The Art of Immutable Architecture

Author: Michael L. Perry
Publisher: Apress
ISBN:
Category : Computers
Languages : en
Pages : 0

Book Description
This book teaches you how to evaluate a distributed system from the perspective of immutable objects. You will understand the problems in existing designs, know how to make small modifications to correct those problems, and learn to apply the principles of immutable architecture to your tools. Most software components focus on the state of objects. They store the current state of a row in a relational database. They track changes to state over time, making several basic assumptions: there is a single latest version of each object, the state of an object changes sequentially, and a system of record exists. This is a challenge when it comes to building distributed systems. Whether dealing with autonomous microservices or disconnected mobile apps, many of the problems we try to solve come down to synchronizing an ever-changing state between isolated components. Distributed systems would be a lot easier to build if objects could not change. After reading The Art of Immutable Architecture, you will come away with an understanding of the benefits of using immutable objects in your own distributed systems. You will learn a set of rules for identifying and exchanging immutable objects, and see a collection of useful theorems that emerges and ensures that the distributed systems you build are eventually consistent. Using patterns, you will find where the truth converges, see how changes are associative, rather than sequential, and come to feel comfortable understanding that there is no longer a single source of truth. Practical hands-on examples reinforce how to build software using the described patterns, techniques, and tools. By the end of the book, you will possess the language and resources needed to analyze and construct distributed systems with confidence. The assumptions of the past were sufficient for building single-user, single-computer systems. But aswe expand to multiple devices, shared experiences, and cloud computing, they work against us. It is time for a new set of assumptions. Start with immutable objects, and build better distributed systems. What You Will Learn Evaluate a distributed system from the perspective of immutable objects Recognize the problems in existing designs, and make small modifications to correct them Start a new system from scratch, applying patterns Apply the principles of immutable architecture to your tools, including SQL databases, message queues, and the network protocols that you already use Discover new tools that natively apply these principles Who This Book Is For Software architects and senior developers. It contains examples in SQL and languages such as JavaScript and C#. Past experience with distributed computing, data modeling, or business analysis is helpful.

SQL on Big Data

Author: Sumit Pal
Publisher: Apress
ISBN: 1484222474
Category : Computers
Languages : en
Pages : 165

Book Description
Learn various commercial and open source products that perform SQL on Big Data platforms. You will understand the architectures of the various SQL engines being used and how the tools work internally in terms of execution, data movement, latency, scalability, performance, and system requirements. This book consolidates in one place solutions to the challenges associated with the requirements of speed, scalability, and the variety of operations needed for data integration and SQL operations. After discussing the history of the how and why of SQL on Big Data, the book provides in-depth insight into the products, architectures, and innovations happening in this rapidly evolving space. SQL on Big Data discusses in detail the innovations happening, the capabilities on the horizon, and how they solve the issues of performance and scalability and the ability to handle different data types. The book covers how SQL on Big Data engines are permeating the OLTP, OLAP, and Operational analytics space and the rapidly evolving HTAP systems. You will learn the details of: Batch Architectures—Understand the internals and how the existing Hive engine is built and how it is evolving continually to support new features and provide lower latency on queries Interactive Architectures—Understanding how SQL engines are architected to support low latency on large data sets Streaming Architectures—Understanding how SQL engines are architected to support queries on data in motion using in-memory and lock-free data structures Operational Architectures—Understanding how SQL engines are architected for transactional and operational systems to support transactions on Big Data platforms Innovative Architectures—Explore the rapidly evolving newer SQL engines on Big Data with innovative ideas and concepts Who This Book Is For: Business analysts, BI engineers, developers, data scientists and architects, and quality assurance professionals/div

Complex Enterprise Architecture

Author: John D. McDowall
Publisher: Apress
ISBN: 1484243064
Category : Computers
Languages : en
Pages : 164

