Strategic Tech

AUGUST 10, 2020

If every significant architecture decision has business consequences, then knowing the business model and which trade-offs to choose is maybe the most important skill of architects. But what is the actual relationship between a business model and a software architecture? A software system is a model of a domain.

Software Architecture 69

Software Architecture Architecture Software Software 69

O'Reilly

SEPTEMBER 12, 2023

A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. That statement nicely summarizes what makes software development difficult. Anyone who works in programming has seen the source code for some project evolve from something short, sweet, and clean to a seething mass of bits. Controlling complexity is.”

Software 140

Software Software Development Programming 140

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news.

Serverless 246

Serverless Azure Monitoring Lambda 246

Dynatrace

DECEMBER 23, 2020

Traditional software monitoring platforms collect observability data in three main formats: Logs: Timestamped records of an event or events. Especially in dynamic microservices architectures, distributed tracing is essential to monitor, debug, and optimize distributed software architecture, such as microservices.

Infrastructure 246

Infrastructure Cloud Monitoring Metrics 246

Dynatrace

DECEMBER 8, 2021

Many customers try to use traditional tools to monitor and observe modern software stacks, but they struggle to deal with the dynamic and changing nature of cloud environments. ” A monolithic software application has a few properties that are important to understand. Just as the code is monolithic, so is the logging.

Cloud 246

Cloud Serverless Hardware Operating System 246

Dynatrace

DECEMBER 23, 2020

Traditional software monitoring platforms collect observability data in three main formats: Logs: Timestamped records of an event or events. Especially in dynamic microservices architectures, distributed tracing is essential to monitor, debug, and optimize distributed software architecture, such as microservices.

Infrastructure 225

Infrastructure Cloud Monitoring Metrics 225

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. To bring these practices to life within an organization at scale, the discipline of platform engineering has gained popularity.

Government 246

Government Best Practices DevOps Engineering 246

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news.

Serverless 217

Serverless Azure Monitoring Lambda 217

Dynatrace

MAY 23, 2022

As the pace of business quickens, software development has adapted. Increasingly, teams release software features more quickly to accommodate customer needs. As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. What is monolithic architecture?

Architecture 263

Architecture DevOps Monitoring Programming 263

The Netflix TechBlog

NOVEMBER 12, 2024

Reducing Code Complexity : We reduce a lot of code complexity in Counter Abstraction by delegating a major portion of the functionality to an existing service. TimeSeries Abstraction uses Cassandra as the underlying event store, but it can be configured to work with any persistent store.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

APRIL 19, 2023

Consider Log4Shell, a software vulnerability in Apache Log4j 2 , a popular Java library. Log4j is a ubiquitous software code in various consumer-facing products and services. Modern observability technologies have helped enterprises identify software vulnerabilities such as Log4Shell in their environments.

Design 246

Design Storage Programming Analytics 246

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like The steps can be arbitrary Python code.

Open Source 238

Open Source AWS Infrastructure Energy 238

O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Trends in software architecture, infrastructure, and operations.

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

ScaleOut Software

JUNE 29, 2018

Having just concluded participation in another In-Memory Computing Summit , it has become even more clear to me that the key to mainstream adoption of in-memory computing software platforms is architecture — the root of a platform’s value to applications. The digital twin model for stateful stream-processing is a case in point.

Software Architecture 40

Software Architecture Architecture Software Software 40

ScaleOut Software

JUNE 29, 2018

Having just concluded participation in another In-Memory Computing Summit , it has become even more clear to me that the key to mainstream adoption of in-memory computing software platforms is architecture — the root of a platform’s value to applications. The digital twin model for stateful stream-processing is a case in point.

Software Architecture 40

Software Architecture Architecture Software Software 40

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

Percona

MARCH 21, 2023

Tenants Multi-tenancy is a software architecture pattern where a single instance of a software application serves multiple tenants, allowing them to share resources like storage, processing power, and memory while maintaining separate, secure access to their respective data.

Serverless 143

Serverless Software Architecture Virtualization Database 143

O'Reilly

MARCH 2, 2020

Agile is not, and never was, about getting developers to write software faster. If you were involved with professional programming in the 80s and 90s, you may remember how radical it was (and, in many shops, still is) to put software developers in touch with users and customers. This is important. Neckbeards? Geeks and nerds?

Artificial Intelligence 27

Artificial Intelligence Software Architecture Programming C++ 27

Scalegrid

JUNE 7, 2024

In this article, we will explore what RabbitMQ is, its mechanisms to facilitate message queueing, its role within software architectures, and the tangible benefits it delivers in real-world scenarios. Stepping back, it’s clear how RabbitMQ has become an essential tool in modern software architecture.

IoT 130

IoT Software Architecture Architecture Scalability 130

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. Martin Fowler argues that internal quality of a software system enables new features and improvements to be delivered more sustainably.

Software Engineering 80

Software Engineering Design Engineering Software 80

Strategic Tech

JULY 21, 2020

Architecture modernisation tools and techniques for each phase (these lists are not exhaustive) Business Strategy Alignment Software architecture is the significant technical decisions that have business consequences. This means a software architecture should be purposely designed for the most favourable business consequences.

