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[7] J. Schlimmer and R. Granger, " Incremental learning from noisy
data, " Machine Learning. Cham, Switzerland: Springer, pp.
317-354, 1986.
[8] K. Vijayasuganthan, S. Stoian, S. Shirmohammadi, and S.
Mohammed, " Methods and apparatus for network delay and
distance estimation, computing resource selection, and related
techniques, " US Patent US11063881B1, July 13, 2021.
[9] S. Alla and S. K. Adari, " What Is MLOps? " in Beginning MLOps
with MLFlow. Berkeley, California, USA: Apress Publishers, pp.
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[10] A. E. Alchalabi and S. Shirmohammadi, " CGCSDD: cloud gaming
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Shady A. Mohammed received the Ph.D. degree in Electrical
and Computer Engineering in 2021 from the University of Ottawa,
Canada. He is currently working as a Machine Learning
Developer with Transport Canada. Prior to joining Transport
Canada, he worked in research projects with Ciena Corporation
and Swarmio Inc. on Applied AI for network analytics and
automation. His research interests include machine learning
operations, big data, cloud computing, and multimedia systems
and communication.
Shervin Shirmohammadi (M'04, SM'04, F'17) is a Professor
with the School of Electrical Engineering and Computer
Science, University of Ottawa, Canada. He is the Director
of the DISCOVER Laboratory and conducts research in
Applied AI and measurement methods for multimedia
systems and networks. He received his Ph.D. degree in
electrical engineering from the University of Ottawa, Canada
in 2000 and currently serves as the Editor-in-Chief of
IEEE Open Journal of Instrumentation and Measurement. Dr.
Shirmohammadi is an IEEE Fellow " for contributions to
multimedia systems and network measurements " and the
2019 winner of the George S. Glinski Award for Excellence
in Research.
Alaa Eddin Alchalabi is a Senior Consultant at Omnia AI,
Deloitte. Prior to joining Deloitte, he worked with industry
partners in a variety of Applied AI research projects from
ADHD detection with serious games to cloud resource allocation
in cloud gaming. His research interests include cloud/
edge computing, applied machine learning especially reinforcement
learning, and multimedia systems. He received the
Ph.D. degree in electrical and computer engineering in 2021
from the University of Ottawa, Canada.
30
IEEE Instrumentation & Measurement Magazine
September 2022
https://www.ieee-dataport.org/open-access/cgcsdd-cloud-gaming-client-server-delay-dataset https://www.ieee-dataport.org/open-access/cgcsdd-cloud-gaming-client-server-delay-dataset

Instrumentation & Measurement Magazine 25-6

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