Altexsoft

MAY 27, 2020

Testing and validating: Finally, trained models are tested against testing and validation data to ensure high predictive accuracy. Comparing results between the tests, the model might be tuned/modified/trained on different data. Machine learning production pipeline architecture. Generating predictions.

Machine Learning 89

Machine Learning Artificial Inteligence Architecture Training 89

Netflix Tech

FEBRUARY 3, 2021

Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. The transition to the new federated architecture meant that many of our backend teams needed to adopt GraphQL in our Java ecosystem. Backward compatibility is even more critical when working in a Federated GraphQL architecture.

Open Source 98

Open Source Software Review Architecture Technical Review 98

CircleCI

DECEMBER 10, 2021

Microservices orchestration is a prime example. It is a common pattern to have microservices in each respective version control repository, each of which requires a separate CircleCI pipeline configuration. Or you could trigger an expansive suite of integration tests that run independently of the wider test and deployment flow.

Development 59

Development Microservices Testing Examples 59

Palo Alto Networks

FEBRUARY 19, 2021

DevOps, which governs the testing, security and deployment of software, is now increasingly constructing tool sets based on cloud computing models. – Purpose-built security deployment: Increasing cloud adoption means that the DevOps and infrastructure teams are leveraging microservices for their cloud applications. .

Enterprise 76

Enterprise Cloud Serverless Artificial Intelligence 76

xmatters

JUNE 28, 2018

This is the first of a series on resilience, self-healing systems, and ongoing testing. This blog focuses on how xMatters introduces failures to test the ability of our systems to handle the chaos without service disruption. Soak Tests. Systems fail for many reasons. Read 3 Steps to Monitoring in a Connected Enterprise.

Systems Review 67

Systems Review Testing Engineering Software Review 67

CircleCI

JUNE 23, 2022

Setting up a pipeline to build and test an image. CI/CD systems follow a multi-tiered environments pattern: development, testing, staging, and production release are all part of this process. Then I will guide you through setting up a pipeline to build an image and push it to the Docker Hub after tests on it pass. Prerequisites.

Testing 52

Testing Virtualization Applications DevOps 52

Gitprime

APRIL 13, 2019

When you’re not having to communicate between teams to do your primary work, you can have ideas, test them, deploy them, and learn from them in a much tighter cycle. Which way work better depends on how each particular team or organization is constructed. Make the shift from monolith to microservices—but only if you need to.

Organization 81

Organization Technology Minimum Viable Product Part-Time VPE 81

O'Reilly Media - Ideas

JULY 15, 2020

Microservices seem to be everywhere. Scratch that: talk about microservices seems to be everywhere. So we wanted to determine to what extent, and how, O’Reilly subscribers are empirically using microservices. Here’s a summary of our key findings: Most adopters are successful with microservices. And that’s the problem.

Microservices 141

Microservices Weak Development Team Survey Architecture 141

Openxcell

JULY 15, 2022

Go is a lightweight language that supports a wide range of applications, including microservices, stream processing, CLIs, and many more. It is much preferable to use your app container than the JVM languages for microservices because it can be packaged into a small container and deployed in a matter of seconds. Run “go test” now.

Software Review 52

Software Review Systems Review Weak Development Team Technical Review 52

Honeycomb

SEPTEMBER 8, 2021

It works less well (read: not at all) for reporting things like the performance of an individual user request along a microservice architecture execution path. While metrics (as a construct) might be simple, what you pay to use them with other solutions is anything but simple. In one place. With cohesive context.

Metrics 52

Metrics Systems Review Software Review Enterprise 52

Apiumhub

APRIL 12, 2023

That is to say, that code written in Java would not need to be compiled into native code specific to an exact computer architecture. As previously mentioned, Spring Boot applications leverage dependency injection to construct and populate objects in the system without the developer having to write this wiring code out themselves.

