“…It's as if we ask leaders to watch a black-and-white television with just three channels, when they can now easily pick from hundreds of streaming options. Those legacy leadership approaches were designed for a different time and a different workforce. …”

Tabla de Contenidos: “…-- Packaging Options -- Building Blocks of the IoT -- Chapter 5: Small Data, Big Data, and Human Interaction -- The "Brains" of the IoT -- For Once, IP Makes Sense -- Extracting the Streams -- Analysis and Control -- Chirps to "Small Data" to Big Data: An Example -- Neighborhoods and Affinities -- Public, Private, and Some of Each -- Bias Bonus -- Searching for and Managing Agents -- High- and Low-Level "Loops " -- Human Interface and Control Points -- Machines and Metcalfe -- Collaborative Scheduling Tools -- Packaging and Provisioning -- Distribut ed Integrator Functions…”

Tabla de Contenidos: “…Porting the Shell Script -- Processing Streaming Data from Standard Input -- Summary -- For Further Exploration -- Chapter 5. …”

Tabla de Contenidos: “…-- Let's Dig a Little Deeper into Value Streams -- Value Streams and Christmas Lights -- 5. …”

Tabla de Contenidos: “…-- Member extension functions and properties -- Types of receivers -- Member extension functions and properties under the hood -- Generic extension functions -- Collection processing -- The Kotlin collection type hierarchy -- The map, filter, and flatMap functions -- The forEach and onEach functions -- The withIndex and indexed variants -- The sum, count, min, max, and sorted functions -- Other stream processing functions -- Examples of stream collection processing -- Sequence -- Function literals with a receiver -- Kotlin standard library functions -- The let function -- Using the apply function for initialization -- The also function -- The run and with functions -- The to function -- Domain-specific language -- Anko -- Summary -- Chapter 8: Delegates -- Class delegation -- The Delegation pattern -- Decorator pattern -- Property delegation -- What are delegated properties? …”

Tabla de Contenidos:

Tabla de Contenidos: “…. -- Chapter 6: Working with Files, Streams, and Serialization -- Introduction -- Creating and extracting ZIP archives -- Getting ready -- How to do it... -- How it works... -- In-memory stream compression and decompression -- Getting ready -- How to do it... -- How it works... -- Async and await file processing -- Getting ready -- How to do it... -- How it works... -- How to make a custom type serializable? …”

Tabla de Contenidos: “…11.4 Token Pasting and Stringizing Operators -- 11.5 The # include Directive -- 11.6 Conditional Compilation -- Syntax -- 11.7 The #ifndef Directive -- 11.8 The #error Directive -- 11.9 The # line Directive -- 11.10 Inline Directive -- 11.11 The #pragma Saveregs -- 11.12 The #pragma Directive -- Syntax -- 11.13 The Predefined Macros in Ansi and Turbo C -- 11.14 Standard I/O Predefined Streams in stdio.h -- 11.15 The Predefined Macros inctype. h -- Summary -- Exercises -- Chapter 12: Structure and Union -- 12.1 Introduction -- 12.2 Features of Structures -- 12.3 Declaration and Initialization of Structures -- 12.4 Structure within Structure -- 12.5 Array of Structures -- 12.6 Pointer to Structure -- 12.7 Structure and Functions -- 12.8 typedef -- 12.9 Bit Fields -- 12.10 Enumerated Data Type -- 12.11 Union -- 12.12 Calling Bios and Dos Services -- 12.13 Union of Structures -- Summary -- Exercises -- Chapter 13: Files -- 13.1 Introduction -- A) Definition of File -- 13.2 Streams and File Types -- A) File Types -- 13.3 Steps for File Operations -- Syntax for opening the file -- A. …”

Tabla de Contenidos: “…. -- See also -- Chapter 6: Kafka Streams -- Introduction -- Setting up the project -- Getting ready -- How to do it... -- How it works... -- Running the streaming application -- Getting ready -- How to do it... -- Chapter 7: Managing Kafka -- Introduction -- Managing consumer groups -- Getting ready -- How to do it... -- How it works... -- Dumping log segments -- Getting ready -- How to do it... -- How it works... -- Importing ZooKeeper offsets -- Getting ready -- How to do it... -- How it works... -- Using the GetOffsetShell -- Getting ready -- How to do it... -- How it works... -- Using the JMX tool…”

