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Artificial Intelligence and Deep Learning for Computer Network:
Management and Analysis aims to systematically collect quality
research spanning AI, ML and Deep Learning (DL) applications to
diverse sub-topics of computer networks, communications, and
security, under a single cover. It also aspires to provide more
insights on the applicability of the theoretical similitudes,
otherwise a rarity in many such books. Features: A diverse
collection of important and cutting-edge topics covered in a single
volume. Several chapters on cyber security, an extremely active
research area. Recent research results from leading researchers and
some pointers to future advancements in methodology. Detailed
experimental results obtained from standard data sets. This book
serves as a valuable reference book for students, researchers and
practitioners who wish to study and get acquainted with the
application of cutting-edge AI, ML and DL techniques to network
management and cyber security.
This book constitutes best selected research papers presented at
the International Applied Soft Computing and Communication Networks
(ACN 2019) held in Trivandrum, Kerala, India during December 18 -
21, 2019. The papers are organized in topical sections on real time
and multimedia communications, security and privacy, network
management and software-defined networks, Internet of Things (IoT)
and cyber-physical systems, intelligent distributed systems, mobile
computing and vehicle communications, surveillance networks and
visual intelligence, and emerging topics. The book is a reference
for researchers and scientists engaged in various fields of
intelligent systems.
This book covers the important aspects involved in making cognitive
radio devices portable, mobile and green, while also extending
their service life. At the same time, it presents a variety of
established theories and practices concerning cognitive radio from
academia and industry. Cognitive radio can be utilized as a
backbone communication medium for wireless devices. To effectively
achieve its commercial application, various aspects of quality of
service and energy management need to be addressed. The topics
covered in the book include energy management and quality of
service provisioning at Layer 2 of the protocol stack from the
perspectives of medium access control, spectrum selection, and
self-coexistence for cognitive radio networks.
This book covers the important aspects involved in making cognitive
radio devices portable, mobile and green, while also extending
their service life. At the same time, it presents a variety of
established theories and practices concerning cognitive radio from
academia and industry. Cognitive radio can be utilized as a
backbone communication medium for wireless devices. To effectively
achieve its commercial application, various aspects of quality of
service and energy management need to be addressed. The topics
covered in the book include energy management and quality of
service provisioning at Layer 2 of the protocol stack from the
perspectives of medium access control, spectrum selection, and
self-coexistence for cognitive radio networks.
This book explores a new realm in data-based modeling with
applications to hydrology. Pursuing a case study approach, it
presents a rigorous evaluation of state-of-the-art input selection
methods on the basis of detailed and comprehensive experimentation
and comparative studies that employ emerging hybrid techniques for
modeling and analysis. Advanced computing offers a range of new
options for hydrologic modeling with the help of mathematical and
data-based approaches like wavelets, neural networks, fuzzy logic,
and support vector machines. Recently machine learning/artificial
intelligence techniques have come to be used for time series
modeling. However, though initial studies have shown this approach
to be effective, there are still concerns about their accuracy and
ability to make predictions on a selected input space.
This book explores a new realm in data-based modeling with
applications to hydrology. Pursuing a case study approach, it
presents a rigorous evaluation of state-of-the-art input selection
methods on the basis of detailed and comprehensive experimentation
and comparative studies that employ emerging hybrid techniques for
modeling and analysis. Advanced computing offers a range of new
options for hydrologic modeling with the help of mathematical and
data-based approaches like wavelets, neural networks, fuzzy logic,
and support vector machines. Recently machine learning/artificial
intelligence techniques have come to be used for time series
modeling. However, though initial studies have shown this approach
to be effective, there are still concerns about their accuracy and
ability to make predictions on a selected input space.
This book highlights selected papers presented at the 10th
International Symposium on Embedded Computing and System Design
(ISED) 2021. This symposium provides a platform for researchers to
share the latest scientific achievements of embedded computing and
system design. The book is divided into three broad sections. The
first section discusses topics like VLSI and testing, circuits and
systems with a focus on emerging technologies. The second section
discusses topics like embedded hardware and software systems and
novel applications. The final section discusses the
state-of-the-art technologies involving IoT, artificial
intelligence, green and edge computing that demonstrates the issues
currently.
This book comprises select proceedings of the 7th International
Conference on Data Science and Engineering (ICDSE 2021). The
contents of this book focus on responsible data science. This book
tries to integrate research across diverse topics related to data
science, such as fairness, trust, ethics, confidentiality,
transparency, and accuracy. The chapters in this book represent
research from different perspectives that offer novel theoretical
implications that span multiple disciplines. The book will serve as
a reference resource for researchers and practitioners in academia
and industry.