Software Review 73

Software Review Systems Review Virtualization Programming 73

Openxcell

DECEMBER 27, 2021

Netflix, the world’s largest online video streaming service, uses A/B testing to give a rich experience to its 93 million subscribers. The architecture allows them to scale up in response to increased demand for their services. Microservices. Working with microservices architecture is a breeze using Node.js.

Comparison 52

Comparison Development MVC Software Review 52

Abhishek Tiwari

DECEMBER 27, 2017

Kubernetes has been particularly successful with microservices and contemporary applications. In fact, if we go by current trends containerised microservices running on Kubernetes are the future. The workloads for both test environments ran on apples-to-apples configurations. better cluster resource utilization.

Big Data 63

Big Data Data Storage Microservices 63

Silk and Spinach

DECEMBER 7, 2016

Instead I call it Habitable Code, as described by Richard Gabriel: Habitability is the characteristic of source code that enables programmers, coders, bug-fixers, and people coming to the code later in its life to understand its construction and intentions and to change it comfortably and confidently. Contact me to find out more.

Applications 61

Applications Microservices Testing Construction 61

Mobilunity

SEPTEMBER 28, 2021

However, legacy architecture modernization is challenging both in terms of budget (as it can have a lot of hidden costs) and programming effort. In this case, it’s vital to reconsider and optimize the system’s architecture for future scalability. Any professional team will offer you a microservice architecture approach in this case.

Applications 52

Applications Technical Review Software Review Systems Review 52

Apiumhub

DECEMBER 20, 2018

This includes constructs such as: first-class vals, case classes, higher order functions etc. This blog covers software architecture and software development topics. BDD: user interface testing. Microservices vs Monolithic architecture. Another huge benefit is immutability. Apiumhub Scala Blog.

Programming 42

Programming Conference Software Development Scalability 42

Mike Roberts

DECEMBER 13, 2017

In other words there is no natural architectural backpressure with Lambda apart from the account wide concurrency limit. For some people it means adapting their architecture, inserting extra layers of traditional non-scaling components to cause a slow-down of an event storm. That’s a problem.

Lambda 40

Lambda AWS Architecture Microservices 40

Mike Roberts

DECEMBER 13, 2017

In other words there is no natural architectural backpressure with Lambda apart from the account wide concurrency limit. For some people it means adapting their architecture, inserting extra layers of traditional non-scaling components to cause a slow-down of an event storm. That’s a problem.

Lambda 40

Lambda AWS Architecture Microservices 40

Perficient

MAY 31, 2023

Have you ever thought about what microservices are and how scaling industries integrate them while developing applications to comply with the expectations of their clients? The following information is covered in this blog: Why are Microservices used? What exactly is Microservices? Microservices Features.

Microservices 59

Microservices Architecture Load Balancer Continuous Delivery 59

Altexsoft

NOVEMBER 27, 2018

It helps developers set up the environment and facilitates unit testing, minification, and some more processes that build tools perform. Build tools, or task managers/task runners, as they are also called, allow developers to automate minification, compiling, packaging, unit testing, and bug fixing. Testing and debugging tools.

Tools 72

Tools Development Software Review Open Source 72

O'Reilly Media - Ideas

JANUARY 25, 2021

The most successful superstream series focused on software architecture and infrastructure and operations. The in-person O’Reilly Software Architecture Conference was small but growing. We’ll be working with microservices and serverless/functions-as-a-service in the cloud for a long time–and these are inherently concurrent systems.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

Honeycomb

JUNE 14, 2022

Your choice of IDE, debugger, and test framework will impact your overall development experience just as much (if not more) than how you use a language’s constructs to organize your systems. My belief is that if you’re not an expert on how your distributed systems (microservices?) Lots of possibilities.

Weak Development Team 98

Weak Development Team Metrics System Tools 98

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension.

Architecture 88

Architecture Programming Microservices Serverless 88

Instaclustr

OCTOBER 14, 2019

The Grand Canyon ends with the Hoover Dam, also a very large scale construction (it’s the size of the Great Pyramid of Giza, and the lake it created is the largest in the USA). are likely to pay off in the longer term making it easier to introduce and test new features. Source: Shutterstock). Dinesh Joshi. acts as a buffer), etc.

