
In: Bioinform., vol. 37, no. 2, pp. 279–281, 2021.
@article{DBLP:journals/bioinformatics/SinghWH21,
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Jiang, Richard M.; Jacob, Bruno; Geiger, Matthew; Matthew, Sean; Rumsey, Bryan; Singh, Prashant; Wrede, Fredrik; Yi, Tau-Mu; Drawert, Brian; Hellander, Andreas; Petzold, Linda R.
Epidemiological modeling in StochSS Live! Journal Article
In: Bioinform., vol. 37, no. 17, pp. 2787–2788, 2021.
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Jiang, Richard M.; Wrede, Fredrik; Singh, Prashant; Hellander, Andreas; Petzold, Linda R.
Accelerated regression-based summary statistics for discrete stochastic
systems via approximate simulators Journal Article
In: BMC Bioinform., vol. 22, no. 1, pp. 339, 2021.
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Wrede, Fredrik; Eriksson, Robin; Jiang, Richard M.; Petzold, Linda R.; Engblom, Stefan; Hellander, Andreas; Singh, Prashant
Robust and integrative Bayesian neural networks for likelihood-free
parameter inference Journal Article
In: CoRR, vol. abs/2102.06521, 2021.
@article{DBLP:journals/corr/abs-2102-06521,
title = {Robust and integrative Bayesian neural networks for likelihood-free
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url = {https://arxiv.org/abs/2102.06521},
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Ekmefjord, Morgan; Ait-Mlouk, Addi; Alawadi, Sadi; Åkesson, Mattias; Stoyanova, Desislava; Spjuth, Ola; Toor, Salman; Hellander, Andreas
Scalable federated machine learning with FEDn Journal Article
In: CoRR, vol. abs/2103.00148, 2021.
@article{DBLP:journals/corr/abs-2103-00148,
title = {Scalable federated machine learning with FEDn},
author = {Morgan Ekmefjord and Addi Ait-Mlouk and Sadi Alawadi and Mattias Åkesson and Desislava Stoyanova and Ola Spjuth and Salman Toor and Andreas Hellander},
url = {https://arxiv.org/abs/2103.00148},
year = {2021},
date = {2021-01-01},
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Spjuth, Ola; Capuccini, Marco; Carone, Matteo; Larsson, Anders; Schaal, Wesley; Novella, Jon Ander; Stein, Oliver; Ekmefjord, Morgan; Tommaso, Paolo Di; Floden, Evan W.; Notredame, Cédric; Moreno, Pablo A.; Hellander, Andreas; Khoonsari, Payam Emami; Herman, Stephanie; Kultima, Kim; Lampa, Samuel
Approaches for containerized scientific workflows in cloud environments
with applications in life science Journal Article
In: F1000Research, vol. 10, pp. 513, 2021.
@article{DBLP:journals/f1000research/SpjuthCCLSNSETFNMHKHKL21,
title = {Approaches for containerized scientific workflows in cloud environments
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author = {Ola Spjuth and Marco Capuccini and Matteo Carone and Anders Larsson and Wesley Schaal and Jon Ander Novella and Oliver Stein and Morgan Ekmefjord and Paolo Di Tommaso and Evan W. Floden and Cédric Notredame and Pablo A. Moreno and Andreas Hellander and Payam Emami Khoonsari and Stephanie Herman and Kim Kultima and Samuel Lampa},
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Morsbach, Felix; Toor, Salman
DecFL: An Ubiquitous Decentralized Model Training Protocol and Framework
Empowered by Blockchain Proceedings Article
In: Gai, Keke; Choo, Kim-Kwang Raymond (Ed.): BSCI '21: Proceedings of the 3rd ACM International Symposium on
Blockchain and Secure Critical Infrastructure, Virtual Event, Hong
Kong, June 7, 2021, pp. 61–70, ACM, 2021.
@inproceedings{DBLP:conf/bsci/MorsbachT21,
title = {DecFL: An Ubiquitous Decentralized Model Training Protocol and Framework
Empowered by Blockchain},
author = {Felix Morsbach and Salman Toor},
editor = {Keke Gai and Kim-Kwang Raymond Choo},
url = {https://doi.org/10.1145/3457337.3457842},
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Javed, Omar; Toor, Salman
An Evaluation of Container Security Vulnerability Detection Tools Proceedings Article
In: ICCBDC 2021: 5th International Conference on Cloud and Big Data
Computing, Liverpool, United Kingdom, August 13 - 15, 2021, pp. 95–101, ACM, 2021.
@inproceedings{DBLP:conf/iccbdc/JavedT21,
title = {An Evaluation of Container Security Vulnerability Detection Tools},
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url = {https://doi.org/10.1145/3481646.3481661},
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Ju, Li; Singh, Prashant; Toor, Salman
Proactive autoscaling for edge computing systems with kubernetes Proceedings Article
In: Bittencourt, Luiz F.; Sill, Alan (Ed.): UCC '21: 2021 IEEE/ACM 14th International Conference on Utility
and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021
- Companion Volume, pp. 22:1–22:8, ACM, 2021.
