Data Management at Scale
- Autor:
- Piethein Strengholt
- +259 pkt
- Ocena:
- Bądź pierwszym, który oceni tę książkę
- Stron:
- 348
- Dostępne formaty:
-
ePubMobi
Opis ebooka: Data Management at Scale
As data management and integration continue to evolve rapidly, storing all your data in one place, such as a data warehouse, is no longer scalable. In the very near future, data will need to be distributed and available for several technological solutions. With this practical book, you’ll learnhow to migrate your enterprise from a complex and tightly coupled data landscape to a more flexible architecture ready for the modern world of data consumption.
Executives, data architects, analytics teams, and compliance and governance staff will learn how to build a modern scalable data landscape using the Scaled Architecture, which you can introduce incrementally without a large upfront investment. Author Piethein Strengholt provides blueprints, principles, observations, best practices, and patterns to get you up to speed.
- Examine data management trends, including technological developments, regulatory requirements, and privacy concerns
- Go deep into the Scaled Architecture and learn how the pieces fit together
- Explore data governance and data security, master data management, self-service data marketplaces, and the importance of metadata
Wybrane bestsellery
-
As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it a...(211.65 zł najniższa cena z 30 dni)
220.15 zł
259.00 zł(-15%) -
Dzięki temu praktycznemu przewodnikowi komfortowo rozpoczniesz pracę z platformą streamingową Apache Kafka. Poznasz najlepsze praktyki w zakresie jej wdrażania i konfiguracji, aby zapewnić sobie możliwość strumieniowego przetwarzania dużych ilości danych. Zaznajomisz się z AdminClient API Kafki, ...
Kafka w praktyce. Przetwarzanie strumieniowe i potoki danych o dużej skali. Wydanie II Kafka w praktyce. Przetwarzanie strumieniowe i potoki danych o dużej skali. Wydanie II
(39.90 zł najniższa cena z 30 dni)49.50 zł
99.00 zł(-50%) -
Get up to speed on Scala--the JVM, JavaScript, and natively compiled language that offers all the benefits of functional programming, a modern object model, and an advanced type system. Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosyst...(211.65 zł najniższa cena z 30 dni)
220.15 zł
259.00 zł(-15%) -
Making significant changes to large, complex codebases is a daunting task--one that's nearly impossible to do successfully unless you have the right team, tools, and mindset. If your application is in need of a substantial overhaul and you're unsure how to go about implementing those changes in a...(186.15 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
Ten przystępny podręcznik przeznaczono dla programistów, którzy chcą poznać język Scala, aby wykorzystywać go do pisania współbieżnych, skalowalnych i reaktywnych aplikacji. Przedstawiono tu podstawy niezbędne do rozpoczęcia kodowania w Scali: składnię języka, podstawowe typy danych, literały czy...(24.90 zł najniższa cena z 30 dni)
33.50 zł
67.00 zł(-50%) -
Apache Spark is a ?exible in-memory framework that allows processing of both batch and real-time data. Its unified engine has made it quite popular for big data use cases. This book will help you to quickly get started with Apache Spark 2.0 and write efficient big data applications for a variety ...
Apache Spark Quick Start Guide. Quickly learn the art of writing efficient big data applications with Apache Spark Apache Spark Quick Start Guide. Quickly learn the art of writing efficient big data applications with Apache Spark
-
Design patterns make developers’ lives easier by helping them write great software that is easy to maintain, runs efficiently, and is valuable to the company or people concerned. In this book, you’ll learn about the various features of Scala and will be able to apply well-known, ind...
Scala Design Patterns. Design modular, clean, and scalable applications by applying proven design patterns in Scala - Second Edition Scala Design Patterns. Design modular, clean, and scalable applications by applying proven design patterns in Scala - Second Edition
-
This book presents unique techniques to conquer different Big Data processing and analytics challenges using Hadoop. Practical examples are provided to boost your understanding of Big Data concepts and their implementation. By the end of the book, you will have all the knowledge and skills you ne...
Modern Big Data Processing with Hadoop. Expert techniques for architecting end-to-end big data solutions to get valuable insights Modern Big Data Processing with Hadoop. Expert techniques for architecting end-to-end big data solutions to get valuable insights
-
Poznaj podstawy teoretyczne programowania funkcyjnego, a następnie zacznij zgłębiać tajniki typów funkcyjnych, rekurencji oraz zmiennych niepodlegających modyfikacji. Z kolejnych rozdziałów dowiedz się, czym są ewaluacja rygorystyczna i nierygorystyczna. Zobacz też, jak wykonać dopasowanie do wzo...(29.40 zł najniższa cena z 30 dni)
31.85 zł
49.00 zł(-35%) -
Jeśli sięgniesz po tę książkę, błyskawicznie nauczysz się budować strony WWW przy użyciu serwletów i stron JSP. W kolejnych rozdziałach poznasz bardziej zaawansowane narzędzia — szkielet Struts 2, Spring Web MVC oraz JSF 2. Podczas tworzenia aplikacji działających w środowisku wirtualnej ma...(24.90 zł najniższa cena z 30 dni)
33.50 zł
67.00 zł(-50%)
O autorze ebooka
Piethein Strengholt jest głównym inspektorem danych w Microsoft Netherlands. Jest też aktywnym blogerem i regularnie komentuje najnowsze trendy w zarządzaniu danymi. Specjalizuje się w takich zagadnieniach jak siatka danych, nadzorowanie danych i strategie działania na dużą skalę.
