Dynatrace

NOVEMBER 2, 2023

If your organisation is involved in achieving APRA compliance, you are likely facing the daunting effort of de-risking critical system delivery. Moreover, for banking organisations, there is a good chance some of those systems are outdated. However, in highly complex cloud environments, compliance must be ongoing.

Cloud 217

Cloud Infrastructure Strategy Hardware 217

Dynatrace

APRIL 22, 2020

All of this puts a lot of pressure on IT systems and applications. In this article, I will share some of the best practices to help you understand and survive the current situation — as well as future proof your applications and infrastructure for similar situations that might occur in the months and years to come.

Traffic 204

Traffic Ecommerce Retail Government 204

The Netflix TechBlog

AUGUST 30, 2021

The Partner Infrastructure team at Netflix provides solutions to support these two significant efforts by enabling device management at scale. Together, they form the Device Management Platform, which is the infrastructural foundation for Netflix Test Studio (NTS).

Latency 213

Latency Traffic Transportation Hardware 213

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Dynatrace uses your data and its sophisticated AI causation engine Davis® to automatically detect performance anomalies in applications, services, and infrastructure. Log Events. What is VPC Flow Logs.

AWS 214

AWS Transportation Network Traffic 214

Dynatrace

AUGUST 9, 2023

Not only that, teams struggle to correlate events and alerts from a wide range of security tools, need to put them into context, and infer their risk for the business. Falco is an open-source, cloud-native security tool that utilizes the Linux kernel technology  eBPF , to generate fine-grained networking, security, and observability events.

Analytics 192

Analytics AWS Strategy Infrastructure 192

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 182

Analytics Java Infrastructure Cloud 182

Dynatrace

JUNE 20, 2023

The organization needed to ensure the correlation of all events in a complete end-to-end trace. In this case, the bank group could not rely solely on Google Cloud Trace because they needed to collect traces and monitor the applications across all their systems. However, they had numerous custom applications with separate APIs.

Open Source 190

Open Source Google Serverless Azure 190

Dynatrace

DECEMBER 5, 2022

Robert runs a multi-tenant e-commerce system on a managed Kubernetes environment. Each tenant gets its own e-commerce site deployed on a shared Kubernetes cluster, isolated through separate namespaces and additional traffic isolation. Analyzing: Looking for unusual Kubernetes event activity. An out-of-memory issue lurks.

Java 187

Java Traffic Education Storage 187

Dynatrace

NOVEMBER 22, 2021

Visibility into system activity and behavior has become increasingly critical given organizations’ widespread use of Amazon Web Services (AWS) and other serverless platforms. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Dynatrace news. Amazon EC2. AWS Lambda.

Best Practices 208

Best Practices AWS Monitoring Serverless 208

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. With saturation, we try to measure overall system utilization, which you can obtain from host metrics such as CPU and memory usage. Saturation.

Software 259

Software Software Benchmarking Latency 259

The Netflix TechBlog

OCTOBER 15, 2019

Delta is an eventual consistent, event driven, data synchronization and enrichment platform. Another thread or process is constantly polling events from the log table and writes them to one or multiple datastores, optionally removing events from the log table after acknowledged by all datastores.

Transportation 192

Transportation Architecture Processing Storage 192

Dynatrace

JUNE 10, 2020

The customers’ marketing team had launched a campaign for a special sales event at the end of May. Below are KPIs from their system they shared with us, demonstrating some problems that were arising during their marketing campaign. From the below screenshot you can see that the traffic picked up not only slightly but quadrupled!

Traffic 160

Traffic Analytics DevOps Infrastructure 160

High Scalability

JUNE 4, 2019

Fun and Informative Events. Advertise your event here! For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. If you are interested in a sponsored post for an event, job, or product, please contact us for more information.

Java 116

Java Metrics Software Engineering Traffic 116

The Netflix TechBlog

JULY 30, 2019

Instead, we use a wrapper that pulls in the latest version of Conductor and adds Netflix infrastructure components and libraries before deployment. External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore.

Lambda 189

Lambda Media Open Source Metrics 189

The Netflix TechBlog

NOVEMBER 22, 2019

We’ve compiled our speaking events below so you know what we’ve been working on. Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. We look forward to seeing you there! Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

We’ve compiled our speaking events below so you know what we’ve been working on. Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. We look forward to seeing you there! Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

SEPTEMBER 2, 2022

What’s the problem with Black Friday traffic? But that’s difficult when Black Friday traffic brings overwhelming and unpredictable peak loads to retailer websites and exposes the weakest points in a company’s infrastructure, threatening application performance and user experience. These kinds of problems are unacceptable.

Traffic 188

Traffic Strategy Retail Ecommerce 188

The Netflix TechBlog

OCTOBER 7, 2021

As we invested in systems to enable this vision, it led to increased development velocity, which arguably led to better development practices and quality of the applications. In contrast, a server application runs on servers which are typically identical and a routing abstraction can serve sampled traffic to new versions.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

JULY 24, 2023

They need event-driven automation that not only responds to events and triggers but also analyzes and interprets the context to deliver precise and proactive actions. These initial automation endeavors paved the way for greater advancements, leading to the next evolution of event-driven automation.