Tabla de Contenidos: “…-- Synchronization with async/await -- Canceling a thread -- Thread-safe programming techniques -- Lock() -- Records -- Avoid static members and classes -- Using the volatile keyword -- Concurrent collections in .NET -- Next steps -- Chapter 5: The One with the Filesystem Chronicles -- Technical requirements -- File writing basics -- FileStream -- Even faster - Win32 -- File reading basics -- Reading binary data -- Directory operations -- The Path class -- The Directory class -- The DirectoryInfo class -- File system monitoring -- Asynchronous I/O -- The naïve approach -- Using CancellationTokens -- BufferedStream -- File system security -- Encryption basics -- Symmetric encryption and decryption -- Asymmetric encryption and decryption -- File compression -- Compressing some data -- Decompressing some data -- Serialization - JSON and Binary -- JSON serialization -- Binary serialization -- Next steps -- Chapter 6: The One Where Processes Whisper -- Technical requirements -- Overview of IPC and its importance in modern computing -- Windows Messages -- A sample…”

Tabla de Contenidos: “…Front Cover -- Wills' Mineral Processing Technology -- Copyright Page -- Contents -- Preface -- Acknowledgments -- 1 Introduction -- 1.1 Minerals -- 1.2 Abundance of Minerals -- 1.3 Deposits And Ores -- 1.4 Metallic and Nonmetallic Ores -- 1.5 The Need for Mineral Processing -- 1.6 Liberation -- 1.7 Concentration -- 1.8 Representing Mineral Processing Systems: The Flowsheet -- 1.9 Measures of Separation -- 1.9.1 Grade -- 1.9.2 Recovery -- 1.9.3 Grade-Recovery Relationship -- 1.9.4 A Measure of Technical Separation Efficiency -- 1.10 Economic Considerations -- 1.10.1 Contained Value -- 1.10.2 Processing Costs -- 1.10.3 Milling Costs -- 1.10.4 Tailings Reprocessing and Recycling -- 1.10.5 Net Smelter Return and Economic Efficiency -- 1.10.6 Case Study: Economics of Tin Processing -- 1.10.7 Case Study: Economics of Copper Processing -- 1.10.8 Economic Efficiency -- 1.11 Sustainability -- References -- 2 Ore Handling -- 2.1 Introduction -- 2.2 The Removal of Harmful Materials -- 2.3 Ore Transportation -- 2.4 Ore Storage -- 2.5 Feeding -- 2.6 Self-Heating of Sulfide Minerals -- References -- 3 Sampling, Control, and Mass Balancing -- 3.1 Introduction -- 3.2 Sampling -- 3.2.1 Sampling Basics: What the Metallurgist Needs to Know -- Composition Variance -- Distribution Variance -- Preparation Variance and Analysis Variance -- 3.2.2 Gy's Equation and Its Use to Estimate the Minimum Sample Size -- 3.2.3 Sampling Surveys -- Rules of Thumb -- 3.2.4 Sampling Equipment -- Probabilistic Samplers -- Non-Probabilistic Samplers -- 3.3 On-line Analysis -- 3.3.1 On-line Element Analysis -- On-stream Analysis -- On-belt Analysis -- 3.3.2 On-stream Mineral Phase Analysis -- 3.3.3 On-stream Ash Analysis -- 3.3.4 On-line Particle Size Analysis -- 3.3.5 Weighing the Ore -- 3.3.6 Mass Flowrate -- Magnetic Flowmeter -- Ultrasonic Flowmeters -- Array-based Flowmeters…”