Book Description
Implement successful and cost-effective enterprise architecture projects. This book provides a new approach to developing enterprise architecture based on the idea of emergent behaviors—where instead of micromanaging system implementation, the enterprise architecture effort establishes clear goals and leaves the details to the implementation teams. System development efforts are measured based on their contribution to achieving business goals instead of implementing specific (possibly outdated) requirements. Most enterprise architecture initiatives employ one of the existing system architecture frameworks such as Zachman or The Open Group Architecture Framework, but these are not well-suited for enterprise architecture in a modern, agile organization. The new approach presented in this book is based on the author’s experience with large enterprise architecture efforts. The approach leverages research into complex adaptive systems and emergent behaviors, where a few simple rules result in complex and efficient enterprise behaviors. Simplifying the task of establishing and maintaining the enterprise architecture cuts the costs of building and maintaining the architecture and frees up those resources for more productive pursuits. System implementers are given the freedom to rapidly adapt to changing user needs without the blessing of the enterprise modeling priesthood, and the architecture is transformed from a static pile of obscure models and documents into an operational framework that can be actively used to manage an enterprise’s resources to better achieve business goals. The enterprise architect is free to stop focusing on building and maintaining models and start focusing on achieving business goals. What You’ll Learn Refocus enterprise architecture on business needs by eliminating most of the enterprise-level models Delegate tasks to the development teams who do system implementation Document business goals, establish strategies for achieving those goals, and measure progress toward those goals Measure the results and gauge whether the enterprise architecture is achieving its goals Utilize appropriate modeling techniques that can be effectively used in an enterprise architecture Who This Book Is For Architecture practitioners and architecture managers: Practitioners are experienced architects who have used existing frameworks such as Zachman, and have experience with formal architecture modeling and/or model-based system engineering; managers are responsible for managing an enterprise architecture project and either have experience with enterprise architecture projects that were ineffective or are looking for a different approach that will be more cost-effective and allow for more organizational agility. Government program managers looking for a different approach to make enterprise architecture more relevant and easier to implement will also find this book of value.

Clean Architecture

Author: William Vance
Publisher:
ISBN: 9781913597634
Category : Computers
Languages : en
Pages : 150

Book Description
Many people have ditched the idea of going into software design because the books or courses they have encountered are difficult. This book was created to bring a solution to your headaches. It was written to help amateurs and encourage beginners not to give up or be overwhelmed by all of the advanced books on the market.

Scalability Patterns

Author: Chander Dhall
Publisher: Apress
ISBN: 1484210735
Category : Computers
Languages : en
Pages : 167

Book Description
In this book, the CEO of Cazton, Inc. and internationally-acclaimed speaker, Chander Dhall, demonstrates current website design scalability patterns and takes a pragmatic approach to explaining their pros and cons to show you how to select the appropriate pattern for your site. He then tests the patterns by deliberately forcing them to fail and exposing potential flaws before discussing how to design the optimal pattern to match your scale requirements. The author explains the use of polyglot programming and how to match the right patterns to your business needs. He also details several No-SQL patterns and explains the fundamentals of different paradigms of No-SQL by showing complementary strategies of using them along with relational databases to achieve the best results. He also teaches how to make the scalability pattern work with a real-world microservices pattern. With the proliferation of countless electronic devices and the ever growing number of Internet users, the scalability of websites has become an increasingly important challenge. Scalability, even though highly coveted, may not be so easy to achieve. Think that you can't attain responsiveness along with scalability? Chander Dhall will demonstrate that, in fact, they go hand in hand. What You'll Learn Architect and develop applications so that they are easy to scale. Learn different scaling and partitioning options and the combinations. Learn techniques to speed up responsiveness. Deep dive into caching, column-family databases, document databases, search engines and RDBMS. Learn scalability and responsiveness concepts that are usually ignored. Effectively balance scalability, performance, responsiveness, and availability while minimizing downtime. Who This Book Is For Executives (CXOs), software architects , developers, and IT Pros

Representational Techniques for Architecture

Author: Lorraine Farrelly
Publisher: Bloomsbury Publishing
ISBN: 1474239269
Category : Architecture
Languages : en
Pages : 273

Book Description
The techniques used to represent architectural design are examined in Representational Techniques for Architecture. A broad array of methodologies for developing architectural ideas are described, ranging from two- and three-dimensional conceptual sketches, through to the working drawings required for the construction of buildings. The book offers a range of practical drawing methods, showing how to present and plan layouts, make conceptual sketches, work with scale, use collage and photomontage to create contemporary images, along with techniques to prepare and plan design portfolios.The book also deals with contemporary computer modelling and drawing techniques. In the second edition, 25% of the material is new: many of the images have been updated, and new case studies have been added, for example architect studios such as Coophimmelblau and C J Lim/Studio 8 architects. Additional case studies are drawn from American and international architectural practices and studios. The most up-to-date CAD technology is examined along with illustrations showing how it can be used to create architectural models and plans. The enhanced project sections encourage students to explore further the techniques that they have acquired.

