Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

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. Get started.

Serverless 238

Serverless Azure Monitoring Lambda 238

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 121

Serverless Software Architecture Virtualization Database 121

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. Get started.

Serverless 142

Serverless Azure Monitoring Lambda 142

Dynatrace

MAY 23, 2022

However, in a monolithic architecture, you can avoid additional costs associated with interservice communication, service discovery and registration, load balancing, distributed logging, distributed performance monitoring and management, and data management. Monolithic architecture cons. What is microservices architecture?

Architecture 197

Architecture DevOps Monitoring Programming 197

Adrian Cockcroft

JANUARY 17, 2022

I contributed ideas to the WAS and helped shepherd it through the release process as executive sponsor for the cross Amazon and AWS team that wrote and released it. Coming up on Jan 26, 2022 I’ll be presenting at the online OReilly Software Architecture Superstream event.

Serverless 98

Serverless Hardware AWS Architecture 98

Dynatrace

SEPTEMBER 16, 2019

You’ll be introduced to modern software architecture concepts, containers, feature flags, CI/CD pipeline tools, container orchestration tools, runbook automation tools and much more. During the Performance as a Self-service lab you’ll learn how to make performance part of your delivery pipeline.

Cloud 137

Cloud Education Monitoring Software Architecture 137

ScaleOut Software

NOVEMBER 24, 2020

Here’s a typical telematics architecture for processing telemetry from a fleet of trucks: Each truck today has a microprocessor-based sensor hub which collects key telemetry, such as vehicle speed and acceleration, engine parameters, trailer parameters, and more. ” “Which trucks have abnormally high oil temperature?”

Analytics 52

Analytics Architecture Scalability Software Architecture 52

SQL Performance

JULY 8, 2021

Consider this design: The data behind this example requires counting and processing the entire dataset in order to report the number of results. Michael J Swart is a passionate database professional and blogger who focuses on database development and software architecture. About the Author.

Design 92

Design Software Architecture Database Servers 92

O'Reilly

OCTOBER 31, 2019

Quantum supremacy itself is a simple concept: it means performing a computation that could not be performed on a classical computer. Google performed a computation in a few minutes (3 minutes, 20 seconds to be precise ) that would have taken more than 10,000 years on the most powerful computers we currently have.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Strategic Tech

DECEMBER 20, 2020

Product features leverage domain information and services A product feature may display information such as a bank balance, or perform actions like adding funds to a bank balance. When a user uses a product feature that performs an action, business rules will be activated in the domain which are associated to business entities.

Architecture 98

Architecture Design Technology Technology 98

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. Hygiene before health. The Intellyx Take. Quality user journeys are at a genuine crossroads.

Retail 52

Retail Website Infrastructure Software Architecture 52

O'Reilly

FEBRUARY 2, 2020

Source code is relatively less important compared to typical applications; the training data is what determines how the model behaves, and the training process is all about tweaking parameters in the application so that it delivers correct results most of the time. Second, the behavior of AI systems changes over time.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

ScaleOut Software

AUGUST 18, 2018

In previous blogs , we have explored the power of the digital twin model for stateful stream-processing. Digital twins are software abstractions that track the behavior of individual devices in IoT applications. They combine an event handling function with state information about each device.

IoT 45

IoT Ecommerce Analytics Latency 45

Smashing Magazine

NOVEMBER 22, 2021

Improving The Performance Of Wix Websites (Case Study). Improving The Performance Of Wix Websites (Case Study). It was at this point that we realized we needed to make a significant change in our approach towards performance, and that we must embrace performance as part of our culture. Dan Shappir. Large preview ).

Website 126

Website Performance Google Media 126

ScaleOut Software

AUGUST 18, 2018

In previous blogs , we have explored the power of the digital twin model for stateful stream-processing. Digital twins are software abstractions that track the behavior of individual devices in IoT applications. They combine an event handling function with state information about each device.

IoT 40

IoT Ecommerce Analytics Latency 40

Strategic Tech

MAY 24, 2019

how to design software architectures and organise teams around them. performance, security) UX / Brand Perception: design decisions which have an impact on how users experience the system I’ve recently been collating some of the variables which exist in each of these areas, and they are presented in the remainder of this article.

Design 45

Design Software Architecture Strategy Technology 45

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. We live in the era of the connected experience, where our daily interactions with the world can be digitized, collected, processed, and analyzed to generate valuable insights. Accumulating all this data to process overnight is not an option anymore.

Architecture 80

Architecture Scalability Google Operating System 80

Strategic Tech

NOVEMBER 24, 2020

High-performing technology organisations are characterised by decentralisation: autonomous teams, masters of the problem space, who own products or features. The traditional EA role of documenting business processes and capabilities serves a purposes. My observation is that EA has not evolved to support modern operating models.

