DZone

FEBRUARY 29, 2024

In the world of cloud computing and event-driven applications, efficiency and flexibility are absolute necessities. A smooth flow of messages in an event-driven application is the key to its performance and efficiency. A critical component of such an application is message distribution.

Efficiency 258

Efficiency AWS Scalability Architecture 258

Dynatrace

MAY 17, 2022

In addition to logs, and events, Dynatrace surfaces logs streamed from Fluentd so that you can analyze those logs in context with traces and services. The post Flexible, scalable, self-service Kubernetes native observability now in General Availability appeared first on Dynatrace blog.

Availability 313

Availability Scalability Cloud Metrics 313

Percona

OCTOBER 20, 2023

You can read part one here: Scalable Solutions With Percona Distribution for PostgreSQL: Set Up Three PostgreSQL Database Instances. Check the “ Scalable Solutions with Percona Distribution for PostgreSQL (Part 1) ” blog post to set up three nodes. event_time: A timestamp to record when the event occurred.

Scalability 94

Scalability Database Open Source Systems 94

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

SEPTEMBER 26, 2019

Good luck monitoring an event like this. Monitoring dynamic, distributed environments often results in costly monitoring solution choices for developers seeking scalability, but your monitoring solution doesn’t have to be expensive.

Monitoring 100

Monitoring Metrics Open Source Scalability 100

High Scalability

JUNE 15, 2020

Over the last 3 years, the TripleLift data pipeline scaled from processing millions of events per day to processing billions. In this article, we'll mostly be focusing on the current state of this multi-billion event pipeline.

Processing 206

Processing Data Engineering Engineering Efficiency 206

Percona

MARCH 21, 2023

We want to improve our ability to replicate your data and limit replication to row-based events securely, wherein we do not have control over the source(s). Another feature, REQUIRE ROW FORMAT, was added in MySQL 8.0.19, limiting replication to row-based replication events. In this blog, I’ll discuss the use case for replication.

Storage 89

Storage Open Source Database Engineering 89

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

DZone

JANUARY 2, 2024

The communication framework is decoupled, scalable, and dynamic, making it useful for addressing complex software requirements in modern application development. This decoupling is facilitated through a central component known as the message broker or event bus, which manages the delivery of messages.

Architecture 188

Architecture Software Architecture Scalability Design 188

Dynatrace

OCTOBER 10, 2023

Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient. SREs invest significant effort in enhancing software reliability, scalability, and dependability. However, this is highly unlikely.

Engineering 222

Engineering DevOps Innovation Strategy 222

Dynatrace

JANUARY 31, 2024

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. Understanding the context. OpenPipeline unifies the ingestion of data sent to Dynatrace from any source in any format.

Analytics 192

Analytics Processing Transportation Storage 192

The Netflix TechBlog

MARCH 5, 2019

Challenges & Opportunities in the Infra Data Space Security Events Platform for Anomaly Detection How can we develop a complex event processing system to ingest semi-structured data predicated on schema contracts from hundreds of sources and transform it into event streams of structured data for downstream analysis?

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

High Scalability

FEBRUARY 27, 2019

However, having our analytics events in BigQuery is not enough. In part one , we described our Analytics data ingestion pipeline, with BigQuery sitting as our data warehouse. Most importantly, data needs to be served to our end-users.

Analytics 174

Analytics 174

High Scalability

JUNE 22, 2018

using them to respond to storage events on s3 or database events or auth events is super easy and powerful. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading).

Internet 113

Internet Internet Scalability Artificial Intelligence 113

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. Triggering the Lambda function is event-driven and could include changes in state or an update to a file. What is a Lambda serverless function? What is Lambda Response Streaming?

Lambda 212

Lambda AWS Serverless Latency 212

DZone

FEBRUARY 24, 2023

This is widely used to build event-driven systems or decouple services on AWS. Benefits of Amazon SQS Amazon SQS is a highly reliable and scalable message queuing service that enables you to reliably connect your applications. It provides the following benefits:

Architecture 235

Architecture AWS Scalability Systems 235

The Netflix TechBlog

MARCH 7, 2024

Under the hood, Titus is powered by Kubernetes , but it provides a thick layer of enhancements over off-the-shelf Kubernetes, to make it more observable , secure , scalable , and cost-efficient. Explainer flow is event-triggered by an upstream flow, such Model A, B, C flows in the illustration.

Systems 226

Systems Media Cache Open Source 226

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events.

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

OCTOBER 7, 2021

Scalability. Finally, there’s scalability. Amazon S3: The Simple Storage Service stores and retrieves data from anywhere with scalability, data availability, security, performance, and a high degree of durability. Enhancing event ingestion. AWS offers four serverless offerings for storage. Improving data processing.

Serverless 276

Serverless AWS Lambda Storage 276

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 258

Artificial Intelligence Analytics Metrics Storage 258

Dynatrace

MARCH 14, 2023

The Dynatrace Software Intelligence Platform accelerates cloud operations, helping organizations achieve service-level objectives (SLOs) with automated intelligence and unmatched scalability. Saving your cloud operations and SRE teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time.

