“…IBM FlashSystem A9000 storage system uses the IBM FlashCore® technology to help realize higher capacity and improved response times over disk-based systems and other competing flash and solid-state drive (SSD)-based storage. The extreme performance of IBM FlashCore technology with a grid architecture and comprehensive data reduction creates one powerful solution. …”

“…The IBM® b-type Gen 5 Fibre Channel directors and switches provide reliable, scalable, and secure high-performance foundations for high-density server virtualization, cloud architectures, and next generation flash and SSD storage. They are designed to meet the demands of highly virtualized private cloud storage and data center environments. …”

“…Among many other topics, this book covers: How to choose a new (internal or external) hard drive, SSD, or hybrid drive Determining how much storage space you need What you need to know about APFS, Apple’s new filesystem How to use APFS snapshots (a.k.a. …”

“…Finally, Scott gives you a detailed look at today’s ultra-fast, solid-state disk drives (SSD) and the benefits they bring to modern systems…”

“…Revised for TensorFlow 2.x, this edition introduces you to the practical side of deep learning with new chapters on unsupervised learning using mutual information, object detection (SSD), and semantic segmentation (FCN and PSPNet), further allowing you to create your own cutting-edge AI projects. …”

“…Storwize V7000 Unified storage also offers improved efficiency and flexibility through built-in solid-state drive (SSD) optimization, thin provisioning, IBM Real-time CompressionTM, and nondisruptive migration of data from existing storage. …”

“…Next, you'll explore architectures such as VGG, ResNet, Inception, R-CNN, SSD, YOLO, and MobileNet. As you advance, you'll learn to use visual search methods using transfer learning. …”

Tabla de Contenidos: “…Imbalanced data -- The size of the object within an image -- The difference between training and validation data -- The number of nodes in the flatten layer -- Image size -- OpenCV utilities -- Summary -- Questions -- Chapter 7: Basics of Object Detection -- Introducing object detection -- Creating a bounding-box ground truth for training -- Understanding region proposals -- Leveraging SelectiveSearch to generate region proposals -- Implementing SelectiveSearch to generate region proposals -- Understanding IoU -- Non-max suppression -- Mean average precision -- Training R-CNN-based custom object detectors -- Working details of R-CNN -- Implementing R-CNN for object detection on a custom dataset -- Downloading the dataset -- Preparing the dataset -- Fetching region proposals and the ground truth of offset -- Creating the training data -- R-CNN network architecture -- Predicting on a new image -- Training Fast R-CNN-based custom object detectors -- Working details of Fast R-CNN -- Implementing Fast R-CNN for object detection on a custom dataset -- Summary -- Questions -- Chapter 8: Advanced Object Detection -- Components of modern object detection algorithms -- Anchor boxes -- Region proposal network -- Classification and regression -- Training Faster R-CNN on a custom dataset -- Working details of YOLO -- Training YOLO on a custom dataset -- Installing Darknet -- Setting up the dataset format -- Configuring the architecture -- Training and testing the model -- Working details of SSD -- Components in SSD code -- SSD300 -- MultiBoxLoss -- Training SSD on a custom dataset -- Summary -- Questions -- Chapter 9: Image Segmentation -- Exploring the U-Net architecture -- Performing upscaling -- Implementing semantic segmentation using U-Net -- Exploring the Mask R-CNN architecture -- RoI Align -- Mask head…”

“…Upon completing this book, you’ll have the knowledge and skills to build your own computer vision applications using neural networks You will: Understand image processing, manipulation techniques, and feature extraction methods Work with convolutional neural networks (CNN), single-shot detector (SSD), and YOLO Utilize large scale model development and cloud infrastructure deployment Gain an overview of FaceNet neural network architecture and develop a facial recognition system…”

“…La parte dedicada al almacenamiento se presenta de manera detallada explicando claramente los tipos de disco duro (mecánico o SSD) así como conceptos como NAS, SAN, zoning, Fibre Channel, FCoE e iSCSI ; igualmente se describen los protocolos de replicación entre bahías. …”
Acceso con credenciales UPSA.

