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  • Lenovo 1Gb Ethernet scalable switch
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  • Foundations of Scalable Systems : Designing Distributed Architectures
    Foundations of Scalable Systems : Designing Distributed Architectures

    In many systems, scalability becomes the primary driver as the user base grows.Attractive features and high utility breed success, which brings more requests to handle and more data to manage.But organizations reach a tipping point when design decisions that made sense under light loads suddenly become technical debt.This practical book covers design approaches and technologies that make it possible to scale an application quickly and cost-effectively. Author Ian Gorton takes software architects and developers through the principles of foundational distributed systems.You'll explore the essential ingredients of scalable solutions, including replication, state management, load balancing, and caching.Specific chapters focus on the implications of scalability for databases, microservices, and event-based streaming systems. You will focus on:Foundations of scalable systems: Learn basic design principles of scalability, its costs, and architectural tradeoffsDesigning scalable services: Dive into service design, caching, asynchronous messaging, serverless processing, and microservicesDesigning scalable data systems: Learn data system fundamentals, NoSQL databases, and eventual consistency versus strong consistencyDesigning scalable streaming systems: Explore stream processing systems and scalable event-driven processing

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  • Why are they not scalable?

    They are not scalable because they rely on human labor and manual processes, which can be time-consuming and inefficient when trying to expand operations. Additionally, these methods may not be easily replicable in different locations or with different teams, making it difficult to maintain consistency and quality as the business grows. Without scalable systems and processes in place, businesses may struggle to meet increasing demand and maintain profitability.

  • What are your experiences with Scalable?

    As an AI language model, I do not have personal experiences. However, Scalable is a software development company known for its expertise in creating scalable and efficient solutions for businesses. They have a strong reputation for delivering high-quality products and services that meet the needs of their clients. Many customers have reported positive experiences working with Scalable and have praised their professionalism and technical skills.

  • What does scalable mean in the IT context?

    In the IT context, scalable refers to the ability of a system, network, or application to handle an increasing amount of work or data without compromising performance. A scalable IT solution can easily accommodate growth in users, data, or traffic without requiring significant changes to the underlying infrastructure. This can be achieved through various means such as adding more hardware resources, optimizing software architecture, or implementing cloud-based solutions that can dynamically adjust to changing demands. Overall, scalability is an important consideration for IT systems to ensure they can effectively support the evolving needs of an organization.

  • Is stock trading really completely free with Scalable Capital Premium?

    Stock trading is not completely free with Scalable Capital Premium. While Scalable Capital Premium offers zero commission trading for ETFs, there are still other costs involved such as the management fee for the Premium account and any additional fees associated with trading on stock exchanges. It's important to carefully review all the fees and charges associated with trading on the platform to fully understand the costs involved.

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  • Building a Scalable Data Warehouse with Data Vault 2.0
    Building a Scalable Data Warehouse with Data Vault 2.0

    The Data Vault was invented by Dan Linstedt at the U.S.Department of Defense, and the standard has been successfully applied to data warehousing projects at organizations of different sizes, from small to large-size corporations.Due to its simplified design, which is adapted from nature, the Data Vault 2.0 standard helps prevent typical data warehousing failures. "Building a Scalable Data Warehouse" covers everything one needs to know to create a scalable data warehouse end to end, including a presentation of the Data Vault modeling technique, which provides the foundations to create a technical data warehouse layer.The book discusses how to build the data warehouse incrementally using the agile Data Vault 2.0 methodology.In addition, readers will learn how to create the input layer (the stage layer) and the presentation layer (data mart) of the Data Vault 2.0 architecture including implementation best practices.Drawing upon years of practical experience and using numerous examples and an easy to understand framework, Dan Linstedt and Michael Olschimke discuss: How to load each layer using SQL Server Integration Services (SSIS), including automation of the Data Vault loading processes. Important data warehouse technologies and practices. Data Quality Services (DQS) and Master Data Services (MDS) in the context of the Data Vault architecture.