DevOps 217

DevOps Traffic Efficiency Servers 217

The Netflix TechBlog

JUNE 4, 2019

We were able to meaningfully improve both the predictability and performance of these containers by taking some of the CPU isolation responsibility away from the operating system and moving towards a data driven solution involving combinatorial optimization and machine learning. can we actually make this work in practice?

Cache 251

Cache Latency Airlines Logistics 251

Abhishek Tiwari

JULY 8, 2023

In today's digital landscape, where user experience is paramount, organizations must ensure their applications and systems are functioning optimally at all times. The Evolution of Testing and Monitoring Historically, software testing and system monitoring have been separate processes, each serving distinct purposes.

Monitoring 52

Monitoring Testing Artificial Intelligence Traffic 52

Dynatrace

OCTOBER 7, 2020

StatsD is a widely adopted metric protocol for collecting, aggregating, and sending developer-defined application metrics to separate systems for graphical analysis. Telegraf is a plugin-based system for collecting, processing, aggregating, and writing metrics. Davis AI analyzes your StatsD metrics. Stay tuned.

Open Source 253

Open Source Metrics Analytics Tuning 253

Dynatrace

NOVEMBER 22, 2022

For retail organizations, peak traffic can be a mixed blessing. While high-volume traffic often boosts sales, it can also compromise uptimes. The nirvana state of system uptime at peak loads is known as “five-nines availability.” How can IT teams deliver system availability under peak loads that will satisfy customers?

Infrastructure 179

Infrastructure Availability Systems Retail 179

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

High Scalability

APRIL 16, 2019

Thus, whenever a master MySQL goes down (whether due to a MySQL crash, OS crash, system reboot, etc.), This ensures that the system continues to be available to the applications. Application traffic will be redirected to this new master MySQL node and the slave S2 will start replicating from the new master.

Availability 149

Availability Network Azure AWS 149

ScaleOut Software

JULY 19, 2021

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. How are we managing the torrent of telemetry that flows into analytics systems from these devices? The list goes on.

IoT 78

IoT Analytics Big Data Architecture 78

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

All Things Distributed

JUNE 20, 2017

9GAG is a Hong Kong-based company responsible for 9gag.com , one of the top traffic websites in the world. They chose to use AWS in order to focus on developing their platform, instead of managing infrastructure. Their goal has been to ensure that their IT infrastructure sits as closely to their customers and users as possible.

AWS 146

AWS Logistics Cloud Social Media 146

Smashing Magazine

JUNE 29, 2021

But this allows us to decouple content from code, by moving content to a Content Management System (CMS) we can update information in a few seconds, regardless of how big our application is. DPR empowers the developers to a full control around the build and deploy systems through solid caching and using On-Demand Builders. Critical.

Cache 129

Cache Website Strategy Traffic 129

Dynatrace

JULY 21, 2020

In those cases, what should you do if you want to be proactive and ensure that your infrastructure is always up and running? Are you looking to monitor your infrastructure using one of our ready-made extensions, or would you like to draw on our experience and create your own synthetic monitors? Platform extensions.

Infrastructure 152

Infrastructure Monitoring Open Source Traffic 152

Alex Russell

JUNE 22, 2022

And then you need infrastructure; lots of it. This market then funds all of the R&D and operational costs of search engines, including "traffic acquisition costs" like browser default placement deals. [2]. How much does all of this cost? A reasonable floor comes from Mozilla's annual reports. The Best Kind Of Correct #.

Engineering 110

Engineering Traffic Government Google 110

All Things Distributed

NOVEMBER 26, 2013

Cross Region Read Replicas also enable you to serve read traffic for your global customer base from regions that are nearest to them. While the infrastructure costs for basic disaster recovery could have been very high, the associated system and database administration costs could be just as much or more.

Cloud 145

Cloud AWS Traffic Latency 145

The Netflix TechBlog

NOVEMBER 22, 2019

We’ve compiled our speaking events below so you know what we’ve been working on. Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. We look forward to seeing you there! Wednesday?—?December

AWS 37

AWS Entertainment Open Source Benchmarking 37

Dynatrace

JUNE 1, 2023

It represents the percentage of time a system or service is expected to be accessible and functioning correctly. Response time Response time refers to the total time it takes for a system to process a request or complete an operation. Availability is typically expressed in 9’s, such as 99.9%. The Apdex score of 0.85

Traffic 173

Traffic Latency Website Virtualization 173

Dynatrace

JUNE 1, 2023

It represents the percentage of time a system or service is expected to be accessible and functioning correctly. Response time Response time refers to the total time it takes for a system to process a request or complete an operation. Five example SLOs for faster, more reliable apps 1. The Apdex score of 0.85

Latency 174

Latency Website Traffic Virtualization 174

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. So many tools can result in data inconsistencies.

Google 221

Google Cloud Infrastructure Metrics 221

The Netflix TechBlog

JUNE 14, 2023

The control group’s traffic utilized the legacy Falcor stack, while the experiment population leveraged the new GraphQL client and was directed to the GraphQL Shim. The AB experiment results hinted that GraphQL’s correctness was not up to par with the legacy system. The Replay Tester tool samples raw traffic streams from Mantis.

Traffic 353

Traffic Latency Cache Metrics 353