Tabla de Contenidos: “…3.3.1.2 Task Model -- 3.3.1.3 Task Execution -- 3.3.1.4 Problem Statement -- 3.3.2 Fog‐enabled 3C Resource Management Algorithm -- 3.3.2.1 F3C Algorithm Overview -- 3.3.2.2 F3C Algorithm for a Single Task -- 3.3.2.3 F3C Algorithm For Multiple Tasks -- 3.3.3 Energy Saving Performance -- 3.3.3.1 Energy Saving Performance with Different Task Numbers -- 3.3.3.2 Energy Saving Performance with Different Device Numbers -- 3.4 Case Study: Energy‐efficient Resource Management in Tactile Internet -- 3.4.1 Fog‐enabled Tactile Internet Architecture -- 3.4.2 Response Time and Power Efficiency Trade‐off -- 3.4.2.1 Response Time Analysis and Minimization -- 3.4.2.2 Trade‐off between Response Time and Power Efficiency -- 3.4.3 Cooperative Fog Computing -- 3.4.3.1 Response Time Analysis for Cooperative Fog Computing with N FNs -- 3.4.3.2 Response Time and Power Efficiency Trade‐off for Cooperative Fog Computing Networks -- 3.4.4 Distributed Optimization for Cooperative Fog Computing -- 3.4.5 A City‐wide Deployment of Fog Computing‐supported Self‐driving Bus System -- 3.4.5.1 Simulation Setup for Traffic Generated by a Self‐driving Bus -- 3.4.5.2 Simulation Setup for a Fog Computing Network -- 3.4.5.3 Numerical Results -- 3.5 Conclusion -- References -- Chapter 4 Dynamic Service Provisioning Frameworks -- 4.1 Online Orchestration of Cross‐edge Service Function Chaining -- 4.1.1 Introduction -- 4.1.2 Related Work -- 4.1.3 System Model for Cross‐edge SFC Deployment -- 4.1.3.1 Overview of the Cross‐edge System -- 4.1.3.2 Optimization Space -- 4.1.3.3 Cost Structure -- 4.1.3.4 The Cost Minimization Problem -- 4.1.4 Online Optimization for Long‐term Cost Minimization -- 4.1.4.1 Problem Decomposition via Relaxation and Regularization -- 4.1.4.2 A Randomized Dependent Rounding Scheme -- 4.1.4.3 Traffic Re‐routing -- 4.1.5 Performance Analysis -- 4.1.5.1 The Basic Idea…”

Tabla de Contenidos: “…4.7.1 Convex Optimization Problems -- 4.7.2 Nonconvex Optimization Problems -- Exercises -- Chapter 5 Optimization Problems -- 5.1 Least‐Squares Problems -- 5.2 Quadratic Programs -- 5.3 Conic Optimization -- 5.3.1 Conic Duality -- 5.3.2 Epigraphical Cones -- 5.4 Rank Optimization -- 5.5 Partially Separability -- 5.5.1 Minimization of Partially Separable Functions -- 5.5.2 Principle of Optimality -- 5.6 Multiparametric Optimization -- 5.7 Stochastic Optimization -- Exercises -- Chapter 6 Optimization Methods -- 6.1 Basic Principles -- 6.1.1 Smoothness -- 6.1.2 Descent Methods -- 6.1.3 Line Search Methods -- 6.1.3.1 Backtracking Line Search -- 6.1.3.2 Bisection Method for Wolfe Conditions -- 6.1.4 Surrogation Methods -- 6.1.4.1 Trust‐Region Methods -- 6.1.4.2 Majorization Minimization -- 6.1.5 Convergence of Sequences -- 6.2 Gradient Descent -- 6.2.1 L‐Smooth Functions -- 6.2.2 Smooth and Convex Functions -- 6.2.3 Smooth and Strongly Convex Functions -- 6.3 Newton's Method -- 6.3.1 The Newton Decrement -- 6.3.2 Analysis of Newton's Method -- 6.3.2.1 Affine Invariance -- 6.3.2.2 Pure Newton Phase -- 6.3.2.3 Damped Newton Phase -- 6.3.3 Equality Constrained Minimization -- 6.4 Variable Metric Methods -- 6.4.1 Quasi‐Newton Updates -- 6.4.1.1 The BFGS Update -- 6.4.1.2 The DFP Update -- 6.4.1.3 The SR1 Update -- 6.4.2 The Barzilai-Borwein Method -- 6.5 Proximal Gradient Method -- 6.5.1 Gradient Projection Method -- 6.5.2 Proximal Quasi‐Newton -- 6.5.3 Accelerated Proximal Gradient Method -- 6.6 Sequential Convex Optimization -- 6.7 Methods for Nonlinear Least‐Squares -- 6.7.1 The Levenberg‐Marquardt Algorithm -- 6.7.2 The Variable Projection Method -- 6.8 Stochastic Optimization Methods -- 6.8.1 Smooth Functions -- 6.8.2 Smooth and Strongly Convex Functions -- 6.8.3 Incremental Methods -- 6.8.4 Adaptive Methods -- 6.8.4.1 AdaGrad -- 6.8.4.2 RMSprop…”