@inproceedings{DBLP:conf/ucc/JuST21,
title = {Proactive autoscaling for edge computing systems with kubernetes},
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Javed, Omar; Toor, Salman
Understanding the Quality of Container Security Vulnerability Detection
Tools Journal Article
In: CoRR, vol. abs/2101.03844, 2021.
@article{DBLP:journals/corr/abs-2101-03844,
title = {Understanding the Quality of Container Security Vulnerability Detection
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author = {Omar Javed and Salman Toor},
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Ju, Li; Singh, Prashant; Toor, Salman
Proactive Autoscaling for Edge Computing Systems with Kubernetes Journal Article
In: CoRR, vol. abs/2112.10127, 2021.
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title = {Proactive Autoscaling for Edge Computing Systems with Kubernetes},
author = {Li Ju and Prashant Singh and Salman Toor},
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Shao, Yunqi; Dietrich, Florian M.; Nettelblad, Carl; Zhang, Chao
Training Algorithm Matters for the Performance of Neural Network Potential Journal Article
In: CoRR, vol. abs/2109.03769, 2021.
@article{DBLP:journals/corr/abs-2109-03769,
title = {Training Algorithm Matters for the Performance of Neural Network Potential},
author = {Yunqi Shao and Florian M. Dietrich and Carl Nettelblad and Chao Zhang},
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2020
Singh, Prashant; Elamin, Mona Mohamed; Toor, Salman
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets Proceedings Article
In: 2020 IEEE Green Technologies Conference (GreenTech), pp. 109–114, IEEE 2020.
@inproceedings{singh2020towards,
title = {Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets},
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Stein, Oliver; Blamey, Ben; Karlsson, Johan; Sabirsh, Alan; Spjuth, Ola; Hellander, Andreas; Toor, Salman
Smart Resource Management for Data Streaming using an Online Bin-packing
Strategy Proceedings Article
In: Wu, Xintao; Jermaine, Chris; Xiong, Li; Hu, Xiaohua; Kotevska, Olivera; Lu, Siyuan; Xu, Weija; Aluru, Srinivas; Zhai, Chengxiang; Al-Masri, Eyhab; Chen, Zhiyuan; Saltz, Jeff (Ed.): 2020 IEEE International Conference on Big Data (IEEE BigData 2020),
Atlanta, GA, USA, December 10-13, 2020, pp. 2207–2216, IEEE, 2020.
@inproceedings{DBLP:conf/bigdataconf/SteinBKSSHT20,
title = {Smart Resource Management for Data Streaming using an Online Bin-packing
Strategy},
author = {Oliver Stein and Ben Blamey and Johan Karlsson and Alan Sabirsh and Ola Spjuth and Andreas Hellander and Salman Toor},
editor = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al-Masri and Zhiyuan Chen and Jeff Saltz},
url = {https://doi.org/10.1109/BigData50022.2020.9378241},
doi = {10.1109/BIGDATA50022.2020.9378241},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE International Conference on Big Data (IEEE BigData 2020),
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pages = {2207–2216},
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Stein, Oliver; Blamey, Ben; Karlsson, Johan; Sabirsh, Alan; Spjuth, Ola; Hellander, Andreas; Toor, Salman
Smart Resource Management for Data Streaming using an Online Bin-packing
Strategy Journal Article
In: CoRR, vol. abs/2001.10865, 2020.
@article{DBLP:journals/corr/abs-2001-10865,
title = {Smart Resource Management for Data Streaming using an Online Bin-packing
Strategy},
author = {Oliver Stein and Ben Blamey and Johan Karlsson and Alan Sabirsh and Ola Spjuth and Andreas Hellander and Salman Toor},
url = {https://arxiv.org/abs/2001.10865},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
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Åkesson, Mattias; Singh, Prashant; Wrede, Fredrik; Hellander, Andreas
Convolutional Neural Networks as Summary Statistics for Approximate
Bayesian Computation Journal Article
In: CoRR, vol. abs/2001.11760, 2020.
@article{DBLP:journals/corr/abs-2001-11760,
title = {Convolutional Neural Networks as Summary Statistics for Approximate
Bayesian Computation},
author = {Mattias Åkesson and Prashant Singh and Fredrik Wrede and Andreas Hellander},
url = {https://arxiv.org/abs/2001.11760},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
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Singh, Prashant; Elamin, Mona Mohamed; Toor, Salman
Towards Smart e-Infrastructures, A Community Driven Approach Based
on Real Datasets Journal Article
In: CoRR, vol. abs/2012.09579, 2020.
@article{DBLP:journals/corr/abs-2012-09579,
title = {Towards Smart e-Infrastructures, A Community Driven Approach Based
on Real Datasets},
author = {Prashant Singh and Mona Mohamed Elamin and Salman Toor},
url = {https://arxiv.org/abs/2012.09579},
year = {2020},
date = {2020-01-01},
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