Download or read book The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy written by John MacIntyre and published by Springer Nature. This book was released on 2020-11-03 with total page 907 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2020), held in Shanghai, China, on November 6, 2020. Due to the COVID-19 outbreak problem, SPIoT-2020 conference was held online by Tencent Meeting. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.
Download or read book EPEPS 2020 written by and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book 2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems EPEPS written by IEEE Staff and published by . This book was released on 2020-10-05 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: EPEPS is the premier international conference on advanced and emerging issues in electrical modeling, analysis and design of electronic interconnections, packages and systems It also focuses on new methodologies and design techniques for evaluating and ensuring signal, power and thermal integrity in high speed designs EPEPS is jointly sponsored by the IEEE Electronics Packaging Society and IEEE Microwave Theory and Techniques Society
Download or read book Exploration of semiconductor Product written by Andrew .J and published by Andrew .J. This book was released on 2024-05-11 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: The semiconductor market refers to the industry involved in the design, development, manufacturing, and distribution of semiconductors, which are the building blocks of electronic devices. Semiconductors are materials with electrical conductivity between that of conductors (such as metals) and insulators (such as plastics). They are primarily made of silicon, although other materials like gallium arsenide, germanium, and indium phosphide are also used. The semiconductor market has experienced significant growth over the years due to the increasing demand for electronic devices and advancements in technology. The market is driven by various factors such as the growing demand of smartphones and mobile devices, the expansion of the automotive industry, the rise of Internet of Things (IoT) devices, and the development of emerging technologies like artificial intelligence (AI), virtual reality (VR), and autonomous vehicles, etc. To sum up, the semiconductor market is a dynamic and rapidly evolving industry that plays a critical role in shaping the modern technological landscape. Its growth is driven by advancements in various sectors, and it continues to be a key enabler of innovation and technological progress. The range of individual technological elements necessary for the semiconductor industry is extensive, leading to the publication of numerous technical books across various domains. (while it is understandable that advanced technologies specific to each company are not publicly disclosed due to concerns regarding potential leaks) These publications have undeniably played a significant role in aiding professionals and students for establishing a solid foundation of knowledge. In addition to the importance of individual technologies, it is necessary to examine what final products emerge as these technologies converge. While consumer electronics such as PCs and smartphones vary, there are common aspects among the semiconductor products that constitute them. Should one seek more comprehensive materials, it often entails a costly purchase of white paper. In this book, we aim to delve into a more in-depth discussion of the semiconductor market, with an emphasis on the product perspective. To accomplish this, we will extensively draw upon various academic and market resources. Additionally, in order to foster a comprehensive understanding of the market, it is necessary to have a certain level of familiarity with technical elements. Therefore, some technical explanations alongside the discussions is provided. In this book, we primarily focus on the FAB (Fabrication) domain. This book is divided into three major parts. Part 1 provides an overview of the semiconductor market, covering the definition, significance, supply chain structure, regional characteristics, challenges, and more within the semiconductor industry. Part 2, the major portion of this book, offers a comprehensive explanation of the most widely used types of semiconductor products. Particularly high market share products, notably Microcomponents, APs, and memory semiconductors, will have separate in-depth descriptions provided in the appendix. Finally, Part 3 will outline the general process by which these products are designed, focusing on a typical perspective, up to the stage just before Foundry.
Download or read book Mathematical Analysis and Simulation of Field Models in Accelerator Circuits written by Idoia Cortes Garcia and published by Springer Nature. This book was released on 2021-01-04 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the analysis and development of numerical methods for the time-domain analysis of multiphysical effects in superconducting circuits of particle accelerator magnets. An important challenge is the simulation of “quenching”, i.e. the transition of a material from the superconducting to the normally electrically conductive state. The book analyses complex mathematical structures and presents models to simulate such quenching events in the context of generalized circuit elements. Furthermore, it proposes efficient parallelized algorithms with guaranteed convergence properties for the simulation of multiphysical problems. Spanning from theoretical concepts to applied research, and featuring rigorous mathematical presentations on one side, as well as simplified explanations of many complex issues, on the other side, this book provides graduate students and researchers with a comprehensive introduction on the state of the art and a source of inspiration for future research. Moreover, the proposed concepts and methods can be extended to the simulation of multiphysical phenomena in different application contexts.
Download or read book Machine Learning based Design and Optimization of High Speed Circuits written by Vazgen Melikyan and published by Springer Nature. This book was released on 2024-01-31 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes machine learning-based new principles, methods of design and optimization of high-speed integrated circuits, included in one electronic system, which can exchange information between each other up to 128/256/512 Gbps speed. The efficiency of methods has been proven and is described on the examples of practical designs. This will enable readers to use them in similar electronic system designs. The author demonstrates newly developed principles and methods to accelerate communication between ICs, working in non-standard operating conditions, considering signal deviation compensation with linearity self-calibration. The observed circuit types also include but are not limited to mixed-signal, high performance heterogeneous integrated circuits as well as digital cores.
