IEEE Systems, Man and Cybernetics Magazine - July 2022 - 2

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IEEE Systems, Man, and Cybernetics Magazine
Special Issue on Advancements, Challenges and Application of Parallel and
Distributed algorithms
I. AIM AND SCOPE
Advancements in technology have resulted in development
of highly complex, integrated, and sophisticated systems
and applications to cater to various industrial demands. The
backbone for a highly successful and advanced system is the
choice and usage of algorithms which are functioned. With
the increased use of several distributed and cloud-based
platforms and applications it is understandable that the
significance of parallel algorithms for developing distributed
applications has increased by leaps and bounds. Parallel
algorithms possess the capacity to execute multiple
instructions simultaneously across different processing units
or devices and then consolidate and combine the output
from each unit to produce one final output.
Parallel algorithms play a pivotal role in determining and
configuring the architecture of any distributed system. Also,
the hardware and software requirements to develop and
integrate a distributed system are highly reliant on the
parallel algorithms. The major challenges in developing and
using parallel algorithms for distributed computing system
lie in integrating heterogeneous sub-systems, resources and
executing the algorithms to derive an output along with an
eye on various performance attributes and metrics.
This special issue is initiated with a focus towards
integrating the recent research work and studies related to
developing parallel algorithms for distributed computing
systems. This special issue provides a perfect forum to
discuss the new and trending methodologies, approaches,
advancements, and enhancements related to developing
parallel algorithms.
II.
TOPICS
The topics relevant to the special issue include (but are not
limited to) the following topics:
* Performance analysis of various parallel algorithms
* Advanced methodologies and practices for developing
parallel algorithms in distributed computing
applications
* High performance computing using parallel
algorithms
* Resource intensive computing using parallel
algorithms
* Integration and dependency issues in parallel
algorithms for distributed computing
* Parallel algorithms for Big Data Analytics
* Parallel algorithms in distributed IoT
* Parallel algorithms with middleware for parallel and
distributed applications
* Parallel complexity theory and algorithms
Digital Object Identifier 10.1109/MSMC.2022.3177330
* Time and schedule intensive parallel algorithms for
computing
* Interaction of parallel algorithms with heterogeneous
sub-systems
* Architectural complexity of parallel algorithms
* Concurrency and non-functional requirements in
parallel computing
* Parallel algorithms for OpenMP and In-memory
databases
* MPI for parallel programming for distributed and
parallel applications
* Programming models and compilers and runtimes for
distributed and parallel applications
* Parallel programming for Emerging Many-Core
Parallel Programming Models
III.
SUBMISSIONS
Manuscripts should be formatted according to the IEEE
SMC Magazine guidelines for authors
(https://www.ieeesmc.org/publications/smc-magazine),
and submitted through the IEEE's Manuscript Central
(https://mc.manuscriptcentral.com/smcmag). Please select
" Special Issue " under Manuscript Category of your
submission.
IV.
IMPORTANT DATES
Manuscript submissions due: Oct. 30, 2022 First
round of reviews completed: Dec. 15, 2022
Revised manuscripts due: Jan 15, 2023
Second round of reviews completed: Feb 15, 2023
Final manuscripts due: March 31, 2023
V.
GUEST EDITORS
Dr. Suresh Chandra Satapathy
Professor
Kalinga Institute of Industrial Technology, India
Email: dean_research.cse@kiit.ac.in
Sos Agaian
The City University of New York, New York, USA.
E-mail: Sos.Agaian@csi.cuny.edu
Dr. Jinshan Tang
Professor
George Mason University, Fairfax, VA, USA
Email: jtang25@gmu.edu
Dr. Milan Simic
https://www.ieeesmc.org/publications/smc-magazine https://mc.manuscriptcentral.com/smcmag
IEEE Systems, Man and Cybernetics Magazine - July 2022

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