Tabla de Contenidos: “…Regulatory Aspects of ATMP versus minimally manipulated immune cells -- Part 8. Specific modalities of HSCT and management -- 63. …”

Tabla de Contenidos: “…-- Using Flash Inside a Larger Website -- Uploading Files to a Web Server -- Summary -- Q&A -- Workshop -- HOUR 20 Designing a Website to Be Modular -- Loading Movies or Images -- Determining When a Movie Is Fully Loaded -- Playing External Sounds -- Loading External Text -- Summary -- Q&A -- Workshop -- HOUR 21 Minimizing File Size -- File Size Considerations -- Summary -- Q&A -- Workshop -- HOUR 22 Optimizing Performance -- Measuring Performance -- Impacts on Performance -- Summary -- Q&A -- Workshop -- HOUR 23 Advanced Animation Techniques -- It's the Result, Not the Technology -- Applying Conventional Techniques -- Summary -- Q&A -- Workshop -- HOUR 24 Publishing a Creation -- How to Publish -- Adding Metadata to Your Flash Creation…”

Tabla de Contenidos: “…2.10 PROBLEM SET3: Processors; 3.1 INTRODUCTION; 3.2 PROCESSOR SELECTION FOR SOC; 3.2.1 Overview; 3.2.2 Example: Soft Processors; 3.2.3 Examples: Processor Core Selection; 3.3 BASIC CONCEPTS IN PROCESSOR ARCHITECTURE; 3.3.1 Instruction Set; 3.3.2 Some Instruction Set Conventions; 3.3.3 Branches; 3.3.4 Interrupts and Exceptions; 3.4 BASIC CONCEPTS IN PROCESSOR MICROARCHITECTURE; 3.5 BASIC ELEMENTS IN INSTRUCTION HANDLING; 3.5.1 The Instruction Decoder and Interlocks; 3.5.2 Bypassing; 3.5.3 Execution Unit; 3.6 BUFFERS: MINIMIZING PIPELINE DELAYS; 3.6.1 Mean Request Rate Buffers…”

Tabla de Contenidos: “…5.5 Human Factors and Reliability5.6 Deductive versus Inductive Methods; 5.7 Failure Modes, Effects, and Criticality Analysis; 5.8 Fault Tree Analysis; 5.8.1 Role of FTA in Decision-Making; 5.8.2 Steps of Fault Tree Analysis; 5.8.3 Basic Paradigms for the Construction of Fault Trees; 5.8.4 Definition of the Top Event; 5.8.5 Faults versus Failures; 5.8.6 Minimal Cut Sets; 5.9 Physics of Failure; 5.9.1 Stress Margins; 5.9.2 Model Analysis of Failure Mechanisms; 5.9.3 Derating; 5.9.4 Protective Architectures; 5.9.5 Redundancy; 5.9.6 Prognostics; 5.10 Design Review; 5.11 Qualification…”

Tabla de Contenidos: “…5.6 CMOS LOGIC NETWORKS5.7 PRACTICAL ASPECTS OF LOGIC GATES; 5.8 TRANSMISSION GATES; PROBLEMS; 6 Logic Function Optimization; 6.1 OBJECTIVES; 6.2 LOGIC FUNCTION OPTIMIZATION PROCESS; 6.3 KARNAUGH MAPS; 6.4 TWO-VARIABLE KARNAUGH MAP; 6.5 THREE-VARIABLE KARNAUGH MAP; 6.6 FOUR-VARIABLE KARNAUGH MAP; 6.7 FIVE-VARIABLE KARNAUGH MAP; 6.8 XOR AND NXOR KARNAUGH MAPS; 6.9 INCOMPLETE LOGIC FUNCTIONS; 6.10 QUINE-McCLUSKEY MINIMIZATION; PROBLEMS; 7 Combinational Logic; 7.1 OBJECTIVES; 7.2 COMBINATIONAL LOGIC CIRCUITS; 7.3 MULTIPLEXERS; 7.4 LOGIC DESIGN WITH MULTIPLEXERS; 7.5 DEMULTIPLEXERS; 7.6 DECODERS…”