Tabla de Contenidos: “…8.5 Advanced MPI functionality to simplify code and enable optimizations -- 8.5.1 Using custom MPI data types for performance and code simplification -- 8.5.2 Cartesian topology support in MPI -- 8.5.3 Performance tests of ghost cell exchange variants -- 8.6 Hybrid MPI plus OpenMP for extreme scalability -- 8.6.1 The benefits of hybrid MPI plus OpenMP -- 8.6.2 MPI plus OpenMP example -- 8.7 Further explorations -- 8.7.1 Additional reading -- 8.7.2 Exercises -- Summary -- Part 3 GPUs: Built to accelerate -- 9 GPU architectures and concepts -- 9.1 The CPU-GPU system as an accelerated computational platform -- 9.1.1 Integrated GPUs: An underused option on commodity-based systems -- 9.1.2 Dedicated GPUs: The workhorse option -- 9.2 The GPU and the thread engine -- 9.2.1 The compute unit is the streaming multiprocessor (or subslice) -- 9.2.2 Processing elements are the individual processors -- 9.2.3 Multiple data operations by each processing element -- 9.2.4 Calculating the peak theoretical flops for some leading GPUs -- 9.3 Characteristics of GPU memory spaces -- 9.3.1 Calculating theoretical peak memory bandwidth -- 9.3.2 Measuring the GPU stream benchmark -- 9.3.3 Roofline performance model for GPUs -- 9.3.4 Using the mixbench performance tool to choose the best GPU for a workload -- 9.4 The PCI bus: CPU to GPU data transfer overhead -- 9.4.1 Theoretical bandwidth of the PCI bus -- 9.4.2 A benchmark application for PCI bandwidth -- 9.5 Multi-GPU platforms and MPI -- 9.5.1 Optimizing the data movement between GPUs across the network -- 9.5.2 A higher performance alternative to the PCI bus -- 9.6 Potential benefits of GPU-accelerated platforms -- 9.6.1 Reducing time-to-solution -- 9.6.2 Reducing energy use with GPUs -- 9.6.3 Reduction in cloud computing costs with GPUs -- 9.7 When to use GPUs -- 9.8 Further explorations -- 9.8.1 Additional reading…”

Tabla de Contenidos: “…-- 11.3 Basis for Exception Handling -- 11.4 Exception-Handling Mechanism -- 11.5 Exception Classes in Java -- 11.5.1 Runtime Exception -- 11.5.2 Checked versus Unchecked Exception -- 11.6 Without Try-Catch -- 11.7 Exception Handling Using Try and Catch -- 11.8 Creating Your Own Exception -- 11.9 Ponderable Points -- Review Questions -- Multiple Choice Questions -- Key for Multiple Choice Questions -- Chapter 12: Threads in Java -- 12.1 Introduction -- 12.2 Creating Threads -- 12.2.1 Extending Thread Class -- 12.2.2 Thread Methods -- 12.2.3 Implementing Thread Using Runnable -- 12.3 Thread Priority -- 12.4 Thread Synchronization -- 12.4.1 The Synchronized Method -- 12.4.2 The Synchronized Statement -- 12.5 Thread Communication -- 12.6 Suspended and Resuming Threads -- 12.7 Daemon Threads -- 12.8 Ponderable Points -- Review Questions -- Multiple Choice Questions -- Key for Multiple Choice Questions -- Chapter 13: Streams and Files -- 13.1 Introduction -- 13.2 Working with Files -- 13.2.1 Method of File Class -- 13.3 Types of Streams -- 13.3.1 Character Streams -- 13.3.2 Programming Examples -- 13.3.3 Byte Stream…”

Tabla de Contenidos: “…Introduction to reactive programming -- Spring Reactive -- ReactiveX -- Introduction to Command Query Responsibility Segregation -- Introduction to the Event Sourcing pattern -- Introduction to Eventual consistency -- Building an event-driven Reactive Asynchronous System -- Introducing Spring Cloud Streaming -- Adding Kafka to your application -- Installing and running Kafka -- Configuration properties for Kafka -- Service used to write to Kafka -- Rest API controller -- Listening to a Kafka topic -- Summary -- Chapter 10: Building Resilient Systems Using Hystrix and Turbine -- Circuit-breaker pattern -- Using the Hystrix library with a reference implementation -- Configuring Hystrix in your application -- Maven dependency -- Enabling circuit-breaker -- Adding the Hystrix annotation in services -- Error propagation -- Implementing a REST controller in customer service -- Building and testing customer service -- Customizing the default configuration -- Hystrix Metrics Stream -- Implementing Hystrix Dashboard in our project -- Turbine dashboard -- Turbine stream -- REST consumer with Hystrix and Feign -- Summary -- Chapter 11: Testing Spring Boot Application -- Test-driven development -- Unit testing -- Advantages -- Disadvantages -- Other mock libraries -- Integration testing -- Benefits of testing with Spring -- Activating profiles for a test class -- JUnit tests for the Spring Boot application -- Using Mockito for mocking services -- Postman for testing RESTful service contracts -- Summary -- Chapter 12: Containerizing Microservice -- Introducing containers to the microservice architecture -- Virtual machines versus containers -- Benefits of a container-oriented approach -- Drawbacks of a container-oriented approach -- Key concepts of the containers-oriented approach -- Getting started with Docker -- Installing Docker -- Installing Docker on Linux…”

