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Piotr Nawrocki

agh university of krakow

16H-index
63Paper Count
735Citation Count
Published Papers 20
Publication Date
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SPIRAL: A Novel Time Series to Image (TS2I) Transformation Method for Vision-Based Anomaly Detection
errMachine Learning
IF2.9
err2026-09-26
err0
errOAAI
errMateusz Smendowski; Kamil Faber; Piotr Nawrocki; Nathalie Japkowicz; Roberto Corizzo
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errSave
Bridging Continual Learning and Green Cloud Computing: Foundations for Sustainable Time Series Anomaly Detection
errJournal of Grid Computing
IF2.9
err2026-09-01
err0
errOAAI
errMateusz Smendowski; Roberto Corizzo; Nathalie Japkowicz; Piotr Nawrocki
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errSave
A Novel Balanced Binary Whale Optimization Algorithm for Dynamic Feature Selection in Green Cloud Computing
errIEEE Transactions on Cloud Computing
IF5
err2026-03-09
err0
PREAI
errMateusz Smendowski; Mateusz Wojtulewicz; Piotr Nawrocki; Leszek Rutkowski
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errSave
A Survey of Cloud Resource Consumption Optimization Methods
errJOURNAL OF GRID COMPUTING
IF2.9
err2025-01-08
err0
PREAI
errNawrocki, Piotr; Smendowski, Mateusz
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errSave
Optimizing multi-time series forecasting for enhanced cloud resource utilization based on machine learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err1
errOAAI
errSmendowski, Mateusz; Nawrocki, Piotr
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errSave
Optimization of the Use of Cloud Computing Resources Using Exploratory Data Analysis and Machine Learning
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2024-07-29
err2
errOAAI
errNawrocki, Piotr; Smendowski, Mateusz
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errSave
FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning
errnature computational science
IF3.7
err2024-07-01
err3
PREAI
errNawrocki, Piotr; Smendowski, Mateusz
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errSave
Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection
errJOURNAL OF GRID COMPUTING
IF2.9
err2024-04-23
err3
errOAAI
errSus, Wiktor; Nawrocki, Piotr
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errSave
QoS-Aware Cloud Resource Prediction for Computing Services
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-03-01
err17
PREAI
errOsypanka, Patryk; Nawrocki, Piotr
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errSave
Data-Driven Adaptive Prediction of Cloud Resource Usage
errJOURNAL OF GRID COMPUTING
IF2.9
err2023-01-03
err12
errOAAI
errNawrocki, Piotr; Osypanka, Patryk; Posluszny, Beata
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errSave
Resource Usage Cost Optimization in Cloud Computing Using Machine Learning
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2022-07-01
err22
PREAI
errOsypanka, Patryk; Nawrocki, Piotr
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errSave
Modeling adaptive security-aware task allocation in mobile cloud computing
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2022-04-01
err6
PREAI
errNawrocki, Piotr; Pajor, Jakub; Sniezynski, Bartlomiej; Kolodziej, Joanna
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errSave
Adaptive resource planning for cloud-based services using machine learning
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2021-06-01
err10
PREAI
errNawrocki, Piotr; Grzywacz, Mikolaj; Sniezynski, Bartlomiej
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errSave
Cloud Resource Demand Prediction using Machine Learning in the Context of QoS Parameters
errJOURNAL OF GRID COMPUTING
IF2.9
err2021-05-08
err17
errOAAI
errNawrocki, Piotr; Osypanka, Patryk
errShare
errSave
VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing
errJOURNAL OF GRID COMPUTING
IF2.9
err2019-07-13
err26
errOAAI
errSniezynski, Bartlomiej; Nawrocki, Piotr; Wilk, Michal; Jarzab, Marcin; Zielinski, Krzysztof
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errSave
Adaptable mobile cloud computing environment with code transfer based on machine learning
errPERVASIVE AND MOBILE COMPUTING
IF3.5
err2019-07-01
err12
PREAI
errNawrocki, P.; Sniezynski, B.; Slojewski, H.
errShare
errSave
Holistic approach to management of IT infrastructure for environmental monitoring and decision support systems with urgent computing capabilities
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2018-02-01
err15
PREAI
errBalis, Bartosz; Brzoza-Woch, Robert; Bubak, Marian; Kasztelnik, Marek; Kwolek, Bartosz; Nawrocki, Piotr; Nowakowski, Piotr; Szydlo, Tomasz; Zielinski, Krzysztof
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errSave
Autonomous Context-Based Service Optimization in Mobile Cloud Computing
errJOURNAL OF GRID COMPUTING
IF2.9
err2017-07-20
err14
errOAAI
errNawrocki, Piotr; Sniezynski, Bartlomiej
errShare
errSave
Adaptive Service Management in Mobile Cloud Computing by Means of Supervised and Reinforcement Learning
errJOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
IF3.9
err2017-02-24
err16
PREAI
errNawrocki, Piotr; Sniezynski, Bartlomiej
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errSave
FPGA-Based Web Services - Infinite Potential or a Road to Nowhere?
errIEEE INTERNET COMPUTING
IF4.4
err2016-01-01
err14
PREAI
errBrzoza-Woch, Robert; Nawrocki, Piotr
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errSave

Research Directions

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Co-authors
Cooperation Journals
L
Leszek Rutkowski
H-index: 54 · Papers: 588
N
Nathalie Japkowicz
H-index: 46 · Papers: 250
J
Joanna Kołodziej
H-index: 35 · Papers: 196
M
Michał Wilk
H-index: 34 · Papers: 156
B
Bartosz Baliś
H-index: 30 · Papers: 396
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