Architecture 98

Architecture Design Software Architecture Strategy 98

O'Reilly

FEBRUARY 2, 2020

First, the behavior of an AI application depends on a model , which is built from source code and training data. A model isn’t source code, and it isn’t data; it’s an artifact built from the two. This means that, to have a history of how an application was developed, you have to look at more than the source code.

Software Architecture 109

Software Architecture Monitoring Software Engineering Code 109

O'Reilly

AUGUST 9, 2022

GitHub Copilot (based on a model named Codex , which is derived from GPT-3) generates code in a number of programming languages, based on comments that the user writes. Going in the other direction, GPT-3 has proven to be surprisingly good at explaining code. But it’s obvious where this is trending. But I don’t know if that’s true.

Programming 119

Programming Java C++ Design 119

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like The steps can be arbitrary Python code.

Open Source 135

Open Source AWS Infrastructure Energy 135

Software Architecture

APRIL 8, 2018

Kotlin’s type system eliminates the danger of null references from code. String Templates Strings may contain template expressions i.e. code that is evaluated and its result is concatenated into the string. No need to bloat your code with explicitly written getters and setters as in Java.

Java 100

Java Lambda Software Architecture Programming 100

cdemi

DECEMBER 16, 2017

Because of software error, the spacecraft encountered Mars at a lower than anticipated altitude and disintegrated due to atmospheric stresses. In this example, we can clearly see the huge impact of developing software without good specifications, requirement and guidelines can have. Rocket science is hard, but communication is harder.

Software 73

Software Software Programming Software Engineering 73

O'Reilly

OCTOBER 31, 2023

The backlash against the backlash against Open Source : Over the past decade, a number of corporate software projects have changed from an open source license, such as Apache, to one of a number of “business source” licenses. These licenses vary, but typically restrict users from competing with the project’s vendor. We haven’t seen it.

Open Source 125

Open Source Google Software Architecture Technology 125

Tech News Gather

MARCH 30, 2022

A Tech Stack is a set of tools developers use to build an app or any digital product like websites, software, and alike. It is a combination of programming languages, frameworks, libraries, patterns, servers, UI/UX solutions, software, and tools used by developers. But what is a tech stack? Finding a perfect tech stack is not easy.

Technology 96

Technology Technology C++ Mobile 96

The Netflix TechBlog

MARCH 10, 2020

Having our core logic isolated means we can easily change data source details without a significant impact or major code rewrites to the codebase. The pattern allows us to isolate the core logic of our application from outside concerns. One of the main advantages we also saw in having an app with clear boundaries is our testing strategy?—?the

Architecture 346

Architecture Transportation Java Strategy 346

All Things Distributed

APRIL 27, 2011

To our shareowners: Random forests, naïve Bayesian estimators, RESTful services, gossip protocols, eventual consistency, data sharding, anti-entropy, Byzantine quorum, erasure coding, vector clocks. Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon.

Technology 127

Technology Technology AWS Storage 127

Smashing Magazine

NOVEMBER 22, 2021

And once the teams started working off of the knowledge, it meant organizing performance-focused design and code reviews, training and education, plus providing tools and assets to support these ongoing efforts. In addition, this significantly reduced the amount of JavaScript code that needs to be downloaded by the browser.

Website 141

Website Performance Google Website Performance 141

Scalegrid

JUNE 28, 2024

This makes RabbitMQ an attractive option for developers and enterprises seeking to optimize their software architecture. This allows developers to adopt RabbitMQ without learning new coding languages or making substantial changes to their workflows.

IoT 130

IoT Healthcare Programming Open Source 130

Strategic Tech

MAY 9, 2020

If you want to get started with Strategic DDD to gain deeper insights into your domain and to align your software architecture with your domain, you can use this Miro board: [link] No sign up, installation, or payment is required to view the board. In order to use the tools you will need to copy them onto a board of your own.

Architecture 59

Architecture Software Architecture Design Technology 59

O'Reilly

NOVEMBER 12, 2019

We suspect this points to a general drift toward software teams taking more responsibility for infrastructure, and increasingly, enabled by serverless options. As noted earlier, the majority of survey respondents are software engineers. Writing code for one vendor platform does not make it portable or simple to move elsewhere.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

Strategic Tech

APRIL 11, 2021

The microservices era has been good for software architecture. A domain service builds on the basic definition of a microservice: it’s a loosely-coupled, independently deployable element of software architecture which is owned by a single team. I remember when the idea of multiple databases was punishable by death.

Software Architecture 52

Software Architecture Architecture Design Games 52

Strategic Tech

FEBRUARY 19, 2020

I’ve been disappointed for a long time with the way in which companies organise software development teams. I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. A clear warning sign.

Architecture 64

Architecture Strategy Design Software Architecture 64

Strategic Tech

SEPTEMBER 30, 2020

One of the biggest time costs in software development is understanding how a system works. As we continuously develop software systems, the complexity slowly increases and we don’t fully realise it. I believe that self-documenting architecture would dramatically reduce one of the big costs in software development.

Architecture 75

Architecture Design Programming Software 75