Tabla de Contenidos: “…封 -- 版权声明 -- 内容提 -- 作 简介 -- 前 -- 审稿人简介 -- 目录 -- 第一 分 导 --熟悉实时分析 -- 第1章 实时分析简介 -- 1.1 大数据的定义 -- 1.2 大数据的基础 施 -- 1.3 实时分析--神 与现实 -- 1.4 实时 决方案--可用的架构 -- 1.4.1 NRT的Storm 决方案 -- 1.4.2 NRT的Spark 决方案 -- 1.5 Lambda 架构--分析可 性 -- 1.6 物 网--想法与可 性 -- 缘分析 -- 1.7 云-- NRT 和物 网 -- 1.8 小结 -- 第2章 实时应用的基本组件 -- 2.1 NRT 系统及其构建模块 -- 2.1.1 数据 -- 2.1.2 流处理 -- 2.1.3 分析层-服务终端用户 -- 2.2 NRT 的 级系统 图 -- 2.3 NRT 的技术 图 -- 2.3.1 事件生产 -- 2.3.2 数据收 -- 2.3.3 代理 -- 2.3.4 换和处理 -- 2.3.5 存储 -- 2.4 小结 -- 第二 分 搭建基础 施 -- 第3章 了 和 数据流 -- 3.1 了 数据流 -- 3.2 为数据提取安 基础 施 -- 3.2.1 Apache Kafka -- 3.2.2 Apache NiFi -- 3.2.3 Logstash -- 3.2.4 Fluentd -- 3.2.5 Flume -- 3.3 将数据从源填到处理器--期望和注意事 -- 3.4 比 与 择 合用例的最佳实 -- 3.5 小 牛刀 -- 置Elasticsearch -- 3.6 小结 -- 第4章 安 和 置Storm -- 4.1 Storm 概 -- 4.2 Storm 架构和组件 -- 4.2.1 特征 -- 4.2.2 组件 -- 4.2.3 流分组 -- 4.3 安 和 置 Storm -- 4.3.1 安 ZooKeeper -- 4.3.2 置Apache Storm -- 4.4 在 Storm 上实时处理任务 -- 任务 -- 4.5 小结 -- 第5章 置Apache Spark和Flink -- 5.1 安 并快 Spark -- 5.1.1 源码构建 -- 5.1.2 下 Spark 安 包 -- 5.1.3 示例 -- 5.2 安 并快 Flink -- 5.2.1 使用源码构建Flink -- 5.2.2 下 Flink -- 5.2.3 示例 -- 5.3 安 并快 Apache Beam -- 5.3.1 Beam模型 -- 5.3.2 示例 -- 5.3.3 MinimalWordCount 示例 -- 5.4 Apache Beam 中的平 -- 5.5 小结 -- 第三 分 Storm 实时 算 -- 第6章 成Storm 与数据源 -- 6.1 RabbitMQ 有效的消息传 -- 6.2 RabbitMQ 交换器 -- 6.2.1 直接交换器 -- 6.2.2 RabbitMQ安 置 -- 6.2.3 RabbitMQ的发布和 -- 6.3 RabbitMQ 与 Storm 成 -- AMQPSpout -- 6.4 PubNub 数据流发布 -- 6.5 将Storm 和RMQ_PubNub 传感器数据拓扑串在一 -- 6.6 小结 -- 第7章 从Storm 到Sink -- 7.1 安 并 置 Cassandra -- 7.1.1 安 Cassandra -- 7.1.2 置Cassandra -- 7.2 Storm 和 Cassandra 拓扑 -- 7.3 Storm 和 IMDB 成处理维度数据 -- 7.4 成 示层与 Storm -- 使用Elasticsearch插件 置Grafana -- 7.5 小 牛刀 -- 7.6 小结 -- 第8章 Storm Trident -- 8.1 状态保持和 Trident -- 8.1.1 事务性spout -- 8.1.2 不 明事务性spout -- 8.2 基本 Storm Trident 拓扑 -- 8.3 Trident 内 实现…”

