The Netflix TechBlog

MARCH 5, 2019

Central engineering teams enable this operational model by reducing the cognitive burden on innovation teams through solutions related to securing, scaling and strengthening (resilience) the infrastructure. All these micro-services are currently operated in AWS cloud infrastructure.

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

Dynatrace

APRIL 21, 2022

Now, Dynatrace has gone a step further and expanded its coverage and intelligent observability into the next layer: database infrastructure. Easily track the health and performance of database servers with AI support. Enrich database performance KPIs with business analytics.

Database 241

Database DevOps Analytics Servers 241

Scalegrid

JANUARY 8, 2024

The partnership between AI and cloud computing brings about transformative trends like enhanced security through intelligent threat detection, real-time analytics, personalization, and the implementation of edge computing for quicker on-site decision-making. Key among these trends is the emphasis on security and intelligent analytics.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

APRIL 13, 2023

Log auditing—and its investigative partner, log forensics—are becoming essential practices for securing cloud-native applications and infrastructure. As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging.

Analytics 187

Analytics Java Infrastructure Cloud 187

Dynatrace

NOVEMBER 6, 2023

As an example, many retailers already leverage containerized workloads in-store to enhance customer experiences using video analytics or streamline inventory management using RFID tracking for improved security. ActiveGate acts as a secure proxy and compresses and routes observability signals in an optimized manner to Dynatrace servers.

Retail 260

Retail Analytics Storage Cloud 260

Dynatrace

JUNE 5, 2023

With its ability to handle SSL offloading, distribute traffic across multiple servers, and provide security features like DDoS protection, application firewall, and SSL VPN, organizations of all sizes rely on F5 BIG-IP LTM to improve application performance, availability, and security.

Traffic 196

Traffic Virtualization Metrics Monitoring 196

Dynatrace

NOVEMBER 3, 2023

address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: are automatically distributed to a group of ActiveGates, balancing the load automatically and switching workloads in case of infrastructure failure, to assure continued monitoring execution. Extensions 2.0

Technology 248

Technology Technology Scalability Availability 248

Dynatrace

OCTOBER 23, 2023

Determining the root cause of these issues can be difficult when the underlying “hardware” is a virtualization software stack rather than a bare-metal server. Hyper-V is a critical component in the Windows ecosystem that necessitates full-context observability for actionable insights and proactive management.

Efficiency 216

Efficiency Virtualization Hardware Performance 216

Dynatrace

DECEMBER 15, 2022

ITOps is an IT discipline involving actions and decisions made by the operations team responsible for an organization’s IT infrastructure. Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure. What is ITOps?

Artificial Intelligence 204

Artificial Intelligence DevOps Hardware Virtualization 204

Dynatrace

APRIL 25, 2023

However, serverless applications have unique characteristics that make observability more difficult than in traditional server-based applications. These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing.

Serverless 209

Serverless Lambda Azure AWS 209

Dynatrace

FEBRUARY 14, 2022

Building on its advanced analytics capabilities for Prometheus data , Dynatrace now enables you to create extensions based on Prometheus metrics. Multiple Prometheus servers might be required, creating significant maintenance efforts. Reduce alert noise and accelerate your mean time to repair (MTTR) for infrastructure incidents.

Technology 219

Technology Technology Metrics Infrastructure 219

Dynatrace

MARCH 24, 2023

Containers enable developers to package microservices or applications with the libraries, configuration files, and dependencies needed to run on any infrastructure, regardless of the target system environment. And organizations use Kubernetes to run on an increasing array of workloads. The post What is container orchestration?

Infrastructure 188

Infrastructure Open Source Operating System Cloud 188

Dynatrace

DECEMBER 15, 2022

As with all other log ingestion configurations, these examples work seamlessly with the new Log Management and Analytics powered by Grail that provides answers with any analysis at any time. Typically, these are streamed to a central syslog server. Log ingestion strategy no. 1: Welcome syslog, with the help of Fluentd.

Strategy 182

Strategy AWS Open Source Transportation 182

Scalegrid

JANUARY 20, 2020

Data Analytics. In most cases, the culprit turns out to be an analytics job that is accessing tons of data and ends up slowing down the entire system. Here are the two options we typically suggest: If the analytics job is running on the primary/master server, move it to a secondary/replica server. The best part?

Analytics 185

Analytics Storage Database Systems 185

Dynatrace

JANUARY 31, 2024

Data dependencies and framework intricacies require observing the lifecycle of an AI-powered application end to end, from infrastructure and model performance to semantic caches and workflow orchestration. million AI server units annually by 2027, consuming 75.4+ terawatt hours yearly—more than the annual consumption of some countries.

Cache 206

Cache Azure Infrastructure Monitoring 206

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. This includes servers, applications, software platforms, and websites. Get ready for actionable insights that balance technical depth with practical advice.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

APRIL 7, 2023

Despite being serverless, the function still requires infrastructure on which to run. The difference is the owner of the Lambda function does not have to worry about provisioning and managing servers. Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications.

Lambda 218

Lambda AWS Serverless Latency 218

Dynatrace

APRIL 26, 2022

Gartner estimates that by 2025, 70% of digital business initiatives will require infrastructure and operations (I&O) leaders to include digital experience metrics in their business reporting. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 205

Monitoring Social Media IoT Metrics 205

Dynatrace

JANUARY 28, 2021

For today’s highly dynamic and exceedingly complex production environments, performance problems that are evident at the service level (for example, slow response times or failed requests) are often the result of underlying (cloud) infrastructure issues. TCP Server. // Start TCP server. conn, _ := listener.Accept().