Tabla de Contenidos: “…7.7 Simple Consensus7.8 Minimize Adverse Effects; 7.9 Not Good Enough; 7.10 Partisan Decision; 7.11 Balance the Books; 7.12 Simple Majority; 7.13 Non-Partisan Decision; 7.14 Shifting Alliances; 7.15 Normative Decision; 7.16 Deeper Analysis; 7.17 No Decision; 7.18 Other Strategies; 7.19 Strategy Statistics; 7.20 Student Testing; Chapter 8 Related Work; 8.1 Prescriptive Models; 8.2 Descriptive Models; 8.3 Roll Call Voting Studies; 8.3.1 Predictive Models; 8.3.2 Descriptive Models; 8.3.3 AI Models of Political Reasoning; 8.4 Quantitative versus Qualitative Models; Chapter 9 Future Work…”

Tabla de Contenidos: “…4.1 The organisation4.1.1 Structure; 4.1.2 Processes; 4.2 Loosely coupled tasks; 4.2.1 Task dependencies; 4.2.2 Events and event patterns; 4.2.3 Support for dynamic modifications; 4.3 Behaviour-based processes; 4.3.1 Organisational behaviour; 4.3.2 Process definitions; 4.4 Two-tier constraints; 4.4.1 The boundary for a safe modification; 4.4.2 The minimal set of constraints; 4.4.3 Benefits of two-tier constraints; 4.5 Behaviour specialisation; 4.5.1 Variations in organisational behaviour; 4.5.2 Specialisation rules; 4.5.3 Support for unforeseen variations; 4.6 Interaction membranes…”

Tabla de Contenidos: “…Using the Merge OVAL Documents Tool -- Some Useful Tips for Creating Content -- Explain Yourself -- Make Sure It Works -- Version Your Artifacts -- Reuse of Artifacts -- Content Correctness -- Least Version Principle -- Design for People -- Follow the Rules of the Road -- Minimize Extension Depth -- Granularity -- Customization -- Performance -- Regular Expressions -- Chapter 8: Putting Security Automation to Work in the Enterprise -- How Organizations Are Using Security Automation -- Automated Hardware and Software Inventory -- Security Configuration Management (SCM) -- OpenSCAP Security Automation Software in Linux Distributions -- Use of Security Automation to Track Management and Operational Security -- Security Automation to Discover Malicious Software -- Continuous Monitoring by Integrating Security Systems -- Device Health Monitoring -- Building a Healthy and Resilient Cyber Ecosystem -- Chapter 9: Conclusion -- The Road Ahead -- Appendix: XCCDF, OVAL, OCIL, and Supporting Enumerations Usage -- Index…”

Tabla de Contenidos: “…Dependency Checking; 1.3. Minimizing Rebuilds; 1.4. Invoking make; 1.5. Basic Makefile Syntax; 2. …”

“…And while there is always a risk that a deal will fall through, the book explains how minimal such risks really are when the potential upside is factored in. …”

“…Design RPA solutions to perform a wide range of transactional tasks with minimal cost and maximum ROI About This Book A beginner's guide to learn Robotic Process Automation and its impact on the modern world Design, test, and perform enterprise automation task with UiPath Create Automation apps and deploy them to all the computers in your department. …”

Tabla de Contenidos: “…-- 4.4 Dealing with incorrect values: Vehicles -- 4.5 Dealing with inconsistent values: Location -- 4.6 Going the distance: Locations -- 4.7 Fixing type mismatches -- 4.8 Dealing with rows that still contain bad data -- 4.9 Creating derived columns -- 4.10 Preparing non-numeric data to train a deep learning model -- 4.11 Overview of the end-to-end solution -- Summary -- 5 Preparing and building the model -- 5.1 Data leakage and features that are fair game for training the model -- 5.2 Domain expertise and minimal scoring tests to prevent data leakage -- 5.3 Preventing data leakage in the streetcar delay prediction problem -- 5.4 Code for exploring Keras and building the model -- 5.5 Deriving the dataframe to use to train the model -- 5.6 Transforming the dataframe into the format expected by the Keras model -- 5.7 A brief history of Keras and TensorFlow -- 5.8 Migrating from TensorFlow 1.x to TensorFlow 2 -- 5.9 TensorFlow vs. …”