Ebooka "Data Management at Scale" przeczytasz na:
-
czytnikach Inkbook, Kindle, Pocketbook, Onyx Boox i innych
-
systemach Windows, MacOS i innych
-
systemach Windows, Android, iOS, HarmonyOS
-
na dowolnych urządzeniach i aplikacjach obsługujących formaty: PDF, EPub, Mobi
Masz pytania? Zajrzyj do zakładki Pomoc »
Audiobooka "Data Management at Scale" posłuchasz:
-
w aplikacji Ebookpoint na Android, iOS, HarmonyOs
-
na systemach Windows, MacOS i innych
-
na dowolnych urządzeniach i aplikacjach obsługujących format MP3 (pliki spakowane w ZIP)
Masz pytania? Zajrzyj do zakładki Pomoc »
Kurs Video "Data Management at Scale" zobaczysz:
-
w aplikacjach Ebookpoint i Videopoint na Android, iOS, HarmonyOs
-
na systemach Windows, MacOS i innych z dostępem do najnowszej wersji Twojej przeglądarki internetowej
Szczegóły ebooka
- ISBN Ebooka:
- 978-14-920-5473-3, 9781492054733
- Data wydania ebooka:
- 2020-07-29 Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie. Jeśli masz wątpliwości skontaktuj się z nami sklep@ebookpoint.pl.
- Język publikacji:
- angielski
- Rozmiar pliku ePub:
- 9.7MB
- Rozmiar pliku Mobi:
- 25.7MB
Spis treści ebooka
- Foreword
- Preface
- Who Is This Book For?
- What Will I Learn?
- Navigating Through This Book
- Conventions Used in This Book
- OReilly Online Learning
- How to Contact Us
- Acknowledgments
- 1. The Disruption of Data Management
- Data Management
- Analytics Is Fragmenting the Data Landscape
- Speed of Software Delivery Is Changing
- Networks Are Getting Faster
- Privacy and Security Concerns Are a Top Priority
- Operational and Transactional Systems Need to Be Integrated
- Data Monetization Requires an Ecosystem-to-Ecosystem Architecture
- Enterprises Are Saddled with Outdated Data Architectures
- Enterprise Data Warehouse and Business Intelligence
- Data Lake
- Centralized View
- Summary
- 2. Introducing the Scaled Architecture: Organizing Data at Scale
- Universally Acknowledged Starting Points
- Each Application Has an Application Database
- Applications Are Specific and Have Unique Context
- Golden Source
- Theres No Escape from the Data Integration Dilemma
- Applications Play the Roles of Data Providers and Data Consumers
- Universally Acknowledged Starting Points
- Key Theoretical Considerations
- Object-Oriented Programming Principles
- Domain-Driven Design
- Bounded context
- Ubiquitous language
- Business Architecture
- Business capabilities
- Linking business capabilities with applications
- Business architecture in practice: A case study
- Business architecture patterns
- Communication and Integration Patterns
- Point-to-Point
- Silos
- Hub-Spoke Model
- Scaled Architecture
- Golden Sources and Domain Data Stores
- Data Delivery Contracts and Data Sharing Agreements
- Eliminating the Siloed Approach
- Domain-Driven Design on an Enterprise Scale
- Single-step transformation
- Read-Optimized Data
- Data Layer as a Holistic Picture
- Read-Only Data Store Architecture
- API Architecture
- Streaming Architecture
- Metadata and the Target Operating Model
- Summary
- 3. Managing Vast Amounts of Data: The Read-Only Data Stores Architecture
- Introducing the RDS Architecture
- Command and Query Responsibility Segregation
- What Is CQRS?
- CQRS at Scale
- Read-Only Data Store Components and Services
- Metadata
- Data Quality
- RDS Tiers
- Data Ingestion
- Schema metadata
- Integrating Commercial Off-the-Shelf Solutions
- Extracting Data from External APIs and SaaSs
- Historical Data Service
- Partitioning Full Dimensional Snapshots
- Maintaining historical data
- Append-only dimensions
- Redeliveries and late arriving data
- Design Variations
- Data Replication
- Access Layer
- File Manipulation Service
- Delivery Notification Service
- De-Identification Service
- Distributed Orchestration
- Intelligent Consumption Services
- Populating RDSs on Demand
- RDS Direct Usage Considerations
- Summary
- 4. Services and API Management: The API Architecture
- Introducing the API Architecture
- What Is Service-Oriented Architecture?