Architecture 72

Architecture DevOps Technology Technology 72

The Agile Manager

SEPTEMBER 30, 2020

The threat of lost cash flows from their captive film distribution and processing operations in major drug store chains (pursuit of digital photography by a film company meant loss of lucrative revenue to film distributors and processors) was sufficient to cow Kodak executives into not betting the business.

Hardware 52

Hardware Social Media Media Strategy 52

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. In fact, Software Design EventStorming is like a DSL for designing business processes that translate directly into code.

Software Engineering 80

Software Engineering Design Engineering Software 80

O'Reilly Software

OCTOBER 23, 2018

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." The ones I focus on most are scalability, availability, maintainability, manageability, monitorability, extensibility, interoperability, portability, security, and performance. Solid doesn't mean inflexible.

Strategy 100

Strategy Architecture Technology Technology 100

Tasktop

APRIL 8, 2021

Bottlenecks from internal processes and a dated software architecture severely affected morale. Learn the 12-steps to running a high-performing technology organization within a large-scale enterprise and how to get started: Part I: Drive business outcomes. Culture was blamed for the lack of results.

Innovation 52

Innovation DevOps Analytics Scalability 52

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

DECEMBER 4, 2016

Modern software usually involves running tasks that invoke services. If the service is subjected to intermittent heavy loads, it can cause performance or reliability issues. The service retrieves the messages from the queue and processes them. The queue acts as a buffer , storing the message until it is retrieved by the service.

Design 47

Design Azure Scalability Latency 47

cdemi

MAY 8, 2016

If used correctly, this pattern can improve performance and help maintain consistency between the cache and the underlying data store. It may be beneficial to have the application prepopulate the cache as part of the startup process. This post is part of a Design Patterns series. Reading Data. Consistency.

Cache 54

Cache Design C++ Processing 54

Strategic Tech

JULY 22, 2019

look for key business events which indicate state changes between different parts of the business process. You are free to return to the previous activity and update your candidate contexts or perform a second iteration of EventStorming. create the simple-but-naive model by breaking up the timeline into sequential steps.

Design 76

Design Systems Strategy Processing 76

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. We heard many stories about difficulties related to data access and basic data processing. While a typical machine learning workflow running on Metaflow touches only a small shard of this warehouse, it can still process terabytes of data.

Open Source 232

Open Source AWS Infrastructure Energy 232

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. Systems that use the Competing Consumer Pattern should ensure that message processing is idempotent.

Design 40

Design Scalability Systems Processing 40

O'Reilly

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

The Netflix TechBlog

MAY 19, 2023

Netflix Modeling Challenges Before Caveats SpiceDB, being a Relationship Based Access Control (ReBAC) system, expected authorization checks to be performed against the existence of a specific relationship between objects. A cleanup process to prune stale relationships from the database. This is a Caveated SpiceDB relationship.

Cache 249

Cache Google Open Source Systems 249

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. We heard many stories about difficulties related to data access and basic data processing. While a typical machine learning workflow running on Metaflow touches only a small shard of this warehouse, it can still process terabytes of data.

Open Source 134

Open Source AWS Infrastructure Energy 134

The Netflix TechBlog

JULY 12, 2019

delivering a large amount of business value in the process. 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. scheduled to launch next week) would get events automatically injected into the processing queue.

Cache 183

Cache Architecture Latency Engineering 183

The Netflix TechBlog

MARCH 10, 2020

by Damir Svrtan and Sergii Makagon As the production of Netflix Originals grows each year, so does our need to build apps that enable efficiency throughout the entire creative process. This decision was not geared by performance issues?—?but UserRepository) Interactors are classes that orchestrate and perform domain actions?—?think

Architecture 345

Architecture Transportation Java Strategy 345

Abhishek Tiwari

JULY 20, 2019

Specialisation could be around products, business process, or technologies. One way to create a Spotify model inspired engineering organisation is to organise long-lived squads by retail business process hubs - i.e. specialisation around business process. Is it possible to draw inspiration from outside of software engineering?

Engineering 61

Engineering Retail Airlines Healthcare 61

Tasktop

OCTOBER 30, 2019

Scott Havens, Senior Director of Engineering at Mode Operandi, highlighted the benefits of event-based systems over legacy approaches, and how software architecture should be just as beautiful as the clothes on sale. Just look at how ugly that service-oriented architecture is!” Photo credit: @DOES_USA. Roberts agreed.

DevOps 8

DevOps Education Innovation Metrics 8

All Things Distributed

APRIL 27, 2011

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. The storage systems weve pioneered demonstrate extreme scalability while maintaining tight control over performance, availability, and cost. It is deeply integrated into everything we do.

Technology 151

Technology Technology AWS Storage 151