Tabla de Contenidos: “…3.3.1.2 Computation Task Models 68 -- 3.3.1.3 Quality of Experience 71 -- 3.3.2 Computation Offloading Game 71 -- 3.3.2.1 Game Formulation 71 -- 3.3.2.2 Algorithm Development 74 -- 3.3.2.3 Price of Anarchy 74 -- 3.3.2.4 Performance Evaluation 75 -- 3.4 Conclusion 80 -- References 80 -- 4 Pricing Tradeoffs for Data Analytics in Foǵ<U+0093>Cloud Scenarios 83 /Yichen Ruan, Liang Zheng, Maria Gorlatova, Mung Chiang, and Carlee Joe-Wong -- 4.1 Introduction: Economics and Fog Computing 83 -- 4.1.1 Fog Application Pricing 85 -- 4.1.2 Incentivizing Fog Resources 86 -- 4.1.3 A Fogonomics Research Agenda 86 -- 4.2 Fog Pricing Today 87 -- 4.2.1 Pricing Network Resources 87 -- 4.2.2 Pricing Computing Resources 89 -- 4.2.3 Pricing and Architecture Trade-offs 89 -- 4.3 Typical Fog Architectures 90 -- 4.3.1 Fog Applications 90 -- 4.3.2 The Cloud-to-Things Continuum 90 -- 4.4 A Case Study: Distributed Data Processing 92 -- 4.4.1 A Temperature Sensor Testbed 92 -- 4.4.2 Latency, Cost, and Risk 95 -- 4.4.3 System Trade-off: Fog or Cloud 98 -- 4.5 Future Research Directions 101 -- 4.6 Conclusion 102 -- Acknowledgments 102 -- References 103 -- 5 Quantitative and Qualitative Economic Benefits of Fog 107 /Joe Weinman -- 5.1 Characteristics of Fog Computing Solutions 108 -- 5.2 Strategic Value 109 -- 5.2.1 Information Excellence 110 -- 5.2.2 Solution Leadership 110 -- 5.2.3 Collective Intimacy 110 -- 5.2.4 Accelerated Innovation 111 -- 5.3 Bandwidth, Latency, and Response Time 111 -- 5.3.1 Network Latency 113 -- 5.3.2 Server Latency 114 -- 5.3.3 Balancing Consolidation and Dispersion to Minimize Total Latency 114 -- 5.3.4 Data Traffic Volume 115 -- 5.3.5 Nodes and Interconnections 116 -- 5.4 Capacity, Utilization, Cost, and Resource Allocation 117 -- 5.4.1 Capacity Requirements 117 -- 5.4.2 Capacity Utilization 118 -- 5.4.3 Unit Cost of Delivered Resources 119 -- 5.4.4 Resource Allocation, Sharing, and Scheduling 120 -- 5.5 Information Value and Service Quality 120 -- 5.5.1 Precision and Accuracy 120.…”

Tabla de Contenidos: “…APPLICATION Venezuelan Price Ceilings and Shortages -- Price Floor -- 2.8 When to Use the Supply-and-Demand Model -- CHALLENGE SOLUTION Quantities and Prices of Genetically Modified Foods -- Summary -- Exercises -- Chapter 3 A Consumer's Constrained Choice -- CHALLENGE Why Americans Buy E-Books and Germans Do Not -- 3.1 Preferences -- Properties of Consumer Preferences -- APPLICATION You Can't Have Too Much Money -- Preference Maps -- Indifference Curves -- Solved Problem 3.1 -- 3.2 Utility -- Utility Function -- Willingness to Substitute Between Goods -- Solved Problem 3.2 -- APPLICATION MRS Between Recorded Tracks and Live Music -- Curvature of Indifference Curves -- Solved Problem 3.3 -- APPLICATION Indifference Curves Between Food and Clothing -- 3.3 Budget Constraint -- 3.4 Constrained Consumer Choice -- Finding an Interior Solution Using Graphs -- Solved Problem 3.4 -- Finding an Interior Solution Using Calculus -- Solved Problem 3.5 -- Solved Problem 3.6 -- Solved Problem 3.7 -- APPLICATION Utility Maximization for Recorded Tracks and Live Music -- Finding Corner Solutions -- Minimizing Expenditure -- Solved Problem 3.8 -- 3.5 Behavioral Economics -- Tests of Transitivity -- Endowment Effect -- APPLICATION Opt In Versus Opt Out -- Salience -- CHALLENGE SOLUTION Why Americans Buy E-Books and Germans Do Not -- Summary -- Exercises -- Chapter 4 Demand -- CHALLENGE Paying Employees to Relocate -- 4.1 Deriving Demand Curves -- System of Demand Functions -- Graphical Interpretation -- APPLICATION Smoking Versus Eating and Phoning -- 4.2 Effects of an Increase in Income -- How Income Changes Shift Demand Curves -- Solved Problem 4.1 -- Consumer Theory and Income Elasticities -- Solved Problem 4.2 -- APPLICATION Fast-Food Engel Curve -- Solved Problem 4.3 -- 4.3 Effects of a Price Increase -- Income and Substitution Effects with a Normal Good…”

