Piotr Nawrocki

Orcid: 0000-0003-4512-9337

According to our database1, Piotr Nawrocki authored at least 46 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection.
J. Grid Comput., June, 2024

Optimizing multi-time series forecasting for enhanced cloud resource utilization based on machine learning.
Knowl. Based Syst., 2024

FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning.
J. Comput. Sci., 2024

Optimization of the Use of Cloud Computing Resources Using Exploratory Data Analysis and Machine Learning.
J. Artif. Intell. Soft Comput. Res., 2024

2023
QoS-Aware Cloud Resource Prediction for Computing Services.
IEEE Trans. Serv. Comput., 2023

Data-Driven Adaptive Prediction of Cloud Resource Usage.
J. Grid Comput., 2023

Long-Term Prediction of Cloud Resource Usage in High-Performance Computing.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Resource Usage Cost Optimization in Cloud Computing Using Machine Learning.
IEEE Trans. Cloud Comput., 2022

Modeling adaptive security-aware task allocation in mobile cloud computing.
Simul. Model. Pract. Theory, 2022

Anomaly detection in the context of long-term cloud resource usage planning.
Knowl. Inf. Syst., 2022

An Approach to Modeling a Real-Time Updated Environment Based on Messages from Agents.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Continuous authentication on mobile devices using behavioral biometrics.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Adaptive resource planning for cloud-based services using machine learning.
J. Parallel Distributed Comput., 2021

Cloud Resource Demand Prediction using Machine Learning in the Context of QoS Parameters.
J. Grid Comput., 2021

Adaptive context-aware service optimization in mobile cloud computing accounting for security aspects.
Concurr. Comput. Pract. Exp., 2021

A Comparison of Native and Cross-Platform Frameworks for Mobile Applications.
Computer, 2021

Assessment of the Viability of a Biometric Characteristic in the Context of Biometric Authentication on Mobile Devices.
Comput. Informatics, 2021

Multi-Platform Intelligent System for Multimodal Human-Computer Interaction.
Comput. Informatics, 2021

Security-aware job allocation in mobile cloud computing.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Heterogeneous Information Access System with a Natural Language Interface in the Context of Organization of Events.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

2020
Adaptive Context-Aware Energy Optimization for Services on Mobile Devices with Use of Machine Learning.
Wirel. Pers. Commun., 2020

Adaptive context-aware energy optimization for services on mobile devices with use of machine learning considering security aspects.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Adaptable mobile cloud computing environment with code transfer based on machine learning.
Pervasive Mob. Comput., 2019

VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing.
J. Grid Comput., 2019

Agent-Based System for Mobile Service Adaptation Using Online Machine Learning and Mobile Cloud Computing Paradigm.
Comput. Informatics, 2019

Detecting Gaze Direction Using Robot-Mounted and Mobile-Device Cameras.
Comput. Sci., 2019

2018
Adaptive Service Management in Mobile Cloud Computing by Means of Supervised and Reinforcement Learning.
J. Netw. Syst. Manag., 2018

Holistic approach to management of IT infrastructure for environmental monitoring and decision support systems with urgent computing capabilities.
Future Gener. Comput. Syst., 2018

2017
Autonomous Context-Based Service Optimization in Mobile Cloud Computing.
J. Grid Comput., 2017

Resource usage optimization in Mobile Cloud Computing.
Comput. Commun., 2017

2016
FPGA-Based Web Services - Infinite Potential or a Road to Nowhere?
IEEE Internet Comput., 2016

Learning Agent for a Service-Oriented Context-Aware Recommender System in Heterogeneous Environment.
Comput. Informatics, 2016

Quality of Experience in the context of mobile applications.
Comput. Sci., 2016

Notification Methods in Wireless Systems.
Comput. Sci., 2016

Embedded systems in the application of fog computing - Levee monitoring use case.
Proceedings of the 11th IEEE Symposium on Industrial Embedded Systems, 2016

2015
Construction of Hardware Components for the Internet of Services.
Comput. Informatics, 2015

Distributed Web Service Repository.
Comput. Sci., 2015

Holistic Approach to Urgent Computing for Flood Decision Support.
Proceedings of the International Conference on Computational Science, 2015

Analysis of notification methods with respect to mobile system characteristics.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Reconfigurable FPGA-based embedded Web services as distributed computational nodes.
Proceedings of the Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014
Implementation, Deployment and Governance of SOA Adaptive Systems.
Proceedings of the Advanced SOA Tools and Applications, 2014

Network management services based on the OpenFlow environment.
Comput. Sci., 2014

Public cloud computing for Software as a Service platforms.
Comput. Sci., 2014

Power aware MOM for telemetry-oriented applications using GPRS-enabled embedded devices - levee monitoring use case.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2008
SLA Monitoring and Management Framework for Telecommunication Services.
Proceedings of the Fourth International Conference on Networking and Services, 2008

1999
MMFramework - Distributed Environment for Control and Management of Multimedia Data.
Proceedings of the Eurographics Multimedia Workshop 1999, 1999


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