Dynatrace

NOVEMBER 7, 2023

The old saying in the software development community, “You build it, you run it,” no longer works as a scalable approach in the modern cloud-native world. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery. Monitoring-as-code can also be configured in GitOps fashion.

Engineering 279

Engineering DevOps Best Practices Infrastructure 279

Dynatrace

APRIL 8, 2020

However, garbage collection is one of the main sources of performance and scalability issues in any modern Java application. Depending on your application, you may be faced with one of these challenges: Slow garbage collection : This can impact your CPU massively and can also be the main reason for scalability issues.

Speed 165

Speed Code Java Lambda 165

Dynatrace

NOVEMBER 3, 2023

With growing multicloud complexity and the need for organization-wide scalability, self-service and automation capabilities have become increasingly essential for developer productivity. Platform engineers design and implement these platforms, as well as ensure their security, scalability, and reliability.

Engineering 217

Engineering DevOps Software Engineering Scalability 217

Percona

OCTOBER 12, 2023

It shows which code paths are more busy on the CPU in given samples. The first step is to identify the UID from the pod we want to collect system metrics and the underlying Worker node where it’s running. Flame graphs are a graphical representation of function calls.

Code 107

Code Tuning C++ Benchmarking 107

Dynatrace

NOVEMBER 28, 2022

For AWS Lambda, the largest contributor to startup latency is the time spent initializing an execution environment, which includes loading function code and initializing dependencies. With SnapStart enabled, function code is initialized once when a function version is published. Built for enterprise scalability. What is Lambda?

Lambda 229

Lambda AWS Serverless Latency 229

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. For example, poorly written code can consume a lot of resources, or an application can make unnecessary calls to cloud services.

Best Practices 238

Best Practices Strategy Cloud AWS 238

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. Lambda functions allow teams to run code for applications, back-end services, streaming processing, or any layer of the stack with less overhead. What is a Lambda serverless function?

Lambda 221

Lambda AWS Serverless Latency 221

Dynatrace

JANUARY 5, 2022

To do so we have successfully established AI-based White box load and resiliency testing with JMeter and Dynatrace, helping identify and resolve major performance and scalability problems in recent projects before deploying to production. It automatically sends JMeter metrics to the Dynatrace cluster via the Metrics Ingest API.

Testing 223

Testing Open Source Metrics Infrastructure 223

Dynatrace

APRIL 18, 2024

It goes beyond traditional monitoring—metrics, logs, and traces—to encompass topology mapping, code-level details, and user experience metrics that provide real-time insights. Autonomous operations can adapt to changing circumstances within an environment and automatically self-adjust and execute necessary workflows.

DevOps 196

DevOps Engineering Artificial Intelligence Infrastructure 196

The Netflix TechBlog

MAY 4, 2023

The first phase involves validating functional correctness, scalability, and performance concerns and ensuring the new systems’ resilience before the migration. Provides a platform to ensure that relevant operational insights , metrics, logging, and alerting are in place before migration.

Traffic 339

Traffic Latency Tuning Systems 339

Dynatrace

MAY 21, 2024

Young talent (our future executives) has a valid interest beyond making more money, as sustainability and green coding are vital to protecting both their own and our future. Tens or even hundreds of DIY and commercial tools are being used to handle logs, metrics, traces, security events, and vulnerabilities all in their own way.

Technology 206

Technology Technology Analytics Storage 206

Dynatrace

DECEMBER 11, 2023

It’s open source, allows for great scalability with the possibility to run workloads on the cloud and on-premises Kubernetes clusters, and is easily extensible via plugins. At Dynatrace, we measure the DORA metrics from Google. These include: Deployment frequency: How often is code deployed? So, we will leave the query as-is.

Open Source 192

Open Source Analytics Metrics Cloud 192

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. From here, it’s time to consider the next level of energy optimization, green coding. Level 3: Green coding The topic of carbon reduction in data centers was new to me when I began digging into it just two years ago.

Cloud 214

Cloud Energy Best Practices Cache 214

Dynatrace

FEBRUARY 15, 2023

Many organizations attempt to combine tools, products, and do-it-yourself solutions with custom code to fulfill custom use cases that are specific to their unique business requirements and technology stacks. Not only are these approaches difficult and costly to maintain, they also lack proper security and scalability.

Government 168

Government Serverless Analytics Metrics 168

Dynatrace

JUNE 9, 2023

Increasing an organization’s DevOps maturity is a key goal as teams adopt more cloud-native technologies, which simultaneously makes their environments more scalable and feature-rich but also more complex. There’s also a potential scalability challenge with metrics in the context of microservices architectures.

DevOps 189

DevOps Analytics Storage Metrics 189

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. We’ve just enhanced Dynatrace OneAgent with an open metric API. Here’s a quick overview of what you can achieve now that the Dynatrace Software Intelligence Platform has been extended to ingest third-party metrics. Dynatrace news.

Open Source 258

Open Source Metrics Analytics Tuning 258

Dynatrace

AUGUST 30, 2023

Cloud-native observability for Google’s fully managed GKE Autopilot clusters demands new methods of gathering metrics, traces, and logs for workloads, pods, and containers to enable better accessibility for operations teams. Managed Kubernetes clusters on GKE Autopilot have gained unprecedented momentum among enterprises.

Google 225

Google Cloud Innovation Infrastructure 225

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. How does function as a service affect scalability? What is FaaS?

Development 256

Development Serverless Best Practices Lambda 256

Dynatrace

JANUARY 18, 2023

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. In addition, 27% of IT and DevOps teams’ time is invested in manual CI/CD tasks such as detecting code quality issues, which reduces time spent on innovation. What is DevOps?

