Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications.

Cache 204

Cache Azure Infrastructure Monitoring 204

The Netflix TechBlog

FEBRUARY 3, 2021

By Paul Bakker and Kavitha Srinivasan , Images by David Simmer , Edited by Greg Burrell Netflix has developed a Domain Graph Service (DGS) framework and it is now open source. Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. Schema-First Development A schema represents the GraphQL API.

Open Source 246

Open Source Java Architecture Metrics 246

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. Research has found that 99% of organizations have embraced a multicloud architecture. What is DevOps maturity?

DevOps 184

DevOps Analytics Storage Metrics 184

Dynatrace

JANUARY 4, 2024

In AIOps , this means providing the model with the full range of logs, events, metrics, and traces needed to understand the inner workings of a complex system. Modern, cloud-native architectures have many moving parts, and identifying them all is a daunting task with human effort alone. How can organizations improve data quality?

Government 200

Government Analytics Benchmarking Storage 200

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. Recovery time of the throughput metric.

Engineering 180

Engineering Tuning Latency Open Source 180

Dynatrace

MAY 19, 2022

Organizations have multiple stakeholders and almost always have different teams that set up monitoring, operate systems, and develop new functionality. Example 1: Architecture boundaries. First, they took a big step back and looked at their end-to-end architecture (Figure 2). SLO dashboard defined by architectural boundary.

Automotive 270

Automotive Latency Architecture Azure 270

Dynatrace

OCTOBER 23, 2023

This efficiency is why he and his teams use Dynatrace for everything in their development, security, and operations (DevSecOps) practices. Security by design is an approach to developing systems that integrate security principles into the entire software development lifecycle. The most efficient one we found was Dynatrace.”

Design 217

Design Innovation DevOps Open Source 217

Dynatrace

APRIL 5, 2024

Consequently, by understanding the intricacies involved, this enables us to swiftly confirm or refute the functional/business case of the business teams involved, including project managers, top management, developers, and tech leads. Path 2 (easier): I’m familiar with my application and the development team.

Efficiency 225

Efficiency Traffic Tuning Metrics 225

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. In some cases, this might be a cloud-native application development where IT refactors the app entirely. Why should organizations modernize applications?

Strategy 227

Strategy Benchmarking Serverless Infrastructure 227

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements. There are some challenges with implementing FinOps.

Cloud 195

Cloud Strategy Retail Energy 195

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. The practice uses continuous monitoring and high levels of automation in close collaboration with agile development teams to ensure applications are highly available and perform without friction. Service-level objectives (SLOs). availability.

Best Practices 223

Best Practices DevOps Latency Metrics 223

Dynatrace

DECEMBER 27, 2022

As more organizations embrace microservices-based architecture to deliver goods and services digitally, maintaining customer satisfaction has become exponentially more challenging. By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. SLOs improve software quality.

Software 263

Software Software Benchmarking Latency 263

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? Dynatrace news. How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

All Things Distributed

JUNE 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 107

Lambda Serverless AWS Architecture 107

The Netflix TechBlog

JUNE 7, 2021

By Alok Tiagi , Hariharan Ananthakrishnan , Ivan Porto Carrero and Keerti Lakshminarayan Netflix has developed a network observability sidecar called Flow Exporter that uses eBPF tracepoints to capture TCP flows at near real time. The Flow Exporter also publishes various operational metrics to Atlas. What is BPF?

Network 325

Network Transportation AWS Cloud 325

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Low Hanging Fruit vs Last Toothpaste in the Tube In the dream scenario, there is an area of the architecture which has a high value to the business when modernized and has little complexity. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

All Things Distributed

MAY 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 105

Lambda Serverless AWS Architecture 105

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 should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

DECEMBER 2, 2021

As organizations adopt microservices-based architecture , service-level objectives (SLOs) have become a vital way for teams to set specific, measurable targets that ensure users are receiving agreed-upon service levels. Properly set and defined SLOs should have error budgets that give developers space to innovate without impacting operations.

Metrics 191

Metrics Best Practices DevOps Infrastructure 191

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. Moreover, the system lacks flexibility, imposing strict schemas that administrators and developers must adhere to avoid additional costs. In today’s data-driven landscape, businesses are grappling with an unprecedented surge in data volume.

Retail 237

Retail Storage Best Practices Architecture 237

Dynatrace

OCTOBER 6, 2020

Observability as a topic is becoming more important as applications are using microservice architectures and are deployed in Kubernetes environments. This example shows how relying on metrics and log data alone is insufficient. This example shows how relying on metrics and log data alone is insufficient. The setup .