Tabla de Contenidos: “…Overseeing orientation -- Putting your recruits through basic training -- Rules and regulations training -- Equipment training -- Shadowing -- Reverse shadowing -- Subbing -- Taking flight -- Addressing Staff Responsibilities -- Covering scheduled shifts -- Holidays -- Inclement weather -- Sickness and other emergencies -- Attending staff meetings -- Representing the station on social media -- Cultivating a respectful workplace -- Suspension of shows -- Part 5 Riding the Waves: Ups and Downs in Community Broadcasting -- Chapter 13 Understanding Murphy's Law of Radio -- Being Prepared When the Broadcast Goes Silent -- User error -- Utility failure -- Radio silence -- Streaming silence -- Dealing with Static and Other Interference -- FM interference -- Stream glitching -- Disappearing (or Delayed) Talent -- Failing Equipment -- Spilling onto the Soundboard -- Breaking the Rules -- Staying Tough and Carrying On -- Chapter 14 Cultivating Community Connections -- Bringing the Community to the Station -- Hosting open studio events -- Interviewing great guests -- Getting past the gates -- Securing a release form -- Conducting the interview -- Reporting on community trauma -- Bringing power to the people! …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Splunk - Getting Started -- Your Splunk account -- Obtaining a Splunk account -- Installing Splunk on Windows -- Installing Splunk on Linux -- Logging in for the first time -- Running a simple search -- Creating a Splunk app -- Populating data with Eventgen -- Using the CLI to configure Eventgen -- Installing the Eventgen add-on (Windows and Linux) -- Controlling Splunk -- Configuring Eventgen -- Viewing the Destinations app -- Creating your first dashboard -- Summary -- Chapter 2: Bringing in Data -- Splunk and big data -- Streaming data -- Analytical data latency -- Sparseness of data -- Splunk data sources -- Machine data -- Web logs -- Data files -- Social media data -- Relational database data -- Other data types -- Creating indexes -- Buckets -- Log files as data input -- Splunk events and fields -- Extracting new fields -- Summary -- Chapter 3: Search Processing Language -- Anatomy of a search -- Search pipeline -- Time modifiers -- Filtering search results -- Search command - stats -- Search command - top/rare -- Search commands - chart and timechart -- Search command - eval -- Search command - rex -- Summary -- Chapter 4: Reporting, Alerts, and Search Optimization -- Data classification with Event Types -- Data normalization with Tags -- Data enrichment with Lookups -- Creating and scheduling reports -- Creating alerts -- Search and Report acceleration -- Scheduling options -- Summary indexing -- Summary -- Chapter 5: Dynamic Dashboarding -- Creating effective dashboards -- Types of dashboards -- Gathering business requirements -- Dynamic form-based dashboard -- Creating a Status Distribution panel -- Creating the Status Types Over Time panel -- Creating the Hits vs Response Time panel -- Arrange the dashboard…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Data Science Using Java -- Data science -- Machine learning -- Supervised learning -- Unsupervised learning -- Clustering -- Dimensionality reduction -- Natural Language Processing -- Data science process models -- CRISP-DM -- A running example -- Data science in Java -- Data science libraries -- Data processing libraries -- Math and stats libraries -- Machine learning and data mining libraries -- Text processing -- Summary -- Chapter 2: Data Processing Toolbox -- Standard Java library -- Collections -- Input/Output -- Reading input data -- Writing ouput data -- Streaming API -- Extensions to the standard library -- Apache Commons -- Commons Lang -- Commons IO -- Commons Collections -- Other commons modules -- Google Guava -- AOL Cyclops React -- Accessing data -- Text data and CSV -- Web and HTML -- JSON -- Databases -- DataFrames -- Search engine - preparing data -- Summary -- Chapter 3: Exploratory Data Analysis -- Exploratory data analysis in Java -- Search engine datasets -- Apache Commons Math -- Joinery -- Interactive Exploratory Data Analysis in Java -- JVM languages -- Interactive Java -- Joinery shell -- Summary -- Chapter 4: Supervised Learning - Classification and Regression -- Classification -- Binary classification models -- Smile -- JSAT -- LIBSVM and LIBLINEAR -- Encog -- Evaluation -- Accuracy -- Precision, recall, and F1 -- ROC and AU ROC (AUC) -- Result validation -- K-fold cross-validation -- Training, validation, and testing -- Case study - page prediction -- Regression -- Machine learning libraries for regression -- Smile -- JSAT -- Other libraries -- Evaluation -- MSE -- MAE -- Case study - hardware performance -- Summary…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewer -- www.PacktPub.com -- Table of Contents -- Preface -- Chapter 1: Preparing Your Working Environment -- Introduction -- Installing matplotlib, NumPy, and SciPy -- Installing virtualenv and virtualenvwrapper -- Installing matplotlib on Mac OS X -- Installing matplotlib on Windows -- Installing Python Imaging Library (PIL) for image processing -- Installing a requests module -- Customizing matplotlib's parameters in code -- Customizing matplotlib's parameters per project -- Chapter 2: Knowing Your Data -- Introduction -- Importing data from CSV -- Importing data from Microsoft Excel files -- Importing data from fixed-width data files -- Importing data from tab-delimited files -- Importing data from a JSON resource -- Exporting data to JSON, CSV, and Excel -- Importing and manipulating data with Pandas -- Importing data from a database -- Cleaning up data from outliers -- Reading files in chunks -- Reading streaming data sources -- Importing image data into NumPy arrays -- Generating controlled random datasets -- Smoothing the noise in real-world data -- Chapter 3: Drawing Your First Plots and Customizing Them -- Introduction -- Defining plot types - bar, line, and stacked charts -- Drawing simple sine and cosine plots -- Defining axis lengths and limits -- Defining plot line styles, properties, and format strings -- Setting ticks, labels, and grids -- Adding legends and annotations -- Moving spines to the center -- Making histograms -- Making bar charts with error bars -- Making pie charts count -- Plotting with filled areas -- Making stacked plots -- Drawing scatter plots with colored markers -- Chapter 4: More Plots and Customizations -- Introduction -- Setting the transparency and size of axis labels -- Adding a shadow to the chart line…”

Tabla de Contenidos: “…General SystemManagementThe Bottom Line; Chapter 4: Storage and Networking for Hyper-V; Storage; Networking; The Bottom Line; Chapter 5: High Availability and Hyper-V; Failover Clusters; Disaster Recovery; The Bottom Line; Chapter 6: Planning a Virtual Infrastructure with Hyper-V; Envisioning; Discovery; Analysis; Financial Justification; Proof of Concept; The Bottom Line; Part II: Microsoft Application Virtualization; Chapter 7: Understanding Microsoft Application Virtualization and Streaming; Microsoft Application Virtualization Terminology; Benefits of Application Virtualization…”

Tabla de Contenidos: “…Managing the Surface Security, Access, and Network ConfigurationConfiguring SQL Server Services; Managing Service State and Start Mode; Setting the Startup Service Account; Configuring File Streaming; Configuring Service Dump Directories, Error Reporting, and Customer Feedback Reporting; Managing the Network and SQL Native Client Configuration; Specifying the Shared Memory Network Configuration; Specifying the Named Pipes Network Configuration; Specifying the TCP/IP Network Configuration; Using Static TCP/IP Network Configurations; Using Dynamic TCP/IP Network Configurations…”