AWS 278

AWS Lambda Serverless Virtualization 278

O'Reilly Software

JUNE 12, 2018

The benefits of modeling data as events as a mechanism to evolve our software systems. Enter streams of events, specifically the kinds of streams that technology like Kafka makes possible. Continue reading Microservices, events, and upside-down databases. The concepts may well seem odd at first, but stick with them.

Database 72

Database Cache Architecture Latency 72

Dynatrace

AUGUST 21, 2023

A traditional log management solution uses an often manual and siloed approach, which limits scalability and ultimately hinders organizational innovation. These solutions often provide better scalability and performance than on-premises solutions, while still providing broad infrastructure coverage. Reduce costs and inefficiencies.

Analytics 144

Analytics Innovation Infrastructure Scalability 144

Dynatrace

DECEMBER 14, 2023

Dynatrace provides powerful AI-based observability, putting all your infrastructure, applications, and events in context. This combination helps organizations deliver reliable, scalable, and secure applications in the cloud. reduction in critical severity vulnerabilities for enterprise customers.

AWS 258

AWS Innovation Speed Efficiency 258

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. How does function as a service affect scalability? But what is FaaS? What is FaaS?

Development 247

Development Serverless Best Practices Lambda 247

The Netflix TechBlog

APRIL 27, 2023

While we were able to put out the immediate fire by disabling the newly created alerts, this incident raised some critical concerns around the scalability of our alerting system. It became clear to us that we needed to solve the scalability problem with a fundamentally different approach. OK, Results?

Storage 288

Storage Cache Metrics Database 288

Dynatrace

NOVEMBER 7, 2023

The old saying in the software development community, “You build it, you run it,” no longer works as a scalable approach in the modern cloud-native world. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery. Automation, automation, automation.

Engineering 270

Engineering DevOps Best Practices Infrastructure 270

Dynatrace

JANUARY 22, 2024

While traditional AI relies on finding correlations in data, causal AI aims to determine the precise underlying mechanisms that drive events and outcomes. Therefore, causal AI is a useful deterministic AI technique that provides concrete answers about the source of events, not probabilistic outputs.

Artificial Intelligence 204

Artificial Intelligence Healthcare Retail Government 204

Dynatrace

MARCH 6, 2024

It is based on the IBM AS/400 system and is known for its reliability, scalability, and security features. Get a health overview of each system Monitor your system’s performance and detect unexpected events such as IPLs, CPU spikes, and exceeded total job limits. Identify users who are consuming the most spooling files.

Monitoring 231

Monitoring Infrastructure Metrics Analytics 231

Dynatrace

JANUARY 17, 2024

By adopting a cloud- and edge-based AI approach, teams can benefit from the flexibility, scalability, and pay-per-use model of the cloud while also reducing the latency, bandwidth, and cost of sending AI data to cloud-based operations. Causal AI is a technique that determines the precise root causes and effects of events or behaviors.

Strategy 219

Strategy Artificial Intelligence Storage Cloud 219

The Netflix TechBlog

MARCH 10, 2023

After reading the asset ids using one of the ways, an event is created per asset id to be processed synchronously or asynchronously based on the use case. For asynchronous processing, events are sent to Apache Kafka topics to be processed. Asynchronous Flow : Data processor consumes the data events sent by the data extractor.

Media 237

Media Traffic Processing Design 237

Alex Podelko

DECEMBER 19, 2019

To facilitate discussions, in addition to Q&A, we have panels, “Meeting of the Minds” sessions, and networking events. The conference is not very large nowadays – which is actually a blessing for attendees: you don’t need to get through a huge crowd to ask your question / have a short conversation. See you there!

Efficiency 100

Efficiency Artificial Intelligence Scalability Performance 100

Dynatrace

MAY 3, 2024

With this out-of-the-box support for scalable data ingest, log data is immediately available to your teams for troubleshooting and observability, investigating security issues, or auditing.

Cloud 214

Cloud Lambda AWS Analytics 214

DZone

SEPTEMBER 14, 2023

For the need of real-time monitoring, threat tracing, and alerting, they require a log analytic system that can automatically collect, store, analyze, and visualize logs and event records.

Analytics 124

Analytics Storage Architecture Scalability 124

Dynatrace

JUNE 5, 2023

Organizations are increasingly moving to multicloud environments and adopting microservices to increase the efficiency, reliability, and scalability of their applications and services. As Berger noted, they require contextual information that describes the following: When an event is occurring. Information on next steps.

Engineering 184

Engineering Speed Monitoring Efficiency 184

Dynatrace

AUGUST 9, 2023

With up to 70% of security events going uninvestigated, security analysts need all the help they can get. After a security event, many organizations often don’t know for months (or even years) when why or how it happened. Teams must evolve to continuously create reliable, automated responses based on precise data-driven insights.

Analytics 215

Analytics Metrics Database Storage 215

Percona

DECEMBER 28, 2023

New functionality See what you can do with the Audit Log Filter plugin: Configure rule-based auditable events filtering. You can filter events based on a user account, audit event class name, audit event subclass name, and audit event fields (database name, table name, operation status, and so on).

Open Source 107

Open Source Database Servers Storage 107