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  • Python Testing with pytest : Simple, Rapid, Effective, and Scalable
    Python Testing with pytest : Simple, Rapid, Effective, and Scalable

    Test applications, packages, and libraries large and small with pytest, Python's most powerful testing framework. pytest helps you write tests quickly and keep them readable and maintainable.In this fully revised edition, explore pytest's superpowers - simple asserts, fixtures, parametrization, markers, and plugins - while creating simple tests and test suites against a small database application.Using a robust yet simple fixture model, it's just as easy to write small tests with pytest as it is to scale up to complex functional testing.This book shows you how. pytest is undeniably the best choice for testing Python projects.It's a full-featured, flexible, and extensible testing framework. pytest's fixture model allows you to share test data and setup procedures across multiple layers of tests.The pytest framework gives you powerful features such as assert rewriting, parametrization, markers, plugins, parallel test execution, and clear test failure reporting - with no boilerplate code. With simple step-by-step instructions and sample code, this book gets you up to speed quickly on this easy-to-learn yet powerful tool.Write short, maintainable tests that elegantly express what you're testing.Speed up test times by distributing tests across multiple processors and running tests in parallel.Use Python's builtin assert statements instead of awkward assert helper functions to make your tests more readable.Move setup code out of tests and into fixtures to separate setup failures from test failures.Test error conditions and corner cases with expected exception testing, and use one test to run many test cases with parameterized testing.Extend pytest with plugins, connect it to continuous integration systems, and use it in tandem with tox, mock, coverage, and even existing unittest tests. Write simple, maintainable tests quickly with pytest. What You Need:The examples in this book were written using Python 3.9 and pytest 6. pytest 6 supports Python 3.5 and above.

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  • Real-time Phoenix : Build Highly Scalable Systems with Channels
    Real-time Phoenix : Build Highly Scalable Systems with Channels

    Give users the real-time experience they expect, by using Elixir and Phoenix Channels to build applications that instantly react to changes and reflect the application's true state.Learn how Elixir and Phoenix make it easy and enjoyable to create real-time applications that scale to a large number of users.Apply system design and development best practices to create applications that are easy to maintain.Gain confidence by learning how to break your applications before your users do.Deploy applications with minimized resource use and maximized performance.Real-time applications come with real challenges - persistent connections, multi-server deployment, and strict performance requirements are just a few.Don't try to solve these challenges by yourself - use a framework that handles them for you.Elixir and Phoenix Channels provide a solid foundation on which to build stable and scalable real-time applications.Build applications that thrive for years to come with the best-practices found in this book.Understand the magic of real-time communication by inspecting the WebSocket protocol in action.Avoid performance pitfalls early in the development lifecycle with a catalog of common problems and their solutions.Leverage GenStage to build a data pipeline that improves scalability.Break your application before your users do and confidently deploy them.Build a real-world project using solid application design and testing practices that help make future changes a breeze.Create distributed apps that can scale to many users with tools like Phoenix Tracker.Deploy and monitor your application with confidence and reduce outages.Deliver an exceptional real-time experience to your users, with easy maintenance, reduced operational costs, and maximized performance, using Elixir and Phoenix Channels.What You Need: You'll need Elixir 1.9+ and Erlang/OTP 22+ installed on a Mac OS X, Linux, or Windows machine.

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  • How are the fees for buying stocks charged at Scalable Capital?

    At Scalable Capital, the fees for buying stocks are charged based on a percentage of the transaction value. The fee structure is transparent and straightforward, with no hidden costs or additional charges. This percentage fee is automatically deducted from the transaction amount when buying stocks through the platform. Additionally, Scalable Capital offers a fee cap, ensuring that larger transactions do not result in disproportionately high fees.

  • Can I cancel the 20k that Scalable Capital debited from my bank account, even though I didn't want it?

    Yes, you can cancel the 20k that Scalable Capital debited from your bank account if you did not authorize the transaction. You should contact your bank immediately to report the unauthorized transaction and request a chargeback. Provide any relevant documentation or evidence to support your claim, such as communication with Scalable Capital regarding the transaction. Your bank will investigate the matter and may refund the amount debited from your account. Additionally, you should also contact Scalable Capital to inform them of the unauthorized transaction and request a refund.

  • Is this bad news or good news?

    This depends on the context of the news being discussed. If the news is negative or has a detrimental impact, then it would be considered bad news. On the other hand, if the news is positive or brings about favorable outcomes, then it would be considered good news. Ultimately, the classification of the news as bad or good is subjective and can vary based on individual perspectives.

  • Is "Hope dies last" more negative or positive?

    The phrase "Hope dies last" can be interpreted as both negative and positive. On one hand, it can be seen as a pessimistic view that suggests that hope is the last thing to go before giving up. On the other hand, it can also be seen as a message of resilience and perseverance, implying that as long as there is hope, there is still a chance for things to improve. Ultimately, the interpretation of the phrase depends on the context in which it is used and the perspective of the individual.

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