Tabla de Contenidos: “…Recovering from Transient and Permanent Disk Failures -- ASM and I/O Error Failure Management -- Space Management Views for ASM Redundancy -- Disk Groups and Attributes -- Attributes Overview -- Summary -- Chapter 5: Managing Databases in ASM -- Interaction Between ASM and Database -- Cloning ASM and Database Homes -- Create Database in Command-Line Mode -- Database Interaction with ASM -- Disk Groups and Databases -- Transportable Tablespaces and ASM -- Performing the Preliminary Steps to Set Up the TTSs -- Alert Log Monitoring -- Monitoring the ASM Disk Group -- Issues DBAs Encounter with ASM -- Spfile with an Incorrect Initialization Parameter -- Archiver Is Stuck -- Moving the Control Files to ASM -- Use Cases for DBAs -- Impact of DB_UNIQUE_NAME for the ASM Directory Structure -- Backing Up the Database to the FRA Disk Group -- Specifying Default Locations for Data Files and Redo Logs -- Copying Files from One ASM Instance to Another -- How to Migrate from File System to ASM with Minimal Downtime -- How to Move a Tablespace from One Disk Group to Another -- Create Multiplexed Redo Logs -- Summary -- Chapter 6: ASMLIB Concepts and Overview -- Benefits of ASMLIB -- Device Discovery -- I/O Processing -- ASMLIB Implementation -- ASMLIB Installation -- Setting Up and Configuring ASMLIB -- Managing Disks in ASMLIB -- Troubleshooting ASMLIB -- Summary -- Chapter 7: ASM Files, Aliases, and Security -- ASM Filenames -- ASM Directories -- ASM Aliases -- Templates -- VASM_TEMPLATE -- ASM File Access Control -- ASM ACL Overview -- ASM ACL Setup Example -- Summary -- Chapter 8: ASM Space Allocation and Rebalance -- ASM Space Allocation -- ASM Allocation Units -- ASM Extents -- ASM Striping -- Setting Larger AU Sizes for VLDBs -- ASM Rebalance -- Rebalance Operation -- Fast Rebalance -- Effects of Imbalanced Disks -- ASM and Storage Array Migration…”

“…Key Features Explore different models and patterns required to develop progressive web applications Create applications requiring shorter runtime for attracting more users Study different projects to understand the fundamentals of progressive web applications Book Description Are you a developer that wants to create truly cross-platform user experiences with a minimal footprint, free of store restrictions and features customers want? …”

Tabla de Contenidos: “…8.1.1 Vectorization -- 8.1.2 Tidy repetition: Looping with purrr -- 8.1.3 for loops -- 8.2 Wider and narrower loop scope -- 8.2.1 while loops -- 8.3 Conditional evaluation -- 8.3.1 if conditions -- 8.3.2 ifelse conditions -- 8.4 Try it yourself -- Terminology -- Summary -- Chapter 9: Visualizing data: Plotting -- 9.1 Data preparation -- 9.1.1 Tidy data, revisited -- 9.1.2 Importance of data types -- 9.2 ggplot2 -- 9.2.1 General construction -- 9.2.2 Adding points -- 9.2.3 Style aesthetics -- 9.2.4 Adding lines -- 9.2.5 Adding bars -- 9.2.6 Other types of plots -- 9.2.7 Scales -- 9.2.8 Facetting -- 9.2.9 Additional options -- 9.3 Plots as objects -- 9.4 Saving plots -- 9.5 Try it yourself -- Terminology -- Summary -- Chapter 10: Doing more with your data with extensions -- 10.1 Writing your own packages -- 10.1.1 Creating a minimal package -- 10.1.2 Documentation -- 10.2 Analyzing your package -- 10.2.1 Unit testing -- 10.2.2 Profiling -- 10.3 What to do next? …”