DevOps 203

DevOps Best Practices Innovation Strategy 203

Dynatrace

JANUARY 31, 2024

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. OpenPipeline extracts data with context and transforms it into more efficient formats, for example, logs to metrics.

Analytics 198

Analytics Processing Transportation Storage 198

Dynatrace

JULY 11, 2023

Captures metrics, traces, logs, and other telemetry data in context. Smartscape topology mapping: Dynatrace uses its Smartscape technology to semantically map metrics, traces, logs, and real user data to specific Kubernetes objects, including containers, pods, nodes, and services.

Architecture 174

Architecture Availability Infrastructure Monitoring 174

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.

Azure 240

Azure Cloud Virtualization Innovation 240

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

JUNE 2, 2020

Drive developer experience through consistency and scalability. The Dynatrace v2 Environment APIs such as the Metrics API v2 or the Monitored entites API v2 provide you with new capabilities and features, such as: RESTful, generic resources that you can use in a wide range of integration scenarios. Example: GET /metric?fields=+aggregationTypes,-description.

Metrics 186

Metrics Scalability Tuning Monitoring 186

Dynatrace

SEPTEMBER 9, 2022

These insights help organizations plan for cloud scalability, performance improvements, and business alignment. An application modernization strategy may include the rearchitecting, rebuilding, re-coding, refactoring, re-hosting, replatforming, or even the retirement and replacement of legacy systems. Vastly improved performance.

Strategy 232

Strategy Benchmarking Serverless Infrastructure 232

Dynatrace

FEBRUARY 15, 2023

Now we’re adding Smartscape to DQL and two new data sources to Grail: Metrics on Grail and Traces on Grail. Introducing Metrics on Grail Despite their many advantages, modern cloud-native architectures can result in scalability and fragmentation challenges. Grail solves this scalability issue! What’s next?

Analytics 235

Analytics Social Media Metrics Efficiency 235

Dynatrace

NOVEMBER 22, 2021

Like general observability , AWS observability is the capacity to measure the current state of your AWS environment based on the data it generates, including its logs, metrics, and traces. Lambda is Amazon’s event-driven, functions-as-a-service (FaaS) compute service that runs code when triggered for application and back-end services.

Best Practices 217

Best Practices AWS Monitoring Serverless 217

Dynatrace

OCTOBER 2, 2023

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. Likewise, refactoring and rewriting code takes a lot of time and effort. In fact, it can be difficult to make code changes that won’t disrupt the entire system.

Architecture 237

Architecture Artificial Intelligence Cloud Open Source 237

Dynatrace

DECEMBER 5, 2023

Even if some part of your codebase can be instrumented to collect observability data, having all three signal types (metrics, traces, and logs) is crucial. Error logs for the process reveal a PHP syntax error with code-level information that caused the outage.

Efficiency 271

Efficiency Architecture Energy Monitoring 271

Dynatrace

AUGUST 9, 2023

As our experience with MOVEit shows, IoCs that remained hidden in logs alone quickly revealed themselves with observability runtime context data, such as metrics, traces, and spans. Dynatrace Grail data lakehouse offers a scalable, affordable way to store data long term while keeping all data always available for dashboarding and analysis.

Analytics 223

Analytics Metrics Database Storage 223

Dynatrace

FEBRUARY 15, 2023

Further, developers can build more agility into their processes with an intuitive, low-code approach to create custom, compliant, and intelligent data-driven apps and automation. To learn more about Dynatrace AppEngine and how to create low-code applications for exploratory analytics, check out our on-demand Perform sessions.

Analytics 130

Analytics Storage Cloud Code 130

Dynatrace

MAY 17, 2023

Making applications observable—relying on metrics, logs, and traces to understand what software is doing and how it’s performing—has become increasingly important as workloads are shifting to multicloud environments. We also introduced our demo app and explained how to define the metrics and traces it uses.

Metrics 176

Metrics Monitoring Database Network 176

Dynatrace

JANUARY 13, 2022

Real user monitoring collects data on a variety of metrics. For example, data collected on load actions can include navigation start, request start, and speed index metrics. Real user monitoring works by injecting code into an application to capture metrics while the application is in use. How real user monitoring works.

Monitoring 184

Monitoring Latency Mobile Best Practices 184

Dynatrace

NOVEMBER 29, 2021

By continually evaluating applications across multiple operational or development vectors, organizations can avoid common pitfalls and reduce project timelines — research shows that high-performing DevOps teams have 46 times more frequent code deployments and 440 times faster lead time from commitment to deployment. Resource usage.

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

Dynatrace

JULY 7, 2022

One large team generally maintains the source code in a centralized repository that’s visible to all engineers, who commit their code in a single build. These teams typically use standardized tools and follow a sequential process to build, review, test, deliver, and deploy code. Common problems with monolithic architecture.

Architecture 206

Architecture Serverless Azure Programming 206

Dynatrace

JULY 18, 2023

Infrastructure monitoring automatically analyzes key health metrics and discovers performance problems caused by infrastructure bottlenecks or changes. However, it is more challenging to discover and remediate vulnerabilities when you don’t own the application code.

Government 224

Government Infrastructure Monitoring Database 224

Dynatrace

AUGUST 17, 2021

2020 cemented the reality that modern software development practices require rapid, scalable delivery in response to unpredictable conditions. One large team generally maintains the source code in a centralized repository visible to all engineers, who commit their code in a single large build. Dynatrace news. Cultural shift.

Architecture 246

Architecture Software Software Development 246