Dynatrace

MARCH 12, 2025

Amazon Bedrock , equipped with Dynatrace Davis AI and LLM observability , gives you end-to-end insight into the Generative AI stack, from code-level visibility and performance metrics to GenAI-specific guardrails. Send unified data to Dynatrace for analysis alongside your logs, metrics, and traces.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

NOVEMBER 26, 2019

In today’s increasingly complex environments, it’s simply impossible for a human operator to manually follow the highly dynamic nature of transactions within microservices and serverless functions. Save time by directly analyzing code-level information. Beyond traceability: From root cause to code-level context in a single click.

Engineering 69

Engineering Serverless Metrics Code 69

Dynatrace

APRIL 25, 2023

As companies accelerate digital transformation, they implement modern cloud technologies like serverless functions. According to Flexera , serverless functions are the number one technology evaluated by enterprises and one of the top five cloud technologies in use at enterprises. What are serverless applications?

Serverless 246

Serverless Lambda Azure AWS 246

Dynatrace

APRIL 5, 2021

AWS Lambda is a serverless compute service that can run code in response to predetermined events or conditions and automatically manage all the computing resources required for those processes. Organizations are realizing the cost savings and management benefits of serverless automation. What is AWS Lambda?

Lambda 258

Lambda AWS Serverless Hardware 258

Dynatrace

NOVEMBER 27, 2020

Welcome back to the second part of our blog series on how easy it is to get enterprise-grade observability at scale in Dynatrace for your OpenTelemetry custom metrics. In Part 1 , we announced our new OpenTelemetry custom-metric exporters that provide the broadest language coverage on the market, including Go , .NET record(value); }.

Metrics 214

Metrics Open Source Lambda Serverless 214

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. AWS provides a suite of technologies and serverless tools for running modern applications in the cloud. And why it matters. AWS: A service for everything.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

NOVEMBER 29, 2021

With Lambda, you are charged based on the number of requests for your functions and their duration (the time it takes for your code to execute) with millisecond granularity. In addition to the built-in views, Dynatrace provides data analysis tools that greatly enhance your abilities to query and chart metrics. Dynatrace Service flow.

Lambda 246

Lambda AWS Serverless Metrics 246

Dynatrace

APRIL 6, 2022

AWS Lambda is one of the most popular serverless compute services in the market. Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. What is AWS Lambda? Cold start analysis.

Lambda 242

Lambda AWS Serverless Infrastructure 242

Dynatrace

OCTOBER 28, 2019

Application workloads that are based on serverless functions—especially AWS Lambda, Azure Functions, and Google Cloud Functions— are a key trend in cloud-first application development and operations. With a serverless approach, you can build and run applications and services without thinking about servers. Dynatrace news.

Serverless 145

Serverless Lambda Monitoring AWS 145

Dynatrace

FEBRUARY 25, 2021

Since its introduction by AWS in 2014, AWS Lambda has revolutionized the compute space and boosted the entire serverless movement. Gartner predicts that by 2025, 50% of all global enterprises will have deployed serverless function platforms as a service (fPaaS), up from only 20% today. A small memory footprint. A fast cold start.

Lambda 278

Lambda AWS Monitoring Serverless 278

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. Most enterprises use serverless functions as part of a broader hybrid environment, covering both cloud and traditional technologies. What is Lambda?

Lambda 246

Lambda AWS Serverless Latency 246

Dynatrace

APRIL 22, 2022

When American Family Insurance took the multicloud plunge, they turned to Dynatrace to automate Amazon Web Services (AWS) event ingestion, instrument compute and serverless cloud technologies, and create a single workflow for unified event management. Step 1: Automate AWS metrics ingestion with Dynatrace. 01 for every 1,000 metrics.

Cloud 242

Cloud Lambda Serverless AWS 242

Dynatrace

AUGUST 11, 2022

Function as a service is a cloud computing model that runs code in small modular pieces, or microservices. FaaS enables developers to create and run a single function in the cloud using a serverless compute model. In-depth, AI-driven metrics can help to manage this simplicity. What is FaaS? How does function as a service work?

