Dynatrace

DECEMBER 8, 2021

In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.” ” A monolithic software application has a few properties that are important to understand. Centralized applications.

Cloud 226

Cloud Serverless Hardware Operating System 226

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Low Hanging Fruit vs Last Toothpaste in the Tube In the dream scenario, there is an area of the architecture which has a high value to the business when modernized and has little complexity. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. Dynatrace is thrilled to announce the General Availability of support for both the 2.x It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.”

Serverless 141

Serverless Azure Monitoring Lambda 141

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Detailed performance analysis for better software architecture and resource allocation. Get started today.

Metrics 179

Metrics Analytics Software Architecture Open Source 179

Adrian Cockcroft

JANUARY 17, 2022

photo taken by Adrian Cockcroft A year ago I did a talk at re:Invent called Architecture Trends and Topics for 2021 , so I thought it was worth seeing how they played out and updating them for the coming year. I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures.

Serverless 98

Serverless Hardware AWS Architecture 98

Strategic Tech

DECEMBER 29, 2020

In Part 1 of this series, a shared language was proposed to accurately describe different elements of a business’s architecture. We can now start to slice and group those architectural pieces into team-sized chunks and analyse the trade-offs of each pattern, and explore contexts in which they might be applicable.

Architecture 59

Architecture Design Mobile Systems 59

Software Architecture

AUGUST 24, 2017

So, this configuration is a good way to achieve immediate consistency, if you need very high performance, optimize writes at the expense of slower and lower availability on your reads. Cassandra attempts to write the data to all 3 nodes but after this operation is successful, you only have the guarantee that data will be current on 1 node.

Software Architecture 100

Software Architecture Architecture Availability Performance 100

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Detailed performance analysis for better software architecture and resource allocation. Get started today.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

O'Reilly Software

NOVEMBER 18, 2019

Thoughtful and effective decision-making was a key trend at the O’Reilly Software Architecture Conference in Berlin 2019. The ability to make good decisions might be the most important aspect of a software architecture practitioner’s job. Every day.every week.every month, you make critical architectural decisions.

Software Architecture 9

Software Architecture Architecture Software Software 9

Software Architecture

AUGUST 24, 2017

Also, it might so happen that 2 out of 3 replica nodes might be down or query might be failed and you will still get a result because CL = ONE, so you have highest availability. For all these benefits, the price you pay is lower consistency. So, your consistency guarantees are much lower. Comments and thoughts welcome.

Software Architecture 100

Software Architecture Database Tuning Servers 100

Software Architecture

AUGUST 24, 2017

Because it is redundant, you get no benefit of this configuration and you’re only going to reduce throughput, and performance as well as lower availability. So, you give up few milliseconds of consistency here and get highest throughput, highest performance and highest availability. Comments and thoughts welcome.

Tuning 100

Tuning Software Architecture Database C++ 100

Dynatrace

DECEMBER 16, 2019

Cloud-native software architectures provide the ability for deployment options , like Blue/Green, Canary, Dark Launches, and Feature Flagging – and make them easier. They’ll cover scenarios where run-book automation is a fit, and where application architecture supporting “self-healing” is a fit.

DevOps 103

DevOps Software Software Best Practices 103

Tech News Gather

MARCH 30, 2022

There are numerous options available. A Tech Stack is a set of tools developers use to build an app or any digital product like websites, software, and alike. It requires considerate analysis of the business objectives, devising steps and constructing software architecture. Hence the choice needs to be made appropriately.

Technology 96

Technology Technology C++ Java 96

ScaleOut Software

NOVEMBER 24, 2020

However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture. This telematics architecture has evolved to handle ever increasing message rates (often reaching 2K messages per second), make up-to-the-minute information available to dispatchers, and feed offline analytics.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

O'Reilly

OCTOBER 31, 2019

Yes, there have been some small quantum computers available; IBM has quantum computers available in the cloud , including a 5-qubit machine that anyone can try for free. The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. Scaling quantum computing isn’t trivial.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Apica

OCTOBER 17, 2022

Distracted by distributed, dynamic architectures. The decentralization of our software architectures has become a Gordian Knot that is too hard to untangle through UAT and traditional functional and load testing scripts. The quality of their experience with the app is all about checking that the dinner will arrive when promised.

Retail 52

Retail Website Infrastructure Software Architecture 52

Tasktop

NOVEMBER 20, 2019

Gene shared with me his experiences building apps in Clojure, and I showed him visualizations that I created to show how the flow of value in my open source projects affected both software architecture and organizational structure. Then I started sharing my ideas for a book that would build on these concepts.

DevOps 45

DevOps Software Architecture Open Source Architecture 45

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Back in the days of Web 1.0,

Architecture 80

Architecture Scalability Google Operating System 80

Particular Software

APRIL 27, 2020

Takeaways Information-dense videos on software architecture can be difficult to consume on your own. And few people will claim that watching densely-packed architectural videos all day is a substitute for in-person training. My colleagues who’d attended it before felt the same way. It also worked very well as a video course.