“…The second Section of the AIIA promoted an opportunity to meet, discuss and reflect on the theme "L'edilizia rurale tra sviluppo tecnologico e tutela del territorio" (Rural construction between technological development and protection of the territory) through the collection of the results of the most recent research conducted on the subject by the SSD researchers " Costruzioni rurali e territorio agroforestale" (Rural constructions and agro-forestry territory). …”

Tabla de Contenidos: “…Scale out patternOn-demand disk pattern; Volume resize; Change volume from magnetic to SSD; Increase I/O through software RAID; Summary; Chapter 3: Patterns for High Availability; Multi-server pattern; Multi-data center pattern; Floating IP pattern; Deep health check pattern; Summary; Chapter 4: Patterns for Processing Static Data; High availability storage; Direct storage hosting; Private data delivery; Content delivery networks; Rename distribution pattern; Summary; Chapter 5: Patterns for Processing Dynamic Data; Clone server pattern; NFS sharing pattern; State sharing pattern…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Recognizing traffic signs using Convnets -- The dataset -- The CNN network -- Image preprocessing -- Train the model and make predictions -- Follow-up questions -- Summary -- Chapter 2: Annotating Images with Object Detection API -- The Microsoft common objects in context -- The TensorFlow object detection API -- Grasping the basics of R-CNN, R-FCN and SSD models -- Presenting our project plan -- Setting up an environment suitable for the project -- Protobuf compilation -- Windows installation -- Unix installation -- Provisioning of the project code -- Some simple applications -- Real-time webcam detection -- Acknowledgements -- Summary -- Chapter 3: Caption Generation for Images -- What is caption generation? …”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Hardware Selection for Your VSAN Cluster; Introduction; Using the VMware Compatibility Guides; Selecting a server platform; Selecting a storage controller; Selecting a solid-state drive (SSD) for the cache tier; Selecting capacity tier disks; Deciding on a network standard; Choosing a VSAN Ready Node (an alternative option); Chapter 2: Initial Configuration and Validation of Your VSAN Cluster; Introduction; Preparing the vCenter cluster for VSAN…”

Tabla de Contenidos: “…Kernel disks'' I/O schedulersPartition alignment; SSD optimization; Filesystem options; SWAP; Dedicating hardware with cgroups; Manual solution; Automatic solution using the cgconfig daemon; Dedicating hardware optimization with NUMA; Migrating from MySQL to MariaDB; Introduction to MariaDB engines; Summary; Chapter 2: Performance Analysis; Slow queries; The explain command; Slow query logs; The show explain command; Profiling; Performance schema; User statistics; Sysbench; Percona Toolkits; pt-query-digest; pt-stalk; pt-summary; pt-mysql-summary; pt-duplicate-key-checker; pt-index-usage…”

Tabla de Contenidos: “…VCP5 VMware® Certified Professional on vSphereTM 5 Study Guide; Contents; Chapter 1 What's New in vSphere 5; ESX Retirement; VCB Retirement; VMI Paravirtualization Retirement; VMware GUI Toolbox Retirement; Windows 2000 Guest OS Customization Support; Newly Created VMCI Sockets Unsupported; Requirement of LAHF and SAHF CPU Instruction Sets; Intel SMT-Related CPU Scheduler Enhancements; Notable Configuration Maximums Changes; ESXi Firewall and Management Networks; Swap to SSD; Support for Hardware and Software FCoE Adapters; Host UEFI Boot Support; Improved SNMP Support…”

Tabla de Contenidos: “…Ultrasonic distance sensor (HC-SR04) -- LCD display (TM1637) -- Summary -- Chapter 4: PWM - Buzzers, Servos, and Analog Output -- Technical requirements -- PWM overview -- Piezo buzzers -- Servos -- Using the servo driver -- Tweaking the servo configuration -- PWM as analog output -- Summary -- Chapter 5: I2C - Communicating with Other Circuits -- Technical requirements -- Overview of I2C -- Addressing circuits -- Revisiting Rainbow HAT components -- Alphanumeric display (Ht16k33) -- Temperature and pressure sensor (Bmx280) -- Extension components -- Analog to digital converter (ADC) - PCF8591 -- Analog sensors -- PWM expander - PCA9685 -- GPIO expander - PCF8575 -- Small displays -- Other I2C sensors -- Accelerometer/gyroscope - MPU6050 -- Summary -- Chapter 6: SPI - Faster Bidirectional Communication -- Technical requirements -- Overview of SPI -- LED strip -- Usage on displays -- LED matrix -- SPI version of SSD1306 -- Summary -- Chapter 7: The Real Power of Android Things -- Technical requirements -- Using Android UI -- Companion apps and communication -- REST API using NanoHttpd/Retrofit -- Firebase Realtime Database -- Nearby -- Advertising and discovering -- Initiating and confirming connections -- Sending and receiving data -- More cool stuff -- TensorFlow - image classifier -- Publish subscribe buses -- Google Assistant - Home control -- Online resources -- Summary -- Appendix A: Pinouts diagrams and libraries -- Raspberry Pi Pinout -- NXP iMX7D Pinout -- Supported and unsupported libraries -- Unsupported features -- Common intents and content providers -- Available Google APIs -- Unavailable Google APIs -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…3.3 Basic Applications of Inferential Statistics to Measurement3.3.1 Sampling Distributions of the Mean and the Central Limit Theorem; 3.3.2 Confidence Intervals; 3.3.3 Treatment of Errors; 3.3.4 Error Propagation; 3.4 Curve Fitting; 3.4.1 Simple Linear Regression and Excel's Trendline Tool; 3.4.2 Using Solver to Develop Single-Variable Regression Models; 3.4.3 Multiple Linear and Non-linear Regression; 3.4.4 Using Solver and Excel's SSD Tool to Find Equation Coefficients; 3.4.5 Choosing Among Models; 3.4.6 Polynomial vs. …”