Traffic 168

Traffic Open Source Servers Cloud 168

Scalegrid

JUNE 6, 2019

The platform allows MySQL AWS administrators to automate their time-consuming database operations in the cloud and improve their performance with high availability, disaster recovery, polyglot persistence, and advanced monitoring and analytics.

AWS 191

AWS Cloud Open Source Virtualization 191

Dynatrace

MAY 13, 2021

Dynatrace allows you to unify tracing analytics across teams and hybrid-clouds, provides robust enterprise-scale and secure trace capture and processing, and Davis AI based answers across traces, metrics, logs, behavioral information and more. The world service uses the custom web server? Server-side service monitoring? >?

Java 157

Java Analytics Metrics Database 157

Dynatrace

MAY 27, 2022

At Dynatrace Perform 2022 , David Walker, a Lockheed Martin Fellow, and William Swofford, a full-stack engineer at Lockheed Martin, discuss how to create a self-diagnosing and self-healing IT server environment using this AIOps combination for auto-baselining, auto-remediation, monitoring as code, and more. An example of the self-healing web.

Artificial Intelligence 188

Artificial Intelligence Innovation Servers Database 188

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Yet many customers struggle with the vast amount of data that Prometheus provides, both in terms of scaling the Prometheus infrastructure as well as producing and maintaining its value. Stay tuned. Seeing is believing. New to Dynatrace?

Open Source 256

Open Source Metrics Analytics Tuning 256

Dynatrace

DECEMBER 27, 2022

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release and where engineers should focus their time. In this example, “Reverse proxy” and “Front-end server” are clearly in the critical path. SLOs aid decision making. SLOs promote automation.

Software 265

Software Software Benchmarking Latency 265

ScaleOut Software

JULY 19, 2021

Real-Time Device Tracking with In-Memory Computing Can Fill an Important Gap in Today’s Streaming Analytics Platforms. We are increasingly surrounded by intelligent IoT devices, which have become an essential part of our lives and an integral component of business and industrial infrastructures. The list goes on.

IoT 78

IoT Analytics Big Data Architecture 78

High Scalability

FEBRUARY 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today. Learn more and join today.

Software 125

Software Software Analytics Infrastructure 125

High Scalability

MARCH 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today. Learn more and join today.

Software 122

Software Software Analytics Infrastructure 122

Dynatrace

FEBRUARY 28, 2022

We’ve architected this virtual university to align to all Dynatrace Platform modules – from infrastructure monitoring and digital experience management to cloud automation and business analytics. Students can access guides and labs, interactive virtual servers, and more. Get started with Dynatrace University.

Virtualization 202

Virtualization Education Cloud Monitoring 202

High Scalability

MARCH 5, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today. Learn more and join today.

Software 116

Software Software Analytics Infrastructure 116

Dynatrace

FEBRUARY 24, 2022

With Dynatrace SaaS deployments, customers don’t need to concern themselves with scaling the Dynatrace platform or its underlying infrastructure. Capture all real user sessions to enable Dynatrace Digital Experience and Business Analytics use cases. In such cases, it’s required that you scale up the capacity of your cluster.

Monitoring 197

Monitoring Metrics Analytics Processing 197

ScaleOut Software

APRIL 6, 2021

With the ScaleOut Digital Twin Streaming Service , an Azure-hosted cloud service, ScaleOut Software introduced breakthrough capabilities for streaming analytics using the real-time digital twin concept. This gives users all of the capabilities of the ScaleOut Digital Twin Streaming Service with complete infrastructure control.

IoT 52

IoT Azure Analytics Healthcare 52

Dynatrace

JUNE 15, 2023

If your app runs in a public cloud, such as Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Platform (GCP), the provider secures the infrastructure, while you’re responsible for security measures within applications and configurations.

Cloud 179

Cloud Open Source Architecture Monitoring 179

Dynatrace

OCTOBER 4, 2022

However, cloud infrastructure has become increasingly complex. Further, the delivery infrastructure that makes this happen has also become complex. IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. The next frontier: Data and analytics-centric software intelligence.

Analytics 193

Analytics Software Software Storage 193

Percona

AUGUST 17, 2023

It’s used for data management (shocker), application development, and data analytics. Data analytics: With the right extensions and configurations, PostgreSQL can support analytical processing and reporting. Percona makes PostgreSQL work out of the box for enterprise infrastructure, empowering you to innovate freely.

Open Source 76

Open Source Healthcare Social Media Database 76

Percona

JUNE 23, 2023

However, if you have certain data processing needs, budget requirements, limitations in the skill level of support staff, or infrastructure issues, then you need to be a little pickier. Window Functions are great for analytics, but is that something you are going to use? The server, client, connectors, etc.,

Database 118

Database Transportation Servers Cloud 118

High Scalability

JANUARY 11, 2022

When the server receives a request for an action (post, like etc.) FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. High Level Design. Architecture. System Components. Streaming Data Model.

Design 334

Design Media Storage Logistics 334

High Scalability

DECEMBER 18, 2018

Senior DevOps Engineer : Your engineering work will focus on using your deep knowledge of the web stack including firewalls, web applications, caches and data stores ­ to create innovative infrastructure architectures that are resilient, scalable, and blazingly fast. With your help we'd like to ad a few zeros to that number.

Healthcare 122

Healthcare Best Practices DevOps Cache 122