VoltDB

OCTOBER 19, 2022

The post What is an Event-Driven Microservices Architecture? appeared first on Volt Active Data.

Architecture 52

Architecture 52

InfoQ

JUNE 16, 2023

Datadog created a dedicated data ingestion architecture offering exactly-once semantics for their third-generation event store, Husky. The event-driven architecture (EDA) can accommodate bursts in traffic in the multi-tenant platform with reasonable ingestion latency and acceptable operational costs. By Rafal Gancarz

Architecture 55

Architecture Scalability Latency Traffic 55

Strategic Tech

FEBRUARY 15, 2023

FThis article describes a pattern we have observed and applied in multi-team-scope architecture modernization initiatives, the Architecture Modernization Enabling Team (AMET). An AMET is a type of architecture enabling team that coordinates and upskills all teams and stakeholders in the modernization initiative.

Architecture 97

Architecture Innovation Airlines Technology 97

DZone

FEBRUARY 29, 2024

In the world of cloud computing and event-driven applications, efficiency and flexibility are absolute necessities. A proper architecture ensures that there are no bottlenecks in the movement of messages. A smooth flow of messages in an event-driven application is the key to its performance and efficiency.

Efficiency 258

Efficiency AWS Scalability Architecture 258

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le). It also detects new containers and injects OneAgent code modules into application pods.

Architecture 169

Architecture Availability Infrastructure Metrics 169

DZone

FEBRUARY 29, 2024

In the vibrant world of microservices and event-driven architectures, messaging queues have emerged as a critical component, enabling asynchronous communication, decoupling systems, and unlocking scalability. However, with a vibrant landscape of options, choosing the optimal queue can feel like navigating a complex maze.

Scalability 257

Scalability Architecture Systems Processing 257

DZone

JANUARY 8, 2024

Load balancing is a critical component in cloud architectures for various reasons. Additionally, load balancers enhance high availability and reliability by redirecting traffic to healthy servers in the event of a server failure, minimizing downtime, and ensuring accessibility. What Is Load Balancing?

Azure 275

Azure Scalability Traffic Performance 275

Dynatrace

APRIL 19, 2024

Pre-built custom dashboards enable the team to share the hourly billing data with development teams, giving them insights into how architecture and design decisions drive costs. These events require triage, analysis, and remediation by the owners of the affected resources.

AWS 220

AWS Analytics Cloud Monitoring 220

Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Migration is time-consuming and involved.

Architecture 231

Architecture Artificial Intelligence Cloud Open Source 231

DZone

OCTOBER 23, 2023

Reference data sources don’t always require ACID transaction capabilities, rather need support for fast read queries often based on simple data access patterns, and event-driven architecture to ensure the target systems remain up-to-date.

AWS 266

AWS Performance Database Architecture 266

Strategic Tech

SEPTEMBER 30, 2020

I’ve heard the opinion from many technical leaders that it is reasonable to expect a new hire to take upto 6 months to learn about the code, the domain, and the architecture before they become fully productive. I believe that self-documenting architecture would dramatically reduce one of the big costs in software development.

Architecture 75

Architecture Design Programming Software 75

Strategic Tech

APRIL 1, 2022

I’ve just created a new kata which you and your team/friends can use to practice your architecture and domain-driven design skills. All architecture decisions are ultimately driven by a company’s business model, so I think this is a sensible starting point.

Architecture 52

Architecture Software Architecture Strategy Design 52

Dynatrace

JANUARY 4, 2024

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. Causal AI is a different approach that goes beyond event correlations to understand the underlying reasons for trends and patterns. It uses fault-tree analysis to identify the component events that cause outcomes at a higher level.

Government 199

Government Analytics Benchmarking Storage 199

All Things Distributed

AUGUST 17, 2012

Back-to-Basics Weekend Reading - Staged Event-Driven Architecture. Staged Event-Driven Architecture. In a time when the debates on Threads vs Events were still rampant he came up with a practical and elegant approach of combining both, delivering excellent results. All Things Distributed. Comments (). Contact Info.

Architecture 98

Architecture AWS Internet Internet 98

Dynatrace

DECEMBER 13, 2023

Rexed, Singh, and Stull outline the importance of metrics, traces, logs, events, and the role they play in achieving full–context Kubernetes observability and driving automated responses in hybrid and multi-cloud environments.

Google 225

Google Cloud Infrastructure Metrics 225

Uber Engineering

SEPTEMBER 23, 2021

This article focuses on how we … The post Real-Time Exactly-Once Ad Event Processing with Apache Flink, Kafka, and Pinot appeared first on Uber Engineering Blog. With this new ability came new challenges that needed to be solved at Uber, such as systems for ad auctions, bidding, attribution, reporting, and more.

Processing 145

Processing Engineering Systems Architecture 145

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

OCTOBER 7, 2021

To get a better understanding of AWS serverless, we’ll first explore the basics of serverless architectures, review AWS serverless offerings, and explore common use cases. Serverless architecture: A primer. Serverless architecture shifts application hosting functions away from local servers onto those managed by providers.

Serverless 280

Serverless AWS Lambda Storage 280

Dynatrace

APRIL 30, 2019

At its heart it uses Istio (for traffic control) and Knative (for event driven tool orchestration) and stores all configuration in Git – following the GitOps approach. Beyond basic metrics: Detecting Architectural Regressions. Use this to detect any architectural regressions introduced through code or config changes.