Tabla de Contenidos:

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Investing -- Chapter 1 Making Sense of Your Investing Options -- Growing Your Money in Ownership Investments -- Sharing in corporate growth and profits: Stocks -- Profiting from real estate -- Succeeding in small business -- Making "riskier" choices: Options, cryptocurrencies, and so on -- Keeping Money in Lending Investments -- Understanding Risks and Returns -- Realizing risks -- Managing risks -- Making sense of returns -- Where to Invest and Get Advice -- Finding the best fund companies and brokers -- Finding an acceptable advisor -- Chapter 2 Using Investments to Accomplish Your Goals -- Setting and Prioritizing Your Shorter-Term Goals -- Accumulating a rainy-day fund -- Saving for large purchases -- Investing for a small business or home -- Saving for kids' higher educational costs -- Investing short-term money -- Investing in Retirement Accounts -- Understanding retirement account perks -- Grappling with retirement account concerns -- Taking advantage of retirement accounts -- Surveying retirement account choices -- Selecting retirement account investments -- Assessing Your Risk-Taking Desires -- Chapter 3 Setting Your Return Expectations -- Estimating Your Investments' Returns -- Money market funds and savings account returns -- Bond returns -- Stock returns -- Real estate returns -- Small-business returns -- Compounding Your Returns -- The value of getting a few extra percent -- Considering your goals -- Chapter 4 Minimizing Your Taxes When Investing -- Understanding Investment Taxes -- Tracking taxation of investment distributions -- Determining your tax bracket -- Highlighting the Tax Cuts and Jobs Act bill…”

Tabla de Contenidos: “…Exercise 4-1: Summary -- Joins -- Exercise 4-2: Expanding Data Through Joins -- Inner Join -- Right Join -- Left Join -- Semi-Join -- Anti-Join -- Semi-Join and Anti-Join Aliases -- Using the IN Operator -- Negating the IN Operator -- Full Join -- Exercise 4-2: Summary -- Putting It All Together -- Exercise 4-3: Problem Solving with SQL Expressions and Conditional Queries -- Expressions as Columns -- Using an Inner Query -- Using Conditional Select Expressions -- Exercise 4-3: Summary -- Summary -- Chapter 5: Bridging Spark SQL with JDBC -- Overview -- MySQL on Docker Crash Course -- Starting Up the Docker Environment -- Docker MySQL Config -- Exercise 5-1: Exploring MySQL 8 on Docker -- Working with Tables -- Connecting to the MySQL Docker Container -- Using the MySQL Shell -- The Default Database -- Creating the Customers Table -- Inserting Customer Records -- Viewing the Customers Table -- Exercise 5-1: Summary -- Using RDBMS with Spark SQL and JDBC -- Managing Dependencies -- Exercise 5-2: Config-Driven Development with the Spark Shell and JDBC -- Configuration, Dependency Management, and Runtime File Interpretation in the Spark Shell -- Runtime Configuration -- Local Dependency Management -- Runtime Package Management -- Dynamic Class Compilation and Loading -- Spark Config: Access Patterns and Runtime Mutation -- Viewing the SparkConf -- Accessing the Runtime Configuration -- Iterative Development with the Spark Shell -- Describing Views and Tables -- Writing DataFrames to External MySQL Tables -- Generate Some New Customers -- Using JDBC DataFrameWriter -- SaveMode -- Exercise 5-2: Summary -- Continued Explorations -- Good Schemas Lead to Better Designs -- Write Customer Records with Minimal Schema -- Deduplicate, Reorder, and Truncate Your Table -- Drop Duplicates -- Sorting with Order By -- Truncating SQL Tables -- Stash and Replace…”