Metrics 197

Metrics Architecture Engineering Processing 197

Dynatrace

NOVEMBER 10, 2021

Conventional approaches to application security can’t keep pace with cloud-native environments that rely on agile methodologies, API-driven architectures, microservices, containers, and serverless functions. Dynatrace news. Secure releases by default. If you want to learn more, reach out to us in the Dynatrace Community.

Serverless 213

Serverless DevOps Cloud Metrics 213

Dynatrace

NOVEMBER 9, 2023

However, managing Kubernetes optimally can be a daunting task due to its complex architecture. One perspective focuses on the potential for optimization at the interface between the team responsible for managing the Kubernetes cluster and the teams responsible for developing and deploying applications.

Efficiency 274

Efficiency Monitoring Best Practices Open Source 274

Dynatrace

OCTOBER 6, 2022

The demo has been in active development since the summer of 2022 with Dynatrace as one of its leading contributors. Because it includes examples of 10 programming languages OpenTelemetry supports with SDKs, the application makes a good reference for developers on how to use OpenTelemetry. Dynatrace metrics exporter ?

Open Source 172

Open Source Metrics Tuning Technology 172

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Understand and optimize your architecture. What is Lambda? Users can take advantage of the platform features immediately.

Lambda 225

Lambda AWS Serverless Latency 225

Dynatrace

FEBRUARY 10, 2023

Data lakehouse architecture stores data insights in context — handbook Organizations need a data architecture that can cost-efficiently store data and enable IT pros to access it in real time and with proper context. For example, development teams can use automation to increase efficiency in the software development lifecycle.

Efficiency 276

Efficiency Performance Analytics DevOps 276

Dynatrace

JANUARY 22, 2024

Software development. Software developers can use causal analysis to identify the root causes of bugs or application performance issues and to predict potential system failures or performance degradations. Cleaning, normalizing, and ingesting all that data into traditional data warehouses is costly and time-consuming.

Artificial Intelligence 207

Artificial Intelligence Healthcare Retail Government 207

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. From a high-level point of view, platform engineering aims to: Reduce the cognitive load on development teams.

Government 194

Government Best Practices DevOps Engineering 194

Dynatrace

DECEMBER 16, 2022

That’s why development, operations, IT, and business teams need a software intelligence platform that eliminates complexity with the power of AI and automation. Successful platform adoption requires a platform to be easy to use and integrate with other architectures, applications, and data sources.

Innovation 197

Innovation Software Software Cloud 197

Dynatrace

MARCH 22, 2022

That’s why hybrid cloud architecture is a key tool in the arsenal for organizations striving to grow, modernize, and innovate. build microservices-based architecture. achieve application programming interface (API)-driven development. Additional infrastructure metrics. Java Message Service (JMS) interface tracing.

Infrastructure 228

Infrastructure Cloud Java Azure 228

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. AWS Lambda Function URLs provide a new more streamlined access for developers to their functions. Opportunities to optimize your architecture.

Lambda 166

Lambda AWS Serverless Infrastructure 166

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. These tools simply can’t provide the observability needed to keep pace with the growing complexity and dynamism of hybrid and multicloud architecture.

AWS 229

AWS Lambda Artificial Intelligence Serverless 229

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

Cloud 187

Cloud DevOps Open Source Retail 187

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy. which shows your operational efficiency in your software delivery pipeline.

AWS 247

AWS Efficiency Azure Cloud 247

Dynatrace

JULY 30, 2021

Those strategies allow development teams to decouple the tasks of deployment (rolling out a new binary to production) from releasing (making it accessible by your end-users). While progressive delivery deployment concepts have been around for a while, it’s taken time for development teams to adopt these ways of working.

Cloud 232

Cloud Metrics Strategy Monitoring 232

Dynatrace

AUGUST 16, 2023

SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. SLOs are pivotal for development, DevOps, and SRE teams because they provide a common language for discussing system reliability. To manage this crucial aspect, many companies adopt service level objectives (SLOs).

Monitoring 185

Monitoring DevOps Metrics Innovation 185

Dynatrace

NOVEMBER 10, 2020

Suddenly, not just DevOps, but infrastructure teams, developers, and operations teams are all challenged to understand how performance problems within applications or cloud services may impact the performance of the overall infrastructure. As a developer, you might use Google Cloud Function for serverless components.

Google 220

Google Cloud Serverless Innovation 220