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1 . Conference
Agnostic Prediction of Multiple Types of Time-Varying Traffic in Optical Networks
저자
by
Knapinska, Aleksandra
;
Lechowicz, Piotr
;
Spadaro, Salvatore
;
Walkowiak, Krzysztof
.
소스
GLOBECOM 2023 - 2023 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2023 - 2023 IEEE. :1131-1136 Dec, 2023
Full Text (IEEE)
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6 . Academic Journal
Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning
저자
by
Knapińska, Aleksandra
;
Lechowicz, Piotr
;
Węgier, Weronika
;
Walkowiak, Krzysztof
.
소스
In
Applied Soft Computing Journal
November 2022 130
Full Text (ScienceDirect)
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6 . Report
Demonstration of a Networked Music Performance Experience with MEVO
저자
by
Severi, Leonardo
;
Sacchetto, Matteo
;
Bianco, Andrea
;
Rottondi, Cristina
;
Knapinska, Aleksandra
, et al.
소스
Open Access (Arxiv)
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7 . Report
Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures
저자
by
Ayoub, Omran
;
Andreoletti, Davide
;
Knapińska, Aleksandra
;
Goścień, Róża
;
Lechowicz, Piotr
, et al.
소스
Open Access (Arxiv)
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7 . Report
Traffic Weaver: semi-synthetic time-varying traffic generator based on averaged time series
저자
by
Lechowicz, Piotr
;
Knapińska, Aleksandra
;
Włodarczyk, Adam
;
Walkowiak, Krzysztof
.
소스
Open Access (Arxiv)
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6 . Conference
Performance Analysis of Multilayer Optical Networks with Time-Varying Traffic
저자
by
Knapinska, Aleksandra
;
Lechowicz, Piotr
;
Spadaro, Salvatore
;
Walkowiak, Krzysztof
.
소스
2023 23rd International Conference on Transparent Optical Networks (ICTON) Transparent Optical Networks (ICTON), 2023 23rd International Conference on. :1-4 Jul, 2023
Full Text (IEEE)
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6 . Conference
Combining Random Forest and Linear Regression to Improve Network Traffic Prediction
저자
by
Ulanowicz, Blazej
;
Dopart, Dawid
;
Knapinska, Aleksandra
;
Lechowicz, Piotr
;
Walkowiak, Krzysztof
.
소스
2023 23rd International Conference on Transparent Optical Networks (ICTON) Transparent Optical Networks (ICTON), 2023 23rd International Conference on. :1-4 Jul, 2023
Full Text (IEEE)
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7 . Conference
On Advantages of Traffic Prediction and Grooming for Provisioning of Time-Varying Traffic in Multilayer Networks
저자
by
Knapinska, Aleksandra
;
Lechowicz, Piotr
;
Spadaro, Salvatore
;
Walkowiak, Krzysztof
.
소스
2023 International Conference on Optical Network Design and Modeling (ONDM) Optical Network Design and Modeling (ONDM), 2023 International Conference on. :1-6 May, 2023
Full Text (IEEE)
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6 . Academic Journal
Link load prediction in an optical network with restoration mechanisms
저자
by
Knapinska, Aleksandra
;
Goscien, Roza
;
Lechowicz, Piotr
;
Walkowiak, Krzysztof
.
소스
Journal of Optical Communications and Networking J. Opt. Commun. Netw. Optical Communications and Networking, Journal of. 15(5):B42-B52 May, 2023
Full Text (IEEE)
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6 . Conference
Prediction of Multiple Types of Traffic with a Novel Evaluation Metric Related to Bandwidth Blocking
저자
by
Knapinska, Aleksandra
;
Lechowicz, Piotr
;
Walkowiak, Krzysztof
.
소스
GLOBECOM 2022 - 2022 IEEE Global Communications Conference Global Communications Conference(48099), GLOBECOM 2022 - 2022 IEEE. :2927-2932 Dec, 2022
Full Text (IEEE)
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