Tabla de Contenidos: “…-- Activating the VBE -- Understanding VBE components -- Working with the Project Window -- Adding a new VBA module -- Removing a VBA module -- Exporting and importing objects -- Working with a Code Window -- Minimizing and maximizing windows -- Creating a module -- Getting VBA code into a module -- Entering code directly -- Using the macro recorder -- Copying VBA code -- Customizing the VBA Environment -- Using the Editor tab -- Using the Editor Format tab -- Using the General tab -- Using the Docking tab -- Chapter 4 Introducing the Excel Object Model -- Excel Is an Object? …”

Tabla de Contenidos: “…-- Activating the VBE -- Understanding VBE components -- Working with the Project Window -- Adding a new VBA module -- Removing a VBA module -- Exporting and importing objects -- Working with a Code Window -- Minimizing and maximizing windows -- Creating a module -- Getting VBA code into a module -- Entering code directly -- Using the macro recorder -- Copying VBA code -- Customizing the VBA Environment -- Using the Editor tab -- Using the Editor Format tab -- Using the General tab -- Using the Docking tab -- Chapter 4 Introducing the Excel Object Model -- Excel Is an Object? …”

Tabla de Contenidos: “…-- Chapter 2 Navigating the Access Workspace -- Diving Right In -- Working with Onscreen Tools in Access -- Clicking tabs -- Using buttons -- The File tab and Quick Access tools -- Accessing panes, panels, and context-sensitive tools -- Customizing the Access Workspace -- Repositioning the Quick Access Toolbar -- Adding buttons to the Quick Access Toolbar -- Removing buttons from the Quick Access Toolbar -- Minimizing the Ribbon -- Working with ScreenTips -- Mousing Around -- Navigating Access with the Alt Key -- Chapter 3 Database Basics -- Database Lingo -- Data, no matter how you pronounce it -- Fields of dreams (or data) -- Records -- Tables -- The database -- Field Types and Uses -- Choosing Between Flat and Relational Databases -- Isolationist tables -- Tables that mix and mingle -- Building a Database -- Adding and Removing Tables -- One more, please -- Oops, I didn't mean to do that -- Chapter 4 Sounds Like a Plan -- Planning Your Database Tables -- Reviewing fields -- Determining data types -- Grouping fields into tables -- What is normal? …”

Tabla de Contenidos: “…-- How to know what failed -- We need to convey error details in the return value -- Conveying error details using Either -- Refactoring to Either -- Returning an Either instead of an Option -- Practicing safe functions that return Either -- What we learned about Option works with Either -- Coffee break: Error handling using Either -- Coffee break explained: Error handling using Either -- Working with Option/Either -- Summary -- 7 Requirements as types -- Modeling data to minimize programmers' mistakes -- Well-modeled data can't lie -- Designing using what we know so far (which is primitive types) -- Using data modeled as primitive types -- Coffee break: The pain of primitive types -- Coffee break explained: The pain of primitive types -- Problems with the primitive type approach to modeling -- Using primitive types makes our jobs harder! …”

Tabla de Contenidos: “…-- 14.5 Harvesting Strategies -- Systematic Liquidation -- Outright Sale -- Acquisition -- Going Public -- 14.6 Summary -- Key Concepts -- Discussion Questions -- PART IV Entrepreneurial Management and Control -- 15 Basic Entrepreneurial Management -- 15.1 Planning -- Concepts of Planning -- The Planning Process -- 15.2 Organizing -- Defining the Tasks -- Functional Departmentalization -- Range of Control -- Delegation of Authority -- Types of Organizational Structures -- 15.3 Staffing -- 15.4 Directing -- Leadership and Leaders -- 15.5 Controlling -- 15.6 Business Strategies -- Product Differentiation -- Cost Minimization -- Niche Creation -- 15.7 Summary -- Key Concepts -- Discussion Questions -- 16 Location and Layout -- 16.1 Factors Affecting the Selection of Location -- The General Factors -- Specific Factors -- 16.2 TYPES OF BUSINESS OUTLETS AND LOCATIONS -- Outlets by Types of Goods and Services -- Retail Outlet Locations -- Service Outlet Locations -- Wholesale Outlet Locations -- Production Plant Locations…”

