The Netflix TechBlog

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Tuning 166

Tuning Latency Efficiency Storage 166

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. RabbitMQ follows a message broker model with advanced routing, while Kafkas event streaming architecture uses partitioned logs for distributed processing. What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

JUNE 5, 2020

Speed of management: with a single command you can manage hundreds or thousands of Dynatrace OneAgents almost instantaneously, wherever they are and whatever they are configured to do. The post Massively speed up OneAgent lifecycle management with the enhanced REST API (Preview) appeared first on Dynatrace blog.

Speed 182

Speed Virtualization Retail Monitoring 182

Dynatrace

FEBRUARY 10, 2023

IT pros need a data and analytics platform that doesn’t require sacrifices among speed, scale, and cost. Therefore, many organizations turn to a data lakehouse, which combines the flexibility and cost-efficiency of a data lake with the contextual and high-speed querying capabilities of a data warehouse. What is a data lakehouse?

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

FEBRUARY 23, 2022

In order for software development teams to balance speed with quality during the software development cycle (SDLC), development, security, and operations teams (or DevSecOps teams) need to ensure that their practices align with modern cloud environments. That can be difficult when the business climate can prioritize speed.

Serverless 312

Serverless Infrastructure Innovation DevOps 312

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. This drive for speed has a cost: 22% of leaders admit they’re under so much pressure to innovate faster that they must sacrifice code quality. – blog.

DevOps 246

DevOps Best Practices Innovation Strategy 246

Dynatrace

MAY 15, 2020

Overcoming the barriers presented by legacy security practices that are typically manually intensive and slow, requires a DevSecOps mindset where security is architected and planned from project conception and automated for speed and scale throughout where possible. Challenge: Monitoring processes for anomalous behavior.

Government 278

Government DevOps Infrastructure Network 278

Dynatrace

OCTOBER 7, 2021

Speed is next; serverless solutions are quick to spin up or down as needed, and there are no delays due to limited storage or resource access. Using a low-code visual workflow approach, organizations can orchestrate key services, automate critical processes, and create new serverless applications. Improving data processing.

Serverless 325

Serverless AWS Lambda Storage 325

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. GitOps improves speed and scalability. Dynatrace news. What is GitOps?

DevOps 278

DevOps Infrastructure Speed Cloud 278

Dynatrace

AUGUST 9, 2019

Welcome back to the blog series in which we summarize the findings of our Autonomous Cloud Management survey. In software delivery, every manual process introduces a delay in getting a release out the door. DevOps automation is about automating manual processes using technology to make them repeatable. Dynatrace news.

Speed 147

Speed Innovation DevOps Cloud 147

Dynatrace

FEBRUARY 24, 2021

Cloud-native environments bring speed and agility to software development and operations (DevOps) practices. But with that speed and agility comes new complications and complexity, all while maintaining performance and reliability with less than 1% down-time per year. Both practices live by the same overarching tenets. Reduced latency.

DevOps 268

DevOps Software Engineering Speed Google 268

Dynatrace

OCTOBER 15, 2020

The scale and speed of the program triggered challenges for these banks that they had never before imagined. Speed up loan processing to deliver critically needed relief to small businesses? Full speed ahead. The post Billion-dollar problem solved through 21-day digital transformation appeared first on Dynatrace blog.

Small Business 264

Small Business Programming Analytics Speed 264

Dynatrace

JANUARY 23, 2024

Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. Teams face siloed processes and toolsets, vast volumes of data, and redundant manual tasks. What is explainable AI?

Performance 246

Performance DevOps Innovation Artificial Intelligence 246

Dynatrace

FEBRUARY 13, 2020

We’re able to help drive speed, take multiple data sources, bring them into a common model and drive those answers at scale.”. Ability to create custom metrics and events from log data, extending Dynatrace observability to any application, script or process. We’ve seen a doubling of Kubernetes usage in the past six months,” Steve said.

Performance 278

Performance Mobile Analytics Innovation 278

Dynatrace

MAY 16, 2019

In this blog series we’ll share what we’ve learned so far. The size and complexity of today’s cloud environments will continue to expand with the speed and innovation required to remain competitive. Labor costs and cycle times slowed down by manual process errors is the wrong answer. And how about your processes?

Innovation 247

Innovation Cloud DevOps Best Practices 247

Dynatrace

APRIL 19, 2021

Dynatrace enables our customers to tame cloud complexity, speed innovation, and deliver better business outcomes through BizDevSecOps collaboration. Whether it’s the speed and quality of innovation for IT, automation and efficiency for DevOps, or enhancement and consistency of user experiences, Dynatrace makes it easy.

DevOps 279

DevOps Innovation Speed Infrastructure 279

Dynatrace

JUNE 10, 2022

“As code” means simplifying complex and time-consuming tasks by automating some, or all, of their processes. In turn, IAC offers increased deployment speed and cross-team collaboration without increased complexity. But this increased speed can’t come at the expense of control, compliance, and security.

Best Practices 264

Best Practices Infrastructure Code Speed 264

Scalegrid

JANUARY 30, 2019

In this blog post, we examine how to understand and interpret this value in various situations. SBM will also be NULL if the IO Thread is stopped, provided the SQL Thread has already processed all events from the relay log. SBM is going to reflect a valid value (>= 0) when the SQL Thread is actively processing events.

Speed 197

Speed Azure Network Monitoring 197

Dynatrace

FEBRUARY 4, 2025

Davis CoPilot is great for guiding new and occasional users New users can quickly get up to speed with Dynatrace by asking Davis CoPilot for help with basic commands, setup instructions, and troubleshooting tips. The conversational interface provides step-by-step guidance, making the onboarding process smoother and more efficient.

