Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. We designed experimental scenarios inspired by chaos engineering.

Engineering 171

Engineering Tuning Latency Open Source 171

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Then, using a design thinking process , ideate on the future and establish the business vision.

Strategy 169

Strategy Performance Logistics Monitoring 169

Dynatrace

OCTOBER 16, 2023

Synthetic testing is an IT process that uses software to discover and diagnose performance issues with user journeys by simulating real-user activity. Along with real user monitoring (RUM), synthetic testing provides a comprehensive view into the user experience to ensure software meets user requirements. What is synthetic testing?

Testing 197

Testing Best Practices Testing Tools Monitoring 197

The Netflix TechBlog

JUNE 13, 2023

By collecting and analyzing key performance metrics of the service over time, we can assess the impact of the new changes and determine if they meet the availability, latency, and performance requirements. The results are then evaluated using specific metrics to determine whether the hypothesis is valid.

Traffic 279

Traffic Metrics Systems Strategy 279

Dynatrace

JANUARY 18, 2023

According to recent Dynatrace research , organizations expect to make software updates 58% more frequently in the coming year. DevOps and DevSecOps practices help organizations release software faster and more frequently, paving the way for digital transformation. Site reliability engineers, or SREs, lead these efforts. What is DevOps?

DevOps 187

DevOps Best Practices Innovation Strategy 187

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. shifted most of its ecommerce and enterprise analytics workloads to Kubernetes-managed software containers running in Microsoft Azure. ” Three years ago, Tractor Supply Co.

Cloud 163

Cloud Ecommerce Performance Retail 163

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. This process enables you to continuously evaluate software against predefined quality criteria and service level objectives (SLOs) in pre-production environments.

AWS 236

AWS Efficiency Azure Cloud 236

The Netflix TechBlog

OCTOBER 7, 2021

Deployment Strategies We are all familiar with the advantages of releasing frequently and in smaller chunks. Depending on the type of client, we need to determine the right strategy to sample consumer devices, and provide a system that can enable various client engineering teams to look for their signals.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

SEPTEMBER 22, 2022

Staying ahead of customer needs requires speed and agility from all phases of the software development life cycle (SDLC). DevOps automation can help to drive reliability across the SDLC and accelerate time-to-market for software applications and new releases. Less complexity in software releases.

DevOps 178

DevOps Innovation Speed Monitoring 178

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

NOVEMBER 9, 2021

The Android launch leveraged the open-source software decoder dav1d built by the VideoLAN, VLC, and FFmpeg communities and sponsored by AOMedia. While software decoders enable AV1 playback for more powerful devices, a majority of Netflix members enjoy their favorite shows on TVs.

Media 246

Media Open Source Efficiency Software Engineering 246

The Netflix TechBlog

MARCH 10, 2023

This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries.

Media 237

Media Traffic Processing Design 237

Dynatrace

NOVEMBER 20, 2023

The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI – blog Paired with causal AI, organizations can increase the impact and safer use of ChatGPT and other generative AI technologies. See how to use Dynatrace in your cloud migration strategy. What is application modernization?

AWS 200

AWS Artificial Intelligence Analytics Cloud 200

Dynatrace

MAY 26, 2021

To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. Jonah Kowall, CTO of Logz.io, also gave a talk on the topic of “Managing applications SLAs using Traces and Metrics”.

AWS 201

AWS Strategy Storage Metrics 201

Official Blog - World Web Technology

JULY 7, 2023

Businesses increasingly rely on ecommerce software solutions to automate their processes and boost productivity as demand for online shopping keeps rising. Online sales, inventory, customer connections, and other business operations can all be managed by firms using various tools and platforms that make up ecommerce software solutions.

Ecommerce 52

Ecommerce Software Software Analytics 52

Dynatrace

JULY 5, 2022

A truly modern AIOps solution also serves the entire software development lifecycle to address the volume, velocity, and complexity of multicloud environments. These teams need to know how services and software are performing, whether new features or functions are required, and if applications are secure.

Artificial Intelligence 274

Artificial Intelligence Cloud Innovation Strategy 274

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. Considering open source software (OSS) libraries now account for more than 70% of most applications’ code base, this threat is not going anywhere anytime soon.

Open Source 211

Open Source DevOps Java Innovation 211

Dynatrace

JUNE 9, 2023

DevOps maturity is a model that measures the completeness and effectiveness of an organization’s processes for software development, delivery, operations, and monitoring. When data storage strategies become problematic to DevOps maturity Data warehouse-based approaches add cost and time to analytics projects.

DevOps 174

DevOps Analytics Storage Metrics 174

Dynatrace

SEPTEMBER 22, 2021

Application performance monitoring involves tracking key software application performance metrics using monitoring software and telemetry data. Application performance monitoring has a strong focus on specific metrics and measurements. What’s the difference between APM tools and an APM platform?