Tabla de Contenidos: “…Application: The Opportunity Cost of an MBA -- Solved Problem 7.1 -- Opportunity Cost of Capital -- Sunk Costs -- 7.2 Short-Run Costs -- Short-Run Cost Measures -- Application: The Sharing Economy and the Short Run -- Short-Run Cost Curves -- Production Functions and the Shape of Cost Curves -- Application: A Beer Manufacturer's Short-Run Cost Curves -- Effects of Taxes on Costs -- Solved Problem 7.2 -- Short-Run Cost Summary -- 7.3 Long-Run Costs -- All Costs Are Avoidable in the Long Run -- Minimizing Cost -- Isocost Line -- Combining Cost and Production Information -- Solved Problem 7.3 -- Factor Price Changes -- Solved Problem 7.4 -- The Long-Run Expansion Path and the Long-Run Cost Function -- Solved Problem 7.5 -- The Shape of Long-Run Cost Curves -- Application: 3D Printing -- Estimating Cost Curves Versus Introspection -- 7.4 Lower Costs in the Long Run -- Long-Run Average Cost as the Envelope of Short-Run Average Cost Curves -- Application: A Beer Manufacturer's Long-Run Cost Curves -- Application: Should You Buy an Inkjet or a Laser Printer? …”

Tabla de Contenidos: “…-- 12.1.1 Reason 1: Alignment Between Partners Has Shifted -- 12.1.2 Reason 2: Partner Feels It Has Achieved What It Needs -- 12.1.3 Reason 3: IJV Is Failing -- 12.1.4 Reason 4: IJV Has Fulfilled Its Purpose -- 12.1.5 The Cost of IJV Exit -- 12.1.6 How to Minimize Risk in an IJV -- 12.1.7 So How to Set Yourself Up for Success? …”

Tabla de Contenidos: “…Practice 30: Creating a crystal-clear picture of your target customers -- Practice 31: Aligning your product value proposition with the underserved needs of your customers -- Practice 32: Developing your roadmap as a communication tool with the right prioritization logic -- Product management basics -- Practice 33: Getting the brand and product design right early on -- Practice 34: Building a thriving user research engine quickly -- Practice 35: Implementing best-in-class product management tools -- 6 Technology Excellence: Creating scalable and secure tech platforms for future growth -- Practice 36: Establishing the right technology OKRs -- Organzational charts and roles -- Practice 37: Defining the roles &amp -- responsibilities for a technology function -- Practice 38: Scaling the right technology roles at the right time -- Your way of agile development -- Practice 39: Creating your own version of agile development -- Development operations (DevOps) -- Practice 40: Establishing lean software development principles -- Practice 41: Establishing technical DevOps practices for continuous delivery -- Practice 42: Enabling a team of doers through the right DevOps culture -- Scalable architecture -- Practice 43: Creating a "good enough" software architecture that can evolve over time -- Practice 44: Establishing a resilient cloud architecture -- Information security -- Practice 45: Mitigating the top 10 web applications' security risks -- Practice 46: Integrating the key information security practices into design, development and deployment early on -- Data management -- Practice 47: Democratizing data with self-service data tools while building a scalable data architecture -- 7 B2C Marketing Excellence: Scaling up with minimal expense and maximum customer retention -- OKRs -- Practice 48: Establishing the right marketing OKRs…”

