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Special Topics in Information Technology.

Bibliographic Details
Main Author: Geraci, Angelo.
Format: eBook
Language:English
Published: Cham : Springer International Publishing AG, 2021.
Edition:1st ed.
Series:SpringerBriefs in Applied Sciences and Technology Series
Subjects:
Electronic books.
Online Access:Click to View
Table of Contents:
  • Intro
  • Preface
  • Contents
  • Part ITelecommunications
  • 1 Machine-Learning Defined Networking: Towards Intelligent Networks
  • 1.1 Introduction
  • 1.2 Network Traffic Prediction
  • 1.3 Network Traffic Pattern Identification
  • 1.4 Reinforcement Learning for Adaptive Network Resource Allocation
  • 1.5 Implementation of Machine Learning in Real SDN/NFV Testbeds
  • 1.6 Concluding Remarks
  • References
  • 2 Traffic Management in Networks with Programmable Data Planes
  • 2.1 Software-Defined Networks (SDN)
  • 2.2 Control Plane Programmability
  • 2.2.1 Traffic Engineering Framework
  • 2.2.2 ONOS Intent Monitor and Reroute Service
  • 2.3 Data Plane Programmability
  • 2.3.1 Network Failures
  • 2.3.2 Network Congestion
  • 2.4 Conclusions
  • References
  • Part IIElectronics
  • 3 Frequency Synthesizers Based on Fast-Locking Bang-Bang PLL for Cellular Applications
  • 3.1 Introduction
  • 3.2 Digital PLL: Output Phase Noise and Locking Transient
  • 3.3 Multi-loop Architecture for Fast Locking Transient
  • 3.4 Measurement results
  • 3.5 Conclusions
  • References
  • 4 Inductorless Frequency Synthesizers for Low-Cost Wireless
  • 4.1 Introduction
  • 4.2 Fractional-N MDLLs
  • 4.3 Jitter-Power Tradeoff Analysis
  • 4.4 DTC Range-Reduction Technique
  • 4.5 Implemented Architecture
  • 4.6 Measurement Results
  • 4.7 Conclusion
  • References
  • 5 Characterization and Modeling of Spin-Transfer Torque (STT) Magnetic Memory for Computing Applications
  • 5.1 Introduction
  • 5.2 Spin-Transfer Torque Magnetic Memory (STT-MRAM)
  • 5.3 Understanding Dielectric Breakdown-Limited Cycling Endurance
  • 5.4 Modeling Stochastic Switching in STT-MRAM
  • 5.5 Stochastic STT Switching for Security and Computing
  • 5.6 Conclusions
  • References
  • 6 One Step in-Memory Solution of Inverse Algebraic Problems
  • 6.1 Introduction
  • 6.2 In Memory Computing.
  • 6.3 In-Memory Matrix-Vector-Multiplication Accelerator
  • 6.4 One Step in-Memory Solution of Inverse Algebraic Problems
  • 6.4.1 In-Memory Solution of Linear Systems in One-Step
  • 6.4.2 In-Memory Eigenvectors Calculation in One-Step
  • 6.4.3 In-Memory Regression and Classification in One-Step
  • 6.5 Conclusions
  • References
  • 7 Development of a 3'' LaBr3 SiPM-Based Detection Module for High Resolution Gamma Ray Spectroscopy and Imaging
  • 7.1 Introduction
  • 7.2 Development
  • References
  • Part IIIComputer Science and Engineering
  • 8 Velocity on the Web
  • 8.1 Introduction
  • 8.2 Background
  • 8.3 Problem Statement
  • 8.4 Major Results
  • 8.5 Conclusion
  • References
  • 9 Preplay Communication in Multi-Player Sequential Games: An Overview of Recent Results
  • 9.1 Introduction
  • 9.1.1 Motivating Example
  • 9.1.2 Sequential Games with Imperfect Information
  • 9.1.3 Preplay Communication
  • 9.2 Adversarial Team Games
  • 9.3 Correlated Equilibria in Sequential Games
  • 9.4 Bayesian Persuasion with Sequential Games
  • 9.5 Discussion and Future Research
  • References
  • Part IVSystems and Control
  • 10 Leadership Games: Multiple Followers, Multiple Leaders, and Perfection
  • 10.1 Introduction
  • 10.2 The Stackelberg Paradigm
  • 10.3 Stackelberg Games with Multiple Followers
  • 10.3.1 Norma-Form Stackelberg Games
  • 10.3.2 Stackelberg Polymatrix Games
  • 10.3.3 Stackelberg Congestion Games
  • 10.4 Stackelberg Games with Multiple Leaders
  • 10.5 Trembling-Hand Perfection in Stackelberg Games
  • References
  • 11 Advancing Joint Design and Operation of Water Resources Systems Under Uncertainty
  • 11.1 Introduction
  • 11.1.1 Research Challenges
  • 11.2 Reinforcement Learning for Designing Water Reservoirs
  • 11.2.1 pFQI Algorithm
  • 11.2.2 Comparison with Traditional Least Cost Dam Design
  • 11.3 A Novel Robust Assessment Framework.
  • 11.3.1 Methodological Approach
  • 11.3.2 Assessing Robustness of Alternatives for Changing Demands and Hydrology
  • 11.4 Conclusions
  • References
  • 12 Optimization-Based Control of Microgrids for Ancillary Services Provision and Islanded Operation
  • 12.1 Introduction
  • 12.2 Microgrids Aggregators Providing Ancillary Services
  • 12.2.1 Offline Economic Dispatch and Power Reserve Procurement
  • 12.2.2 Online External Provision of Ancillary Services
  • 12.2.3 Real-Time Self-balancing of Internal Power Uncertainties
  • 12.3 Hierarchical Model Predictive Control Architectures for Islanded Microgrids
  • 12.4 Conclusions
  • References
  • 13 Allowing a Real Collaboration Between Humans and Robots
  • 13.1 Introduction
  • 13.2 Recognizing the Human Actions
  • 13.3 Predicting the Human Actions
  • 13.4 Assistive Scheduling
  • 13.5 Results
  • 13.6 Conclusions
  • References.

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