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ORCIDSalman Zubair Toor
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2020 – today
- 2024
[j11]Mays F. Al-Naday
, Vlad Dobre, Martin Reed, Salman Toor, Bruno Volckaert, Filip De Turck:
Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems. Ann. des Télécommunications 79(3-4): 165-178 (2024)- [j10]Tianru Zhang, Ankit Gupta, María Andreína Francisco Rodríguez, Ola Spjuth, Andreas Hellander, Salman Toor:
Data management of scientific applications in a reinforcement learning-based hierarchical storage system. Expert Syst. Appl. 237(Part B): 121443 (2024) - [j9]Sadi Alawadi, Addi Ait-Mlouk, Salman Toor, Andreas Hellander:
Toward efficient resource utilization at edge nodes in federated learning. Prog. Artif. Intell. 13(2): 101-117 (2024) - [c21]Zhenlu Sun, André M. H. Teixeira, Salman Toor:
GNN-IDS: Graph Neural Network based Intrusion Detection System. ARES 2024: 14:1-14:12 - [i20]Junjie Chu, Prashant Singh, Salman Toor:
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities. CoRR abs/2402.06938 (2024) - [i19]Haoyuan Li, Salman Toor:
Empowering Data Mesh with Federated Learning. CoRR abs/2403.17878 (2024) - 2023
- [j8]Tianru Zhang, Andreas Hellander, Salman Toor:
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(6): 5780-5793 (2023) - [c20]Junjie Chu, Prashant Singh, Salman Toor:
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities. CLOUD 2023: 486-492 - [c19]Weilin Zhang, Salman Toor, Mays F. Al-Naday:
Federated Machine Learning for Resource Allocation in Multi-domain Fog Ecosystems. CloudNet 2023: 290-298 - [c18]Tianru Zhang, Andreas Hellander, Salman Toor:
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract. ICDE 2023: 3869-3870 - [c17]Mays F. Al-Naday, Martin J. Reed, Vlad Dobre, Salman Toor, Bruno Volckaert, Filip De Turck:
Service-based Federated Deep Reinforcement Learning for Anomaly Detection in Fog Ecosystems. ICIN 2023: 121-128 - [i18]Li Ju, Tianru Zhang, Salman Toor, Andreas Hellander:
Accelerating Fair Federated Learning: Adaptive Federated Adam. CoRR abs/2301.09357 (2023) - [i17]Addi Ait-Mlouk, Sadi Alawadi, Salman Toor, Andreas Hellander:
FedBot: Enhancing Privacy in Chatbots with Federated Learning. CoRR abs/2304.03228 (2023) - [i16]Sadi Alawadi, Addi Ait-Mlouk, Salman Toor, Andreas Hellander:
Toward efficient resource utilization at edge nodes in federated learning. CoRR abs/2309.10367 (2023) - 2022
- [c16]Omar Javed, Prashant Singh, Giles Reger, Salman Toor:
To test, or not to test: A proactive approach for deciding complete performance test initiation. IEEE Big Data 2022: 4758-4767 - [c15]Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander:
Scalable federated machine learning with FEDn. CCGRID 2022: 555-564 - [i15]Tianru Zhang, Salman Toor, Andreas Hellander:
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning. CoRR abs/2201.11668 (2022) - [i14]Addi Ait-Mlouk, Sadi Alawadi, Salman Toor, Andreas Hellander:
FedQAS: Privacy-aware machine reading comprehension with federated learning. CoRR abs/2202.04742 (2022) - [i13]Omar Javed, Prashant Singh, Giles Reger, Salman Toor:
To test, or not to test: A proactive approach for deciding complete performance test initiation. CoRR abs/2205.14749 (2022) - 2021
- [c14]Felix Morsbach, Salman Toor:
DecFL: An Ubiquitous Decentralized Model Training Protocol and Framework Empowered by Blockchain. BSCI 2021: 61-70 - [c13]Omar Javed, Salman Toor:
An Evaluation of Container Security Vulnerability Detection Tools. ICCBDC 2021: 95-101 - [c12]Li Ju, Prashant Singh, Salman Toor:
Proactive autoscaling for edge computing systems with kubernetes. UCC Companion 2021: 22:1-22:8 - [i12]Omar Javed, Salman Toor:
Understanding the Quality of Container Security Vulnerability Detection Tools. CoRR abs/2101.03844 (2021) - [i11]Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Desislava Stoyanova, Ola Spjuth, Salman Toor, Andreas Hellander:
Scalable federated machine learning with FEDn. CoRR abs/2103.00148 (2021) - [i10]Li Ju, Prashant Singh, Salman Toor:
Proactive Autoscaling for Edge Computing Systems with Kubernetes. CoRR abs/2112.10127 (2021) - 2020
- [c11]Oliver Stein, Ben Blamey, Johan Karlsson, Alan Sabirsh, Ola Spjuth, Andreas Hellander, Salman Toor:
Smart Resource Management for Data Streaming using an Online Bin-packing Strategy. IEEE BigData 2020: 2207-2216 - [i9]Oliver Stein, Ben Blamey, Johan Karlsson, Alan Sabirsh, Ola Spjuth, Andreas Hellander, Salman Toor:
Smart Resource Management for Data Streaming using an Online Bin-packing Strategy. CoRR abs/2001.10865 (2020) - [i8]Prashant Singh, Mona Mohamed Elamin, Salman Toor:
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets. CoRR abs/2012.09579 (2020)
2010 – 2019
- 2019
- [j7]Marco Capuccini, Anders Larsson, Matteo Carone, Jon Ander Novella, Noureddin Sadawi, Jianliang Gao, Salman Toor, Ola Spjuth:
On-demand virtual research environments using microservices. PeerJ Comput. Sci. 5: e232 (2019) - [c10]Ben Blamey, Andreas Hellander, Salman Toor:
Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific Computing. Bench 2019: 335-347 - [c9]Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor:
Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads. CCGRID 2019: 576-583 - [i7]Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor:
Adapting The Secretary Hiring Problem for Optimal Hot-Cold Tier Placement under Top-K Workloads. CoRR abs/1901.07335 (2019) - [i6]Ben Blamey, Ida-Maria Sintorn, Andreas Hellander, Salman Toor:
Resource- and Message Size-Aware Scheduling of Stream Processing at the Edge with application to Realtime Microscopy. CoRR abs/1912.09088 (2019) - 2018
- [j6]Kristiina Ausmees, Aji John, Salman Zubair Toor, Andreas Hellander, Carl Nettelblad:
BAMSI: a multi-cloud service for scalable distributed filtering of massive genome data. BMC Bioinform. 19(1): 240:1-240:11 (2018) - [j5]Laeeq Ahmed, Valentin Georgiev, Marco Capuccini, Salman Zubair Toor, Wesley Schaal, Erwin Laure, Ola Spjuth:
Efficient iterative virtual screening with Apache Spark and conformal prediction. J. Cheminformatics 10(1): 8:1-8:8 (2018) - [j4]Lirim Osmani, Salman Toor, Miika Komu, Matti J. Kortelainen, Tomas Lindén, John White, Rasib Hassan Khan, Paula Eerola, Sasu Tarkoma:
Secure Cloud Connectivity for Scientific Applications. IEEE Trans. Serv. Comput. 11(4): 658-670 (2018) - [c8]Preechakorn Torruangwatthana, Håkan Wieslander, Ben Blamey, Andreas Hellander, Salman Zubair Toor:
HarmonicIO: Scalable Data Stream Processing for Scientific Datasets. IEEE CLOUD 2018: 879-882 - [i5]Marco Capuccini, Anders Larsson, Matteo Carone, Jon Ander Novella, Noureddin Sadawi, Jianliang Gao, Salman Zubair Toor, Ola Spjuth:
KubeNow: an On-Demand Cloud-Agnostic Platform for Microservices-Based Research Environments. CoRR abs/1805.06180 (2018) - [i4]Ben Blamey, Andreas Hellander, Salman Zubair Toor:
Apache Spark Streaming and HarmonicIO: A Performance and Architecture Comparison. CoRR abs/1807.07724 (2018) - [i3]Marco Capuccini, Salman Zubair Toor, Staffan Arvidsson, Ola Spjuth:
MaRe: Container-Based Parallel Computing with Data Locality. CoRR abs/1808.02318 (2018) - 2017
- [j3]Behrang Mahjani, Salman Zubair Toor, Carl Nettelblad, Sverker Holmgren:
A Flexible Computational Framework Using R and Map-Reduce for Permutation Tests of Massive Genetic Analysis of Complex Traits. IEEE ACM Trans. Comput. Biol. Bioinform. 14(2): 381-392 (2017) - [c7]Alieu Jallow, Andreas Hellander, Salman Zubair Toor:
Cost-aware Application Development and Management using CLOUD-METRIC. CLOSER 2017: 487-494 - [c6]Salman Zubair Toor, Mathias Lindberg, Ingemar Falman, Andreas Vallin, Olof Mohill, Pontus Freyhult, Linus Nilsson, Martin Agback, Lars Viklund, Henric Zazzik, Ola Spjuth, Marco Capuccini, Joakim Moller, Donal Murtagh, Andreas Hellander:
SNIC Science Cloud (SSC): A National-Scale Cloud Infrastructure for Swedish Academia. eScience 2017: 219-227 - [c5]Marco Capuccini, Anders Larsson, Salman Zubair Toor, Ola Spjuth:
KubeNow: A Cloud Agnostic Platform for Microservice-Oriented Applications. ICCSW 2017: 9:1-9:2 - 2016
- [j2]Brian Drawert, Michael Trogdon, Salman Zubair Toor, Linda R. Petzold, Andreas Hellander:
MOLNs: A Cloud Platform for Interactive, Reproducible, and Scalable Spatial Stochastic Computational Experiments in Systems Biology Using PyURDME. SIAM J. Sci. Comput. 38(3) (2016) - 2015
- [i2]Brian Drawert, Michael Trogdon, Salman Zubair Toor, Linda R. Petzold, Andreas Hellander:
MOLNs: A cloud platform for interactive, reproducible and scalable spatial stochastic computational experiments in systems biology using PyURDME. CoRR abs/1508.03604 (2015) - 2013
- [c4]Andrej Andrejev, Salman Zubair Toor, Andreas Hellander, Sverker Holmgren, Tore Risch:
Scientific Analysis by Queries in Extended SPARQL over a Scalable e-Science Data Store. e-Science 2013: 98-106 - 2012
- [b1]Salman Zubair Toor:
Managing Applications and Data in Distributed Computing Infrastructures. Uppsala University, Sweden, 2012 - [c3]Salman Zubair Toor, Rainer Töebbicke, Maitane Zotes Resines, Sverker Holmgren:
Investigating an Open Source Cloud Storage Infrastructure for CERN-specific Data Analysis. NAS 2012: 84-88 - 2011
- [c2]Salman Zubair Toor, Manivasakan Sabesan, Sverker Holmgren, Tore Risch:
A Scalable Architecture for e-Science Data Management. eScience 2011: 210-217 - 2010
- [j1]Owen Appleton, David G. Cameron, Jozef Cernák, Péter Dóbé, Mattias Ellert, Thomas Frågåt, Michael Grønager, Daniel Johansson, Johan Jönemo, Josva Kleist, Marek Kocan, Aleksandr Konstantinov, Balázs Kónya, Iván Márton, Bjarte Mohn, Steffen Möller, Henning Müller, Zsombor Nagy, Jon K. Nilsen, Farid Ould-Saada, Katarina Pajchel, Weizhong Qiang, Alexander L. Read, Peter Rosendahl, Gábor Röczei, Martin Savko, Martin Skou Andersen, Oxana Smirnova, Péter Stefán, Ferenc Szalai, Adrian Taga, Salman Zubair Toor, Anders Wäänänen, Xin Zhou:
The next-generation ARC middleware. Ann. des Télécommunications 65(11-12): 771-776 (2010) - [c1]Mahen Jayawardena, Carl Nettelblad, Salman Zubair Toor, Per-Olov Östberg, Erik Elmroth, Sverker Holmgren:
A Grid-Enabled Problem Solving Environment for QTL Analysis in R. BICoB 2010: 202-209 - [i1]Jon K. Nilsen, Salman Zubair Toor, Zsombor Nagy, Bjarte Mohn, Alexander L. Read:
Performance and Stability of the Chelonia Storage Cloud. CoRR abs/1002.0712 (2010)
Coauthor Index
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