Download or read book Functionalized Nanomaterials Based Supercapacitor written by Chaudhery Mustansar Hussain and published by Springer Nature. This book was released on 2023-10-05 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book portrays an extensive outline of “functionalized nanomaterials based supercapacitor”, including their fundamental as well as industrial-scale exploratory research. The contributed parts stretch the readers a complete report of the field of functionalized nanomaterials-based supercapacitor appropriate hypothetical standard of their structure to their execution, realization and potential application. It covers the latest system and functionalized nanomaterials for preparation, development, construction, validation and design of supercapacitor for commercial application. To best of our knowledge, there is no book available on the topic. Advanced undergraduate and graduate students can find this book a good source of knowledge and guidelines for their studies. They can find this book highly up to date, easy to use and understandable. This book is able to ease their thirst of learning of new and advanced electrochemical sensors. Moreover, the volume editors anticipate that this book is of significant interest to scientists working on the basic issues surrounding applications of nanotechnology in electrochemical sensors. Because of the multidisciplinary nature of this topic, this book attracts a broad audience including chemists, materials scientists, pharmacist, biologist and chemical engineers, who are involved and interested in the future frontiers of functionalized nanomaterials-based supercapacitor sciences and technology. Overall, this book is planned to be a reference book for researchers and scientists who are searching for new and advancement in supercapacitors sciences and technology.
Download or read book Interconnect Technologies for Integrated Circuits and Flexible Electronics written by Yash Agrawal and published by Springer Nature. This book was released on 2023-10-17 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed book provides a thorough understanding of the basics along with detailed state-of-the-art emerging interconnect technologies for integrated circuit design and flexible electronics. It focuses on the investigation of advanced on-chip interconnects which match the current as well as future technology requirements. The contents focus on different aspects of interconnects such as material, physical characteristics, parasitic extraction, design, structure, modeling, machine learning, and neural network-based models for interconnects, signaling schemes, varying signal integrity performance analysis, variability, reliability aspects, associated electronic design automation tools. The book also explores interconnect technologies for flexible electronic systems. It also highlights the integration of sensors with stretchable interconnects to demonstrate the concept of a stretchable sensing network for wearable and flexible applications. This book is a useful guide for those working in academia and industry to understand the fundamentals and application of interconnect technologies.
Download or read book Iterative Methods and Preconditioners for Systems of Linear Equations written by Gabriele Ciaramella and published by SIAM. This book was released on 2022-02-08 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Iterative methods use successive approximations to obtain more accurate solutions. This book gives an introduction to iterative methods and preconditioning for solving discretized elliptic partial differential equations and optimal control problems governed by the Laplace equation, for which the use of matrix-free procedures is crucial. All methods are explained and analyzed starting from the historical ideas of the inventors, which are often quoted from their seminal works. Iterative Methods and Preconditioners for Systems of Linear Equations grew out of a set of lecture notes that were improved and enriched over time, resulting in a clear focus for the teaching methodology, which derives complete convergence estimates for all methods, illustrates and provides MATLAB codes for all methods, and studies and tests all preconditioners first as stationary iterative solvers. This textbook is appropriate for undergraduate and graduate students who want an overview or deeper understanding of iterative methods. Its focus on both analysis and numerical experiments allows the material to be taught with very little preparation, since all the arguments are self-contained, and makes it appropriate for self-study as well. It can be used in courses on iterative methods, Krylov methods and preconditioners, and numerical optimal control. Scientists and engineers interested in new topics and applications will also find the text useful.
Download or read book Modeling and Design of Secure Internet of Things written by Charles A. Kamhoua and published by John Wiley & Sons. This book was released on 2020-06-11 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to the modeling and design techniques for securing systems that utilize the Internet of Things Modeling and Design of Secure Internet of Things offers a guide to the underlying foundations of modeling secure Internet of Things' (IoT) techniques. The contributors—noted experts on the topic—also include information on practical design issues that are relevant for application in the commercial and military domains. They also present several attack surfaces in IoT and secure solutions that need to be developed to reach their full potential. The book offers material on security analysis to help with in understanding and quantifying the impact of the new attack surfaces introduced by IoT deployments. The authors explore a wide range of themes including: modeling techniques to secure IoT, game theoretic models, cyber deception models, moving target defense models, adversarial machine learning models in military and commercial domains, and empirical validation of IoT platforms. This important book: Presents information on game-theory analysis of cyber deception Includes cutting-edge research finding such as IoT in the battlefield, advanced persistent threats, and intelligent and rapid honeynet generation Contains contributions from an international panel of experts Addresses design issues in developing secure IoT including secure SDN-based network orchestration, networked device identity management, multi-domain battlefield settings, and smart cities Written for researchers and experts in computer science and engineering, Modeling and Design of Secure Internet of Things contains expert contributions to provide the most recent modeling and design techniques for securing systems that utilize Internet of Things.