Architecture 125

Architecture Open Source Azure Metrics 125

All Things Distributed

JUNE 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 109

Lambda Serverless AWS Architecture 109

O'Reilly

FEBRUARY 25, 2020

This is a keynote highlight from the O’Reilly Software Architecture Conference in New York 2020. You can also see other highlights from the event. Watch the full version of this keynote on the O’Reilly online learning platform.

Architecture 59

Architecture Software Architecture Software Software 59

All Things Distributed

MAY 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 105

Lambda Serverless AWS Architecture 105

O'Reilly Software

JUNE 12, 2018

The benefits of modeling data as events as a mechanism to evolve our software systems. In fact, before we even had the word microservices in our lexicon, back when it was just good old-fashioned service-oriented architecture, we were talking about data: how to access it, where it lives, who “owns” it.

Database 72

Database Cache Architecture Latency 72

Adrian Cockcroft

JANUARY 20, 2023

Here’s some predictions I’m making: Jack Dongarra’s efforts to highlight the low efficiency of the HPCG benchmark as an issue will influence the next generation of supercomputer architectures to optimize for sparse matrix computations. Next generation architectures will use CXL3.0 Next generation architectures will use CXL3.0

Architecture 52

Architecture Latency Benchmarking AWS 52

The Netflix TechBlog

NOVEMBER 14, 2023

Using fixed lookback windows to always reprocess data, assuming that most late-arriving events will occur within that window. Add alerts to flag when late arriving data appears, block the pipelines, and perform a manual intervention where we triggered backfill pipelines to handle the missed events. Some techniques we used were: 1.

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

OCTOBER 4, 2022

Grail architectural basics. The aforementioned principles have, of course, a major impact on the overall architecture. A data lakehouse addresses these limitations and introduces an entirely new architectural design. It’s based on cloud-native architecture and built for the cloud. But what does that mean?

Artificial Intelligence 267

Artificial Intelligence Analytics Storage Architecture 267

O'Reilly

FEBRUARY 26, 2020

People from across the software architecture world came together in New York for the O’Reilly Software Architecture Conference. Below you’ll find links to highlights from the event. The elephant in the architecture. Watch “ The elephant in the architecture “ Where do great architectures come from?

Software Architecture 72

Software Architecture Architecture Software Software 72

DZone

NOVEMBER 7, 2023

In the labyrinth of data-driven architectures, the challenge of data integration—fusing data from disparate sources into a coherent, usable form — stands as one of the cornerstones. As businesses amass data at an unprecedented pace, the question of how to integrate this data effectively comes to the fore.

Processing 177

Processing Architecture Technology Technology 177

Scalegrid

AUGUST 16, 2021

Data-driven applications span a wide breadth of complexity, from simple microservices to real-time event-driven systems under significant load. Modern application architectures such as the JAMstack enforce the separation […]. Guest post by Ben Hagan from PolyScale.ai

Cache 279

Cache DevOps Architecture Systems 279

Dynatrace

JANUARY 26, 2024

At a foundational level, we must understand what an ideal ZT architecture looks like. Dynatrace government customers share success stories During this portion of the event, the former U.S. They counseled to separate various elements into individual projects instead of a huge architecture implementation all at once.

Government 212

Government Artificial Intelligence Innovation Programming 212

Dynatrace

FEBRUARY 26, 2024

The event focused on empowering and informing our valued partner ecosystems by providing updates on strategy, market opportunities, cloud modernization, and a wealth of crucial insights. Recognizing partners During the Partner Summit, Dynatrace took a moment to celebrate partner achievements for tier promotions and service endorsements.

Artificial Intelligence 193

Artificial Intelligence IoT Programming Innovation 193

O'Reilly

FEBRUARY 26, 2020

This is a keynote highlight from the O’Reilly Software Architecture Conference in New York 2020. You can also see other highlights from the event. Watch the full version of this keynote on the O’Reilly online learning platform.

Architecture 56

Architecture Software Architecture Software Software 56

Dynatrace

OCTOBER 6, 2023

Table name Default bucket logs default_logs events default_events metrics default_metrics bizevents default_bizevents dt.system.events dt_system_events entities spans (in the future) The default buckets let you ingest data immediately, but you can also create additional custom buckets to make the most of Grail.

Artificial Intelligence 261

Artificial Intelligence Analytics Metrics Storage 261

O'Reilly Software

FEBRUARY 5, 2019

Watch highlights from expert talks covering cloud-native programming, software architecture career advice, and more. People from across the software architecture world are coming together in New York for the O'Reilly Software Architecture Conference. Below you'll find links to highlights from the event.

Software Architecture 100

Software Architecture Architecture Software Software 100

O'Reilly Software

JUNE 13, 2019

Experts explore software architecture security, design heuristics, Next Architecture, and more. Experts from across the software architecture world are coming together in San Jose for the O'Reilly Software Architecture Conference. Below you'll find links to highlights from the event. Next Architecture.

Software Architecture 89

Software Architecture Architecture Software Software 89

Dynatrace

MARCH 6, 2024

Furthermore, OneAgent observes and gathers all remaining workload logs, metrics, traces, and events. It lets us see events such as starts and traces in a standardized manner.” Dynatrace has made the reference IDP architecture available on GitHub for anyone to use.

Engineering 240

Engineering Development DevOps Infrastructure 240

InfoQ

FEBRUARY 1, 2024

Peter Lawrey discusses achieving vertical scalability by minimizing accidental complexity and using an event-driven architecture. By Peter Lawrey

Scalability 73

Scalability Efficiency Systems Architecture 73