Tabla de Contenidos: “…Intro -- Inhaltsverzeichnis -- Vorwort -- System­voraussetzungen -- 1.1 Windows -- 1.2 macOS -- 1.3 Grafikkartenunterstützung -- Den eigenen ­Rechner fit machen fürden Videoschnitt -- 2.1 Arbeitsspeicher, CPU und Hardwarebeschleunigung -- 2.2 SSD-Speicher verwenden -- 2.3 Schnitttastatur einsetzen oder Standardtastatur anpassen -- 2.4 Proxy-Rendering nutzen -- Ein erster Eindruck der Programm­oberfläche -- 3.1 Projekt öffnen/anlegen -- 3.2 Das Projektfenster -- 3.3 Quellmonitor/Programmmonitor -- 3.4 Schnittfenster -- 3.5 Fokusanzeigen -- 3.6 Werkzeuge -- 3.7 Audiometer…”

Tabla de Contenidos: “…Intro -- About the Author -- Acknowledgements -- Computer Fundamentals -- Representing Data -- ASCII code -- Unicode -- Binary Numbers -- Convert Binary to Decimal -- Convert Decimal to Binary -- Binary Addition -- Binary Multiplication -- Two's Complement -- Binary Shift -- Binary Fractions -- Floating Point -- Hexadecimal Numbers -- Convert Decimal to Hexadecimal -- Convert Hexadecimal to Decimal -- Boolean Logic -- AND Gate -- OR Gate -- XOR Gate -- NOT Gate -- NAND Gate -- NOR Gate -- Putting it Together -- Harvard Architecture -- Von Neumann Architecture -- Fetch Execute Cycle -- Instruction Sets -- RISC -- CISC -- Data Compression -- Lossy &amp -- Lossless -- Huffman Coding -- Run Length Encoding -- Data Encryption -- Sorting Algorithms -- Bubble Sort -- Merge Sort -- Data Storage Units -- Hardware Components -- Types of Hardware -- Internal Hardware -- External Peripherals -- Primary Storage Devices -- Random Access Memory (RAM) -- Read Only Memory (ROM) -- Cache Memory -- Volatile and Non-Volatile Memory -- Secondary Storage -- Hard Disc Drive (HDD) -- Solid State Drive (SSD) -- CD/DVD/Blu-ray Drive -- Memory Cards -- USB Flash Drives -- External Hard Disc -- NAS Drives -- CPU / Processor -- Types of CPU -- Inside the CPU -- Other Internal Components -- Sound Card -- Video Card -- Expansion Slots -- The Motherboard -- The Chipset -- North &amp -- South Bridge -- CPU Socket -- The BIOS -- UEFI -- Computer Peripherals -- Printers -- Inkjet Printer -- Laser Printer -- Other Peripherals -- Data Ports -- USB -- USB-C -- Ethernet -- FireWire -- ThunderBolt -- eSATA -- Video Ports -- DVI -- HDMI -- VGA -- Component Video -- Composite Video -- Audio Ports -- 1/8" (3.5mm) Phono Jack -- 1/4" (6.35mm) Phono Jack -- 3 Pin XLR -- RCA Audio -- Types of Computer -- Micro Computer -- Desktop -- Desktop: All-in-one -- Netbook -- Chromebook…”