Transportation 52

Transportation Systems Education Software Architecture 52

ScaleOut Software

AUGUST 18, 2018

IMDGs enable transparent performance scaling, which is required to ensure fast event handling, and they typically have built-in high availability. What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms.

IoT 45

IoT Ecommerce Analytics Latency 45

ScaleOut Software

AUGUST 18, 2018

IMDGs enable transparent performance scaling, which is required to ensure fast event handling, and they typically have built-in high availability. What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms.

IoT 40

IoT Ecommerce Analytics Latency 40

The Symphonia

MARCH 13, 2018

And of course, if you’re interested in getting some help in April or May for architecture review, DevSecCostOps (™) , or building a Lambda-backed proof-of-concept, then drop us a line. As I said on Twitter , like any good Serverless service, European Serverless conferences are apparently Highly Available.

Serverless 40

Serverless Lambda AWS DevOps 40

The Agile Manager

SEPTEMBER 30, 2020

IBM had launched the trademarked Personal Computer in 1981 using an open architecture of widely available components from 3rd party sources such as Intel and the fledgling Disk Operating System from an unknown firm in Seattle called Microsoft. In 1987, IBM introduced a new product, the Personal System/2.

Hardware 52

Hardware Social Media Media Strategy 52

O'Reilly

DECEMBER 2, 2019

I’ve always been unimpressed by streaming services for music and video, at least partly because they’re least available when you most want them: when you’re flying or on a train, in at a technical conference with 3,000 attendees maxing out the hotel’s network. We recently conducted a survey on serverless architecture adoption.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

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 134

Software Architecture DevOps Data Engineering Architecture 134

cdemi

MAY 6, 2016

This is not going to be the usual, gang of four design patterns series, but rather more suited towards building a modern application architecture that caters for the increasing requirements for east-west communication and easily scaling up and deploying. Cache Aside Pattern. Competing Consumer Pattern.

Design 40

Design Cache Scalability Architecture 40

cdemi

DECEMBER 4, 2016

Maximizing Availability : Delays or Downtime of the service does not affect the application generating the messages. Message Brokers are servers that take care of Queue Handling , Routing Messages, High Availability and Scaling out. Maximizing Scalability : Number of Queues and Services can be varied to meet Demand.

Design 47

Design Azure Scalability Latency 47

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. If your workflow supports parallelism, Metaflow takes advantage of all CPU cores available on your development machine.

Open Source 232

Open Source AWS Infrastructure Energy 232

O'Reilly

OCTOBER 19, 2021

Today, a number of cloud-based, auto-scaling systems are easily available, such as AWS Batch. While Git , GitHub, and other similar tools for software version control work well for code and the usual workflows of software development, they are a bit clunky for tracking all experiments, models, and data. Software Architecture.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

The Netflix TechBlog

JULY 12, 2019

Old Gatekeeper Architecture This model had several problems associated with it: This process was completely I/O bound and put a lot of load on upstream systems. New Gatekeeper Architecture With this model, liveness evaluation is conceptually separated from the data retrieval from upstream systems.

Cache 183

Cache Architecture Latency Engineering 183

O'Reilly

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. AI in Production, Poised for Growth.

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. If your workflow supports parallelism, Metaflow takes advantage of all CPU cores available on your development machine.

Open Source 134

Open Source AWS Infrastructure Energy 134

Strategic Tech

OCTOBER 3, 2020

If you’re not familiar with the Bounded Context Canvas it is a tool for visualising the key design choices of a Bounded Context or a sub-system in your software architecture. Every tool you use is somebody’s pizza, and you should always look for opportunities to tweak the recipe and find something that tingles your modelling tastebuds.

Software Architecture 97

Software Architecture Design Best Practices Architecture 97

Strategic Tech

FEBRUARY 14, 2020

Is there any way it’s possible to predict the future so that our architecture can easily absorb the changes we need to make of it? One thing I want you to notice is that good architecture is about more than just defining good boundaries. In DDD a bounded context is an independent, loosely-coupled architectural component.

Architecture 98

Architecture Government Design Availability 98

cdemi

MAY 8, 2016

If the data fits into the available cache space, prime the cache with the data on startup and apply a policy that prevents the data from expiring. Static Data. If the data access patterns of your application shows that you only have static data,then the Cache-Aside Pattern is not that useful.

Cache 54

Cache Design C++ Processing 54

cdemi

DECEMBER 7, 2016

Building on the Queue-Based Load Leveling Pattern , the Competing Consumer Pattern enables a system to process multiple messages concurrently to optimize throughput, to improve scalability and availability, and to balance the workload. During the lifetime of an application, the number of requests may vary significantly over time.

Design 40

Design Scalability Systems Processing 40