Database 130

Database Efficiency Availability Speed 130

Dynatrace

OCTOBER 4, 2022

Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. As a result, we created Grail with three different building blocks, each serving a special duty: Ingest and process. Ingest and process with Grail.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

AUGUST 29, 2024

Both methods allow you to ingest and process raw data and metrics. Critical data includes the aircraft’s ICAO identifier , squawk code, flight callsign, position coordinates, altitude, speed, and the time since the last message was received. Sample JSON data is shown below: Figure 4.

IoT 264

IoT Analytics Transportation Metrics 264

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. You can leverage as few as two segment hosts and scale to an unlimited capacity.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Percona

JANUARY 4, 2023

Last time I blogged about the New WAL Archive Module/Library feature available in PostgreSQL 15 , which is quite transformative in how WALs are archived today in PostgreSQL. In this blog, I would like to highlight some of them which solve great operational challenges for many of the PostgreSQL users. -rw Thanks to Community!

Speed 142

Speed Monitoring Availability Code 142

Dynatrace

APRIL 30, 2021

At Perform 2021, Dynatrace product manager Michael Winkler sat down with Atlassian’s DevOps evangelist, Ian Buchanan, to talk about how you can achieve speed, stability, and scale in your DevOps toolchain as you optimize your practices on the path to self-service. How to approach transforming your DevOps processes.

DevOps 246

DevOps Speed Efficiency Code 246

Dynatrace

OCTOBER 4, 2024

Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This process begins when the developer merges a code change and ends when it is running in a production environment.

Software 278

Software Software Development Performance 278

Dynatrace

MAY 15, 2019

If you want to get up to speed, check out my recent Performance Clinics: “ AI-Powered Dashboarding ” and “ Advanced Business Dashboarding and Analytics ”. An excel sheet with services/process and such and who was responsible for them was already in existence but can get to be a pain to find and open it up, and hope that it was updated”.

Analytics 52

Analytics Speed Infrastructure Servers 52

Dynatrace

MAY 3, 2021

According to DevOps.org : The purpose and intent of DevSecOps is to build an organizational culture in which everyone is responsible for security with the goal of safely distributing security decisions at speed and scale to those who hold the highest level of context without sacrificing the safety required.

Code 237

Code DevOps Speed Government 237

Dynatrace

JUNE 8, 2022

By providing customers the most comprehensive, intelligent, and easy-to-deploy observability solution in the market, Dynatrace and Microsoft have laid the groundwork for organizations to successfully migrate to cloud environments and continuously modernize with speed and scalability. This monitoring is ongoing.

Azure 246

Azure Cloud Virtualization Innovation 246

Dynatrace

OCTOBER 3, 2024

Dynatrace Davis ® AI will process logs automatically, independent of the technique used for ingestion. This empowers application teams to gain fast and relevant insights effortlessly, as Dynatrace provides logs in context, with all essential details and unique insights at speed. The same is true when it comes to log ingestion.

Performance 290

Performance Architecture Innovation Latency 290

Dynatrace

JULY 25, 2019

Whether you’re rolling back a release or applying a hotfix, Flow Designer increases speed and creates consistency in the delivery cycle. As a first use case, let’s explore how your DevOps teams can prevent a process crash from taking down services across an organization—in five easy steps. Slow microservices.

Systems 234

Systems DevOps Design Google 234

Dynatrace

FEBRUARY 10, 2021

Organizations are shifting towards cloud-native stacks where existing application security approaches can’t keep up with the speed and variability of modern development processes. When Dynatrace automatically detects a vulnerable library, it also identifies all processes affected by this vulnerability to assess the risk.

Java 264

Java Open Source Engineering Database 264

Dynatrace

MARCH 22, 2021

As you think about how to evolve your processes to include security as an equal, third party in your development-operations partnership, it will be helpful to understand these six key ways that adopting DevSecOps can boost your entire software delivery life cycle. Both DevOps and DevSecOps prioritize simplifying processes through automation.

DevOps 235

DevOps Speed Infrastructure Software 235

Dynatrace

APRIL 27, 2022

The continued growth of e-commerce has led to digital transformation moving at unprecedented speeds, as retailers compete for the attention of over 2.1 To overcome this, organizations are looking to automate as many of the processes within cloud-native delivery as possible. Dynatrace news. billion online shoppers.

Retail 246

Retail Cloud Speed Strategy 246

Dynatrace

JULY 22, 2020

Can mount a volume to speed up injection for subsequent pods. Copies image layer into Docker image during build process. Cloud-native software design, much like microservices architecture, is founded on the premise of speed to delivery via phases, or iterations. Pods can be selected by using namespaces or pod-level annotations.

Government 243

Government Innovation Strategy Speed 243

Dynatrace

AUGUST 29, 2022

1: Observability is more of an attribute than a process . RIA’s survey found adoption is accelerating as companies standardize their telemetry collection processes. The post Dynatrace named global winner for best observability platform by Research in Action in their 2022 Vendor Selection Matrix™ appeared first on Dynatrace blog.

Strategy 264

Strategy Open Source Metrics Cloud 264

Dynatrace

APRIL 9, 2020

Here, I want to demonstrate how some of our Dynatrace customers in LATAM are using our platform to adapt, change and improve their processes to confront this unique situation with case study examples from various industries: 1. The post LATAM COVID-19 readiness appeared first on Dynatrace blog. SERVICE PROVIDER.

Retail 255

Retail Government Infrastructure Mobile 255

Dynatrace

JULY 5, 2022

As organizations look to speed their digital transformation efforts, automating time-consuming, manual tasks is critical for IT teams. AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. Dynatrace news.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325