Tabla de Contenidos: “…GAT2 transcription symbols -- 2.1 Minimal transcript -- 2.1.1 Sequential structure -- 2.1.2 In- and outbreaths -- 2.1.3 Pauses -- 2.1.4 Other segmental conventions -- 2.1.5 Laughter and crying -- 2.1.6 Continuers -- 2.1.7 Oher conventions -- 2.2 Basic transcript -- 2.2.1 Sequential structure -- 2.2.2 Other segmental conventions -- 2.2.3 Accentuation -- 2.2.4 Final pitch movements of intonation phrases -- 2.2.5 Other conventions -- 2.3 Fine transcript -- 2.3.1 Accentuation -- 2.3.2 Pitch jumps -- 2.3.3 Changes in pitch register -- 2.3.4 Intralinear notation of accent pitch movements -- 2.3.5 Loudness und tempo changes, with scope…”

Tabla de Contenidos: “…-- Launching and Quitting Applications with Aplomb -- Performing Tricks with Finder Windows -- Scrolling in and resizing windows -- Minimizing and restoring windows -- Moving and zooming windows -- Closing windows -- Juggling Folders and Icons -- A field observer's guide to icons -- Selecting items -- Selecting one thing -- Selecting a whole bunch of things -- Copying items -- Moving things from place to place -- Duplicating in a jiffy -- Using Finder Tabs -- Keys and Keyboard Shortcuts to Fame and Fortune -- Special keys on the keyboard -- Using the Finder and application keyboard shortcuts -- Home, Sweet Home Folder -- Working with Mission Control -- Hiring a Stage Manager -- Switching Desktops with Spaces -- Personalizing Your Desktop -- Taking Control of Your MacBook -- Customizing the Dock -- Adding applications and extras to the Dock -- Using Desktop widgets -- Keeping track with Stacks -- Resizing the Dock -- What's with the Trash? …”

Tabla de Contenidos: “…Chapter 7 Infinite Impulse Response Filters -- 7.1 General Expressions for the Properties of IIR Filters -- 7.2 Direct Calculations of the Coefficients Using Model Functions -- 7.2.1 Impulse Invariance -- 7.2.2 Bilinear Transform -- 7.2.2.1 Butterworth Filters -- 7.2.2.2 Elliptic Filters -- 7.2.2.3 Calculating any Filter by Transformation of a Low‐pass Filter -- 7.2.3 Iterative Techniques for Calculating IIR Filter with Frequency -- 7.2.3.1 Minimizing the Mean Square Error -- 7.2.3.2 Chebyshev Approximation -- 7.2.4 Filters Based on Spheroidal Sequences -- 7.2.5 Structures Representing the Transfer Function -- 7.2.6 Limiting the Coefficient Wordlength -- 7.2.7 Round‐Off Noise -- 7.2.8 Comparison of IIR and FIR Filters -- Exercises -- References -- Chapter 8 Digital Ladder Filters -- 8.1 Properties of Two‐Port Circuits -- 8.2 Simulated Ladder Filters -- 8.3 Switched‐Capacitor Filters -- 8.4 Lattice Filters -- 8.5 Comparison Elements -- Exercises -- References -- Chapter 9 Complex Signals - Quadrature Filters - Interpolators -- 9.1 The Fourier Transform of a Real and Causal Set -- 9.2 Analytic Signals -- 9.3 Calculating the Coefficients of an FIR Quadrature Filter -- 9.4 Recursive 90° Phase Shifters -- 9.5 Single Side‐Band Modulation -- 9.6 Minimum‐Phase Filters -- 9.7 Differentiator -- 9.8 Interpolation Using FIR Filters -- 9.9 Lagrange Interpolation -- 9.10 Interpolation by Blocks - Splines -- 9.11 Interpolations and Signal Restoration -- 9.12 Conclusion -- Exercises -- References -- Chapter 10 Multirate Filtering -- 10.1 Decimation and Z‐Transform -- 10.2 Decomposition of a Low‐Pass FIR Filter -- 10.3 Half‐Band FIR Filters -- 10.4 Decomposition with Half‐Band Filters -- 10.5 Digital Filtering by Polyphase Network -- 10.6 Multirate Filtering with IIR Elements -- 10.7 Filter Banks Using Polyphase Networks and DFT -- 10.8 Conclusion -- Exercises…”

Tabla de Contenidos: “…Santos -- An energy minimization reconstruction algorithm for multivalued discrete tomography / L. …”