Download or read book The Turn of Moore s Law from Space to Time written by Liming Xiu and published by Springer Nature. This book was released on 2022-05-24 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book states that a space-induced crisis is recognized as the cause of trouble that Moore’s Law is currently facing. The contemporary practice of this empirical law can be considered as happening within a space-dominant paradigm. An alternative of exploiting potential in the dimension of time is identified as an emerging paradigm in microelectronics. The new practice is termed a time-oriented paradigm. It is justified as the turn of Moore’s Law from space to time. The resultant Time-Moore strategy is envisioned as the next-generation enabler for continuing Moore’s Law’s pursuit of everhigher information processing power and efficiency. It also serves as the perpetuation of the spirit that Moore’s law is nothing but a collective storied history of innovations. In the first part of this book, by following Thomas Kuhn’s seminal work around the concepts of paradigm and scientific revolution, the argument for the Time-Moore strategy (Time-Moore: to use time more) and the paradigm shift from space to time is carried out heavily through philosophical persuasion rather than technical proof due to the difficult challenge of change-of-mindset. The second part of the book provides solid technical materials for supporting this transition from the old paradigm to the new one. In short, the goal of this book is to reevaluate the contemporary practice of microelectronics, identify the cause of the current crisis, advocate a change-of-mindset to circumvent the crisis, and ultimately point out a new route for advancing. After achieving so many unprecedented accomplishments through several decades of relentless endeavor, it’s time for the big ship of Moore’s Law (i.e., the art of microelectronic system design) to make a turn.
Download or read book Theory and Computation of Electromagnetic Fields in Layered Media written by Vladimir Okhmatovski and published by John Wiley & Sons. This book was released on 2024-04-30 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the algorithms and numerical methods used to compute electromagnetic fields in multi-layered media In Theory and Computation of Electromagnetic Fields in Layered Media, two distinguished electrical engineering researchers deliver a detailed and up-to-date overview of the theory and numerical methods used to determine electromagnetic fields in layered media. The book begins with an introduction to Maxwell’s equations, the fundamentals of electromagnetic theory, and concepts and definitions relating to Green’s function. It then moves on to solve canonical problems in vertical and horizontal dipole radiation, describe Method of Moments schemes, discuss integral equations governing electromagnetic fields, and explains the Michalski-Zheng theory of mixed-potential Green’s function representation in multi-layered media. Chapters on the evaluation of Sommerfeld integrals, procedures for far field evaluation, and the theory and application of hierarchical matrices are also included, along with: A thorough introduction to free-space Green’s functions, including the delta-function model for point charge and dipole current Comprehensive explorations of the traditional form of layered medium Green’s function in three dimensions Practical discussions of electro-quasi-static and magneto-quasi-static fields in layered media, including electrostatic fields in two and three dimensions In-depth examinations of the rational function fitting method, including direct spectra fitting with VECTFIT algorithms Perfect for scholars and students of electromagnetic analysis in layered media, Theory and Computation of Electromagnetic Fields in Layered Media will also earn a place in the libraries of CAD industry engineers and software developers working in the area of computational electromagnetics.
Download or read book Euro Par 2024 Parallel Processing written by Jesus Carretero and published by Springer Nature. This book was released on with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on 2021-04-15 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a double-blind review process. Academic pioneering researchers, scientists, industrial engineers and students will find this series useful to gain insight into the current research and next-generation information science and communication technologies. This book discusses the aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of things, from classical to intelligent scope. The authors hope that readers find the volume interesting and valuable; it gathers chapters addressing tate-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.
Download or read book Advances and Trends in Artificial Intelligence Theory and Applications written by Hamido Fujita and published by Springer Nature. This book was released on with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Machine Learning Applications in Electronic Design Automation written by Haoxing Ren and published by Springer Nature. This book was released on 2023-01-01 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as functional verification, FPGA and system level designs, design for manufacturing (DFM), and design space exploration. The authors also cover key ML methods such as classical ML, deep learning models such as convolutional neural networks (CNNs), graph neural networks (GNNs), generative adversarial networks (GANs) and optimization methods such as reinforcement learning (RL) and Bayesian optimization (BO). All of these topics are valuable to chip designers and EDA developers and researchers working in digital and analog designs and verification.
Download or read book Frontiers of Quality Electronic Design QED written by Ali Iranmanesh and published by Springer Nature. This book was released on 2023-01-11 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality Electronic Design (QED)’s landscape spans a vast region where territories of many participating disciplines and technologies overlap. This book explores the latest trends in several key topics related to quality electronic design, with emphasis on Hardware Security, Cybersecurity, Machine Learning, and application of Artificial Intelligence (AI). The book includes topics in nonvolatile memories (NVM), Internet of Things (IoT), FPGA, and Neural Networks.