- Enterprise Application Integration
- Service Orchestration
- Service Choreography
- Public Services and Private Services
- Service Models and Canonical Data Models
- Similarities Between SOA and Enterprise Data Warehousing Architecture
- Canonical model sizing
- ESB as wrapper for legacy middleware
- ESB managing application state
- Modern View on SOA
- API Gateway
- Responsibility Model
- The New Role of the ESB
- Service Contracts
- Service Discovery
- Microservices
- The Role of the API Gateway Within Microservices
- Functions
- Service Mesh
- Microservices Boundaries
- Microservices Within the API Reference Architecture
- Ecosystem Communication
- API-Based Communication Channels
- GraphQL
- Backend for Frontend
- Metadata
- Using RDSs for Real-Time and Intensive Reads
- Summary
- 5. Event and Response Management: The Streaming Architecture
- Introducing the Streaming Architecture
- The Asynchronous Event Model Makes the Difference
- What Do Event-Driven Architectures Look Like?
- Mediator Topology
- Broker Topology
- Event Processing Styles
- A Gentle Introduction to Apache Kafka
- Distributed Event Data
- Apache Kafka Features
- The Streaming Architecture
- Event Producers
- Event Consumers
- Event Platform
- Event Sourcing and Command Sourcing
- Governance Model
- Business Streams
- Within the application boundaries
- Using third-party tooling
- Using post-ingestion approaches
- Streaming Consumption Patterns
- Using the platforms capabilities
- Microservices and event frameworks
- Streaming analytics services
- Event routing on public cloud
- Event-Carried State Transfer
- Playing the Role of an RDS
- Using Streaming to Populate RDSs
- Controls and Policies for Guiding the Domains
- Streaming as the Operational Backbone
- Guarantees and Consistency
- Consistency Level
- At Least Once, Exactly Once, and at Most Once Processing
- Message Order
- Dead Letter Queue
- Streaming Interoperability
- Metadata for Governance and Self-Service Models
- Summary
- 6. Connecting the Dots
- Recap of the Architectures
- RDS Architecture
- API Architecture
- Streaming Architecture
- Strengthening Patterns
- Recap of the Architectures
- Enterprise Interoperability Standards
- Stable Data Endpoints
- Data Delivery Contracts
- Accessible and Addressable Data
- Crossing Network Principles
- Replicate data toward the place of consumption
- Think in the spirit of asynchronicity
- Decoupling domains
- Exceptions
- Hub-spoke network topology
- Enterprise Data Standards
- Consumption-Optimization Principles
- Discoverability of Metadata
- Semantic Consistency
- Supplying the Corresponding Metadata
- Data Origination and Movements
- Reference Architecture
- Summary
- 7. Sustainable Data Governance and Data Security
- Data Governance
- Organization: Data Governance Roles
- Processes: Data Governance Activities
- People: Trust and Ethical, Social, and Economic Considerations
- Technology: Golden Source, Ownership, and Application Administration
- Data: Golden Sources, Golden Datasets, and Classifications
- Data governance layer
- Data labels and classifications
- Purpose classifications
- Schema identification
- Data Governance
- Data Security
- Current Siloed Approach
- Unified Data Security for Architectures
- Role-based access control and attribute-based access control
- Identity Providers
- Security Reference Architecture and Data Context Approach
- Security Process Flow
- Data ingestion
- Data at rest
- Access to data
- Data consumption
- Data processing at consumer side
- Onboarding again
- Practical Guidance
- RDS Architecture
- API Architecture
- Streaming Architecture
- Intelligent Learning Engine
- Summary
- 8. Turning Data into Value
- Consumption Patterns
- Using Read-Only Data Stores Directly
- Domain Data Stores
- Consumption Patterns
- Target Operating Model
- Data Professionals as a Target User Group
- Business Requirements
- Nonfunctional Requirements
- Building the Data Pipeline and Data Model
- Distributing Integrated Data
- Business Intelligence Capabilities
- Self-Service Capabilities
- Analytical Capabilities
- Standard Infrastructure for Automated Deployments
- Stateless Models
- Prescripted and Configured Workbenches
- Standardize on Model Integration Patterns
- Automation
- Model Metadata
- Advanced Analytics Reference Architecture
- Summary
- 9. Mastering Enterprise Data Assets
- Demystifying Master Data Management
- Master Data Management Styles
- MDM Reference Architecture
- Designing a Master Data Management Solution
- MDM Distribution
- Master Identification Numbers
- Reference Data Versus Master Data
- Determining the Scope of Your Enterprise Data
- MDM and Data Quality as a Service
- Curated Data
- Metadata Exchange
- Integrated Views
- Reusable Components and Integration Logic