Technical Review 36

Technical Review Technology Report Open Source 36

Confluent

MAY 9, 2019

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture. It is not uncommon for those embarking on the journey to event-driven, asynchronous architecture to ask: “Hey, so I’m writing these events, how do I know what’s happening and whether they’re working as intended? “We

Microservices 91

Microservices Metrics Systems Review Architecture 91

O'Reilly Media - Ideas

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. So we constructed a survey and ran it earlier this year: from January 9th through January 31st, 2020. More than half of respondent organizations use microservices.

Cloud 143

Cloud Microservices Serverless Survey 143

James Shore

JUNE 7, 2021

A programmer makes an off-by-one error, but their pairing partner suggests a test to catch it. In this case, a closer look at the event reveals that, although the team used test-driven development and pairing for production code, they didn’t apply that standard to their scripts. Or, “we have microservices, not a monolith.”

Analysis 72

Analysis Weak Development Team Software Review Systems Review 72

Instaclustr

OCTOBER 14, 2019

The Grand Canyon ends with the Hoover dam, also a very large scale construction (it’s the size of the Great Pyramid of Giza, and the lake it created is the largest in the USA). are likely to pay off in the longer term making it easier to introduce and test new features. for building back up velocity and interest in the project.

Technical Review 28

Technical Review Technology Report Open Source 28

Netflix Tech

OCTOBER 16, 2019

By Ammar Khaku Introduction In a microservice architecture such as Netflix’s, propagating datasets from a single source to multiple downstream destinations can be challenging. One example displaying the need for dataset propagation: at any given time Netflix runs a very large number of A/B tests. and in many cases drives?—?system

Microservices 75

Microservices Weak Development Team Machine Learning Artificial Inteligence 75

James Shore

AUGUST 19, 2020

People who have the capability for a lot of business agility, but don’t have the capacity, hire me for anything from software development training, like test-driven development training, all the way up to process design and how to get teams working together smoothly. Because when you have a large environment, teams often form bottlenecks.

Agile 99

Agile Weak Development Team Development Team Review Development 99

O'Reilly Media - Ideas

OCTOBER 19, 2021

It has far-reaching implications as to how such applications should be developed and by whom: ML applications are directly exposed to the constantly changing real world through data, whereas traditional software operates in a simplified, static, abstract world which is directly constructed by the developer. Software Architecture.

DevOps 143

DevOps Data Software Review Technical Advisors 143

Netflix Tech

FEBRUARY 25, 2021

Rapid Development with GraphQL Microservices by Dane Avilla The entertainment industry has struggled with COVID-19 restrictions impacting productions around the globe. One approach that is gaining mind-share within Netflix is the concept of GraphQL microservices (GQLMS) as a backend platform facilitating rapid application development.

Weak Development Team 80

Weak Development Team Microservices Infrastructure Architecture 80

Netflix Tech

NOVEMBER 12, 2019

One way to do this is by running A/B tests. Netflix typically A/B tests all changes before rolling them out to all members. A drawback to this approach is that tests take time to run and require experimental models be ready to run in production. Some examples of stratification types are: Country?

Metrics 49

Metrics Travel Machine Learning Artificial Inteligence 49

Netflix Tech

NOVEMBER 12, 2019

One way to do this is by running A/B tests. Netflix typically A/B tests all changes before rolling them out to all members. A drawback to this approach is that tests take time to run and require experimental models be ready to run in production. Some examples of stratification types are: Country?

Metrics 40

Metrics Travel Machine Learning Artificial Inteligence 40

Netflix Tech

NOVEMBER 12, 2019

One way to do this is by running A/B tests. Netflix typically A/B tests all changes before rolling them out to all members. A drawback to this approach is that tests take time to run and require experimental models be ready to run in production. Some examples of stratification types are: Country?

Metrics 40

Metrics Travel Machine Learning Artificial Inteligence 40

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 122

Architecture Data Security Technical Review 122