Demystifying the Azure Well-Architected Framework

Author: Shijimol Ambi Karthikeyan
Publisher: Apress
ISBN: 9781484271186
Category : Computers
Languages : en
Pages : 136

Book Description
Use the Azure well-architected framework to deploy your workloads in Azure and align them with Microsoft recommended best practices. This book takes a deep dive into the five architecture elements (cost optimization, performance efficiency, operational excellence, reliability, and security) and provides practical guidance on incorporating them into your architecture. The book starts with an introduction to the relevance of the well-architectured framework and why it should form the baseline of your design decisions when deploying applications in Azure. You will learn how customers can optimize the cost of deployment in Azure and understand all aspects of implementation. The book takes you through the practices and processes to be followed to run applications smoothly and you will understand the end-to-end process of design, deployment, and monitoring. You will go through paradigms for designing environments to meet different performance demands. The book covers how to build resilient and highly available applications in Azure with a sample configuration for monitoring. And you will learn how to enable security to ensure confidentiality and integrity of workloads in Azure. After reading this book, you will know the practical nuances of designing high-performing applications in the Microsoft cloud. What You Will Learn Understand the five pillars of the well-architected framework Use tools and services to optimize cost Design for performance efficiency Deal with threat vectors in the cloud Who This Book Is For Solution architects and cloud teams in Azure

Experiencing Architecture, second edition

Author: Steen Eiler Rasmussen
Publisher: MIT Press
ISBN: 9780262680028
Category : Architecture
Languages : en
Pages : 260

Book Description
A classic examination of superb design through the centuries. Widely regarded as a classic in the field, Experiencing Architecture explores the history and promise of good design. Generously illustrated with historical examples of designing excellence—ranging from teacups, riding boots, and golf balls to the villas of Palladio and the fish-feeding pavilion of Beijing's Winter Palace—Rasmussen's accessible guide invites us to appreciate architecture not only as a profession, but as an art that shapes everyday experience. In the past, Rasmussen argues, architecture was not just an individual pursuit, but a community undertaking. Dwellings were built with a natural feeling for place, materials and use, resulting in “a remarkably suitable comeliness.” While we cannot return to a former age, Rasmussen notes, we can still design spaces that are beautiful and useful by seeking to understand architecture as an art form that must be experienced. An understanding of good design comes not only from one's professional experience of architecture as an abstract, individual pursuit, but also from one's shared, everyday experience of architecture in real time—its particular use of light, color, shape, scale, texture, rhythm and sound. Experiencing Architecture reminds us of what good architectural design has accomplished over time, what it can accomplish still, and why it is worth pursuing. Wide-ranging and approachable, it is for anyone who has ever wondered “what instrument the architect plays on.”

PostgreSQL for Data Architects

Author: Jayadevan Maymala
Publisher: Packt Publishing Ltd
ISBN: 1783288612
Category : Computers
Languages : en
Pages : 272

Book Description
This book is for developers and data architects who have some exposure to databases. It is assumed that you understand the basic concepts of tables and common database objects, including privileges and security.

The Art of Multiprocessor Programming, Revised Reprint

Author: Maurice Herlihy
Publisher: Elsevier
ISBN: 0123977959
Category : Computers
Languages : en
Pages : 537

Book Description
Revised and updated with improvements conceived in parallel programming courses, The Art of Multiprocessor Programming is an authoritative guide to multicore programming. It introduces a higher level set of software development skills than that needed for efficient single-core programming. This book provides comprehensive coverage of the new principles, algorithms, and tools necessary for effective multiprocessor programming. Students and professionals alike will benefit from thorough coverage of key multiprocessor programming issues. This revised edition incorporates much-demanded updates throughout the book, based on feedback and corrections reported from classrooms since 2008 Learn the fundamentals of programming multiple threads accessing shared memory Explore mainstream concurrent data structures and the key elements of their design, as well as synchronization techniques from simple locks to transactional memory systems Visit the companion site and download source code, example Java programs, and materials to support and enhance the learning experience