Innovation 193

Innovation Monitoring Open Source Infrastructure 193

The Netflix TechBlog

NOVEMBER 15, 2021

As we discussed in previous posts, good practice involves first setting and understanding the false positive rate, and then designing an experiment that is well powered so it is likely to detect true effects of reasonable and meaningful magnitudes. Does the metric story hang together? In Part 2 (What is an A/B Test?),

Metrics 204

Metrics Testing Innovation Design 204

The Netflix TechBlog

JANUARY 11, 2022

To directly support great decision-making throughout the company, there are a number of data science teams at Netflix that partner directly with Product Managers, engineering teams, and other business units to design, execute, and learn from experiments. Combined, these two effects reduce the risk of Type-S and Type-M errors.

Innovation 243

Innovation Metrics Engineering Testing 243

Dynatrace

OCTOBER 30, 2023

Thus, organizations face the critical problem of designing and implementing effective solutions to manage this growing data deluge and its associated implications. In a unified strategy, logs are not limited to applications but encompass infrastructure, business events, and custom metrics. Set up processing rules.

Best Practices 232

Best Practices Analytics Artificial Intelligence Infrastructure 232

Dynatrace

APRIL 22, 2022

Although many companies adopt solutions such as OpenTelemetry, Prometheus, and Grafana as part of their observability strategy, they often confront a common data analysis problem: data silos. For example, OpenTelemetry for instrumenting microservices, Fluentd for collecting logs, and Prometheus for collecting metrics. Dynatrace news.

Open Source 165

Open Source Metrics Cloud Tuning 165

Dynatrace

OCTOBER 2, 2023

Use domain-driven design when creating new microservices by separating microservices via their underlying business functions. End-to-end observability starts with tracking logs, metrics, and traces of all the components, providing a better understanding of service relationships and application dependencies.

Architecture 220

Architecture Artificial Intelligence Cloud Open Source 220

Dynatrace

DECEMBER 15, 2022

ITOps refers to the process of acquiring, designing, deploying, configuring, and maintaining equipment and services that support an organization’s desired business outcomes. Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure.

Artificial Intelligence 191

Artificial Intelligence DevOps Hardware Virtualization 191

Dynatrace

MAY 26, 2021

To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. Jonah Kowall, CTO of Logz.io, also gave a talk on the topic of “Managing applications SLAs using Traces and Metrics”.

AWS 147

AWS Strategy Storage Metrics 147

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. These include alert fatigue, lack of context, and absence of strategy.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

OCTOBER 8, 2020

The Dynatrace Software Intelligence Platform, with its new AWS Lambda Extension API, gives you an easy way to gain automatic insights into your Lambda functions. Full integration with existing Dynatrace capabilities for AWS Lambda (for example, metric ingestion via AWS Cloud Watch).

Lambda 283

Lambda AWS Programming Serverless 283

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 52

Metrics Healthcare Automotive Innovation 52

Strategic Tech

JANUARY 22, 2024

Typically, there’s a period where modernization is discussed as the pains of legacy systems and/or ways of working are noticed and become ever more prominent, blocking the business strategy. In our example, the top-level modernization metric the AMET is working towards is the full transition to the Warehousing domain’s new operating model.

Architecture 98

Architecture Metrics Logistics Strategy 98

Dynatrace

NOVEMBER 29, 2021

Since its inception in 2013, Docker has become the de facto standard for developers due to its ability to make more efficient use of system resources, ship software faster, and minimize security issues. Key metrics for OpenShift monitoring. OpenShift 3.0 is built on the most popular Linux container technology, Docker. Resource usage.

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

Dynatrace

NOVEMBER 4, 2019

In order to accomplish this, one of the key strategies many organizations utilize is an open source Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications. Today, most thought-leaders break down Observability into three pillars; metrics, distributed traces and logs.

Monitoring 212

Monitoring Cloud Metrics Code 212

Dynatrace

JULY 7, 2022

But as IT teams increasingly design and manage cloud-native technologies, the tasks IT pros need to accomplish are equally variable and complex. Accordingly, a software intelligence platform with sense-think-act capabilities enables self-driving IT operations and DevSecOps in the enterprise. Dynatrace news. Sense’ with observability.

Artificial Intelligence 171

Artificial Intelligence Automotive DevOps Infrastructure 171

The Netflix TechBlog

MARCH 2, 2021

Working on my PhD, I was using optimization techniques to design radiotherapy fractionation schemes to improve the results of clinical practices. We work in cross-functional environments, in close collaboration with business, product and creative decision makers, engineers, designers, and consumer insights researchers.

Analytics 207

Analytics Innovation C++ Engineering 207

Scalegrid

MARCH 4, 2019

We asked hundreds of developers, engineers, software architects, dev teams, and IT leaders at DeveloperWeek to discover the current NoSQL vs. SQL usage, most popular databases, important metrics to track, and their most time-consuming database management tasks. Most Important Metric Tracked For Database Performance. How much so?

Database 255

Database Metrics Systems Strategy 255

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. Design, implement, and tune effective SLOs.

Best Practices 177

Best Practices Open Source Tuning Infrastructure 177

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 40

Metrics Healthcare Automotive Innovation 40