- Data Republishing
- Relation to Data Governance
- Summary
- 10. Democratizing Data with Metadata
- Metadata Management
- Enterprise Metadata Model
- Datasets and data objects
- Data models
- Interface models
- Lineage and its integration
- Data governance and security
- Enterprise Knowledge Graph
- Architectural Approaches for Metadata Management
- Metadata Interoperability
- Metadata Repositories
- Marketplace to Provide Rapid Access to Authorized Data
- Summary
- 11. Conclusion
- Delivery Model
- Fully Decentralized Approach
- Partially Decentralized Approach
- Structuring Teams
- InnerSource Strategy
- Delivery Model
- Culture
- Technology Choices
- The Decline of Traditional Enterprise Architecture
- Blueprints and Diagrams
- Modern Skills
- Control and Governance
- Last Words
- Glossary
- Index
O'Reilly Media - inne książki
-
With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI de...(203.15 zł najniższa cena z 30 dni)
211.65 zł
249.00 zł(-15%) -
Get a concise yet comprehensive overview of Airtable, one of the most versatile platforms to emerge from the no-code movement. Whether you're planning a new project, sharing data analysis within your organization, tracking a detailed initiative among stakeholders, or dealing with any other projec...(245.65 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, rec...(245.65 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
Cyber risk management is one of the most urgent issues facing enterprises today. This book presents a detailed framework for designing, developing, and implementing a cyber risk management program that addresses your company's specific needs. Ideal for corporate directors, senior executives, secu...(186.15 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
Learn the core concepts of Vue.js, the modern JavaScript framework for building frontend applications and interfaces from scratch. With concise, practical, and clear examples, this book takes web developers step-by-step through the tools and libraries in the Vue.js ecosystem and shows them how to...(203.15 zł najniższa cena z 30 dni)
211.65 zł
249.00 zł(-15%) -
Many UX designers are surprised to learn that much of the job isn't about drawing things. It's about knowing what to draw and how to convince people to build it. Whether you're a one-person design team making products from scratch or a C-level product leader managing many products and strategies,...(152.15 zł najniższa cena z 30 dni)
160.65 zł
189.00 zł(-15%) -
With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and...(245.65 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, dat...(245.65 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
If your organization plans to modernize services and move to the cloud from legacy software or a private cloud on premises, this book is for you. Software developers, solution architects, cloud engineers, and anybody interested in cloud technologies will learn fundamental concepts for cloud compu...(203.15 zł najniższa cena z 30 dni)
211.65 zł
249.00 zł(-15%) -
Analytics projects are frequently long, drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experi...(245.65 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%)
Dzieki opcji "Druk na żądanie" do sprzedaży wracają tytuły Grupy Helion, które cieszyły sie dużym zainteresowaniem, a których nakład został wyprzedany.
Dla naszych Czytelników wydrukowaliśmy dodatkową pulę egzemplarzy w technice druku cyfrowego.
Co powinieneś wiedzieć o usłudze "Druk na żądanie":
- usługa obejmuje tylko widoczną poniżej listę tytułów, którą na bieżąco aktualizujemy;
- cena książki może być wyższa od początkowej ceny detalicznej, co jest spowodowane kosztami druku cyfrowego (wyższymi niż koszty tradycyjnego druku offsetowego). Obowiązująca cena jest zawsze podawana na stronie WWW książki;
- zawartość książki wraz z dodatkami (płyta CD, DVD) odpowiada jej pierwotnemu wydaniu i jest w pełni komplementarna;
- usługa nie obejmuje książek w kolorze.
Masz pytanie o konkretny tytuł? Napisz do nas: sklep[at]helion.pl.
Książka, którą chcesz zamówić pochodzi z końcówki nakładu. Oznacza to, że mogą się pojawić drobne defekty (otarcia, rysy, zagięcia).
Co powinieneś wiedzieć o usłudze "Końcówka nakładu":
- usługa obejmuje tylko książki oznaczone tagiem "Końcówka nakładu";
- wady o których mowa powyżej nie podlegają reklamacji;
Masz pytanie o konkretny tytuł? Napisz do nas: sklep[at]helion.pl.
Książka drukowana
Oceny i opinie klientów: Data Management at Scale Piethein Strengholt (0) Weryfikacja opinii następuję na podstawie historii zamówień na koncie Użytkownika umieszczającego opinię. Użytkownik mógł otrzymać punkty za opublikowanie opinii uprawniające do uzyskania rabatu w ramach Programu Punktowego.