Tabla de Contenidos: “…6.2 First-Order Lowpass Filters -- 6.3 Decibels, the Cascade Connection, and Logarithmic Frequency Scales -- 6.4 Bode Plots -- 6.5 First-Order Highpass Filters -- 6.6 Series Resonance -- 6.7 Parallel Resonance -- 6.8 Ideal and Second-Order Filters -- 6.9 Bode Plots with Matlab -- 6.10 Digital Signal Processing -- Summary -- Problems -- Chapter 7 Logic Circuits -- 7.1 Basic Logic Circuit Concepts -- 7.2 Representation of Numerical Data in Binary Form -- 7.3 Combinatorial Logic Circuits -- 7.4 Synthesis of Logic Circuits -- 7.5 Minimization of Logic Circuits -- 7.6 Sequential Logic Circuits -- Summary -- Problems -- Chapter 8 Computers, Microcontrollers and Computer‐Based Instrumentation Systems -- 8.1 Computer Organization -- 8.2 Memory Types -- 8.3 Digital Process Control -- 8.4 Programming Model for the HCS12/9S12 Family -- 8.5 The Instruction Set and Addressing Modes for the CPU12 -- 8.6 Assembly-Language Programming -- 8.7 Measurement Concepts and Sensors -- 8.8 Signal Conditioning -- 8.9 Analog-to-Digital Conversion -- Summary -- Problems -- Chapter 9 Diodes -- 9.1 Basic Diode Concepts -- 9.2 Load-Line Analysis of Diode Circuits -- 9.3 Zener-Diode Voltage-Regulator Circuits -- 9.4 Ideal-Diode Model -- 9.5 Piecewise-Linear Diode Models -- 9.6 Rectifier Circuits -- 9.7 Wave-Shaping Circuits -- 9.8 Linear Small-Signal Equivalent Circuits -- Summary -- Problems -- Chapter 10 Amplifiers: Specifications and External Characteristics -- 10.1 Basic Amplifier Concepts -- 10.2 Cascaded Amplifiers -- 10.3 Power Supplies and Efficiency -- 10.4 Additional Amplifier Models -- 10.5 Importance of Amplifier Impedances in Various Applications -- 10.6 Ideal Amplifiers -- 10.7 Frequency Response -- 10.8 Linear Waveform Distortion -- 10.9 Pulse Response -- 10.10 Transfer Characteristic and Nonlinear Distortion -- 10.11 Differential Amplifiers…”

Tabla de Contenidos: “…13.4 Four Investigation Priorities -- Gastropod Molluscs -- Nematode Worms -- Spiders -- Insect Larvae -- 13.5 Neither Sentience Candidates nor Investigation Priorities: Plants and Unicellular Organisms -- 13.6 Summary of Chapter 13 -- 14: Frontiers of Proportionality -- 14.1 Taking Invertebrates Seriously -- 14.2 Codes of Good Practice and Licensing Schemes -- 14.3 Against Octopus Farming -- 14.4 Towards Humane Slaughter -- 14.5 Summary of Chapter 14 -- Part V: Preparing for Artificial Sentience -- 15: Against Complacency -- 15.1 A Case against Complacency -- 15.2 Sources of Risk 1: Whole-Brain Emulation -- 15.3 Sources of Risk 2: Artificial Evolution -- 15.4 Sources of Risk 3: Minimal Implementations of Cognitive Theories of Consciousness -- 15.5 Summary of Chapter 15 -- 16: Large Language Models and the Gaming Problem -- 16.1 The Gaming Problem: When the System Knows the Criteria -- 16.2 Boxing the AI: Schneider and Turner's 'Artificial Consciousness Test' -- 16.3 The Need for Deep Computational Markers -- 16.4 Summary of Chapter 16 -- 17: The Run-Ahead Principle -- 17.1 Metzinger's Call for a Moratorium -- 17.2 A Moderate Alternative -- 17.3 Will We Soon Need an AI Welfare Law? …”

Tabla de Contenidos: “…Data Modification -- SELECT INTO -- BULK Rowset Provider -- Minimally Logged Operations -- Testing Insert Scenarios -- Scenario 2: SELECT INTO, Non-FULL Recovery -- Scenario 3: INSERT SELECT, Empty Heap, TABLOCK -- Scenario 4: INSERT SELECT, Nonempty Heap, TABLOCK -- Scenario 5: INSERT SELECT, Empty Heap, Without TABLOCK -- Scenario 6: INSERT SELECT, Empty B-Tree, TABLOCK -- Scenario 7: INSERT SELECT, Nonempty B-Tree, TABLOCK, TF-610 Off, New Key Range -- Scenario 8: INSERT SELECT, Nonempty B-Tree, TABLOCK, TF-610 On, New Key Range -- Scenario 9: INSERT SELECT, Nonempty B-Tree, TABLOCK, Merged Key Range -- Scenario 10: INSERT SELECT, Empty B-Tree, Without TABLOCK, TF-610 Off -- Scenario 11: INSERT SELECT, Empty B-Tree, Without TABLOCK, TF-610 On -- Scenario 12: INSERT SELECT, Nonempty B-Tree, without TABLOCK, TF-610 Off, New Key Range -- Scenario 13: INSERT SELECT, Nonempty B-Tree, without TABLOCK, TF-610 On, New Key Range -- Scenario 14: INSERT SELECT, Nonempty B-Tree, without TABLOCK, Merged Key Range -- Summary of Minimal Logging -- INSERT EXEC -- Sequence Mechanisms -- Custom Sequences -- Single Sequence Value -- Block of Sequence Values -- Nonblocking Sequences -- GUIDs -- Deleting Data -- Removing Rows with Duplicate Data…”