This book highlights selected papers presented at the 10th
International Symposium on Embedded Computing and System Design
(ISED) 2021. This symposium provides a platform for researchers to
share the latest scientific achievements of embedded computing and
system design. The book is divided into three broad sections. The
first section discusses topics like VLSI and testing, circuits and
systems with a focus on emerging technologies. The second section
discusses topics like embedded hardware and software systems and
novel applications. The final section discusses the
state-of-the-art technologies involving IoT, artificial
intelligence, green and edge computing that demonstrates the issues
currently.
This book covers various aspects of optimization in design and
testing of Network-on-Chip (NoC) based multicore systems. It gives
a complete account of the state-of-the-art and emerging techniques
for near optimal mapping and test scheduling for NoC-based
multicores. The authors describe the use of the Integer Line
Programming (ILP) technique for smaller benchmarks and a Particle
Swarm Optimization (PSO) to get a near optimal mapping and test
schedule for bigger benchmarks. The PSO-based approach is also
augmented with several innovative techniques to get the best
possible solution. The tradeoff between performance (communication
or test time) of the system and thermal-safety is also discussed,
based on designer specifications. Provides a single-source
reference to design and test for circuit and system-level
approaches to (NoC) based multicore systems; Gives a complete
account of the state-of-the-art and emerging techniques for near
optimal mapping and test scheduling in (NoC) based multicore
systems; Organizes chapters systematically and hierarchically,
rather than in an ad hoc manner, covering aspects of optimization
in design and testing of Network-on-Chip (NoC) based multicore
systems.
This book covers various aspects of security, privacy and
reliability in Internet of Things (IoT) and Cyber-Physical System
design, analysis and testing. In particular, various established
theories and practices both from academia and industry are
presented and suitably organized targeting students, engineers and
researchers. Fifteen leading academicians and practitioners wrote
this book, pointing to the open problems and biggest challenges on
which research in the near future will be focused.
This book covers various aspects of optimization in design and
testing of Network-on-Chip (NoC) based multicore systems. It gives
a complete account of the state-of-the-art and emerging techniques
for near optimal mapping and test scheduling for NoC-based
multicores. The authors describe the use of the Integer Line
Programming (ILP) technique for smaller benchmarks and a Particle
Swarm Optimization (PSO) to get a near optimal mapping and test
schedule for bigger benchmarks. The PSO-based approach is also
augmented with several innovative techniques to get the best
possible solution. The tradeoff between performance (communication
or test time) of the system and thermal-safety is also discussed,
based on designer specifications. Provides a single-source
reference to design and test for circuit and system-level
approaches to (NoC) based multicore systems; Gives a complete
account of the state-of-the-art and emerging techniques for near
optimal mapping and test scheduling in (NoC) based multicore
systems; Organizes chapters systematically and hierarchically,
rather than in an ad hoc manner, covering aspects of optimization
in design and testing of Network-on-Chip (NoC) based multicore
systems.
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Eco-friendly Computing and Communication Systems - International Conference, ICECCS 2012, Kochi, India, August 9-11, 2012. Proceedings (Paperback, 2012 ed.)
Jimson Mathew, Priyadarsan Patra, D. K. Pradhan, A.J. Kuttyamma
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R1,609
Discovery Miles 16 090
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the International
Conference Eco-friendly Computing and Communication Systems, ICECCS
2012, held in Kochi, Kerala, India, in August 2012. The 50 revised
full papers presented were carefully reviewed and selected from 133
submissions. The papers are organized in topical sections on energy
efficient software system and applications; wireless communication
systems; green energy technologies; image and signal processing;
bioinformatics and emerging technologies; secure and reliable
systems; mathematical modeling and scientific computing; pervasive
computing and applications.
This book describes the state-of-the-art in energy efficient,
fault-tolerant embedded systems. It covers the entire product
lifecycle of electronic systems design, analysis and testing and
includes discussion of both circuit and system-level approaches.
Readers will be enabled to meet the conflicting design objectives
of energy efficiency and fault-tolerance for reliability, given the
up-to-date techniques presented.
This book describes the state-of-the-art in energy efficient,
fault-tolerant embedded systems. It covers the entire product
lifecycle of electronic systems design, analysis and testing and
includes discussion of both circuit and system-level approaches.
Readers will be enabled to meet the conflicting design objectives
of energy efficiency and fault-tolerance for reliability, given the
up-to-date techniques presented.
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