Development 279

Development Serverless Best Practices Lambda 279

Dynatrace

APRIL 7, 2023

What is a Lambda serverless function? Despite being serverless, the function still requires infrastructure on which to run. Lambda functions allow teams to run code for applications, back-end services, streaming processing, or any layer of the stack with less overhead. How does Dynatrace help?

Lambda 246

Lambda AWS Serverless Latency 246

Dynatrace

SEPTEMBER 23, 2021

This gives operations teams end-to-end visibility down to the code level. What about OpenTelemetry metrics captured with the AWS Distro ? Of course, all these metrics can be ingested, support auto-adaptive baselining or threshold-based alerting in Dynatrace, and are used by the Davis AI as well. Ingest OpenTelemetry metrics.

AWS 246

AWS Lambda Serverless Metrics 246

Dynatrace

OCTOBER 11, 2021

In recent years, function-as-a-service (FaaS) platforms such as Google Cloud Functions (GCF) have gained popularity as an easy way to run code in a highly available, fault-tolerant serverless environment. Google Cloud Functions is a serverless compute service for creating and launching microservices. Dynatrace news.

Google 246

Google Cloud Serverless Azure 246

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 246

Architecture Serverless Azure Programming 246

Dynatrace

DECEMBER 8, 2021

You may be using serverless functions like AWS Lambda , Azure Functions , or Google Cloud Functions, or a container management service, such as Kubernetes. Just as the code is monolithic, so is the logging. Modern operating systems provide capabilities to observe and report various metrics about the applications running.

Cloud 246

Cloud Serverless Hardware Operating System 246

Dynatrace

NOVEMBER 17, 2020

Technical complexity has shifted from the actual code to the interdependencies between services. Every tap in a mobile app triggers requests that, potentially, travel through a myriad of microservices, routed from one service to the next by service meshes, calling several serverless functions.

Analytics 236

Analytics Technology Technology Cloud 236

Dynatrace

APRIL 5, 2021

Similar to AWS Lambda , Azure Functions is a serverless compute service by Microsoft that can run code in response to predetermined events or conditions (triggers), such as an order arriving on an IoT system, or a specific queue receiving a new message. Dynatrace news. What is Azure Functions? How Azure Functions works.

Azure 204

Azure Serverless IoT Lambda 204

Dynatrace

JULY 19, 2024

With the Sidecar Pattern for Linux App Service, Dynatrace uses a declarative approach, making integration smoother and more efficient, greatly simplifying monitoring within serverless containerized applications. It handles tasks like collecting metrics, tracing requests, and capturing logs independently. Decoupled integration.

Azure 245

Azure Serverless Monitoring Innovation 245

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.

Serverless 246

Serverless DevOps Cloud Metrics 246

Dynatrace

NOVEMBER 22, 2021

When Amazon launched AWS Lambda in 2014, it ushered in a new era of serverless computing. Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. Not just logs, metrics and traces. Dynatrace news.

AWS 246

AWS Lambda Artificial Intelligence Serverless 246

Dynatrace

NOVEMBER 18, 2021

Log entries related to individual transactions can be spread across multiple microservices or serverless workloads. Manual and configuration-heavy approaches to putting telemetry data into context and connecting metrics, traces, and logs simply don’t scale. Automatically connect logs and distributed traces at scale.

Analytics 246

Analytics Cloud Java Serverless 246

Dynatrace

MARCH 6, 2024

As a result, teams can focus on writing code and building features rather than dealing with infrastructure nuances. The pair showed how to track factors including developer velocity, platform adoption, DevOps research and assessment metrics, security, and operational costs. “It makes them more productive.

Engineering 264

Engineering Development DevOps Infrastructure 264

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Deep-code execution details. Dynatrace news. Announcing seamless integration of OpenTracing data into Dynatrace PurePath 4. Always-on profiling in transaction context.

Java 264

Java Traffic Architecture Strategy 264

Dynatrace

APRIL 29, 2021

Though serverless platforms relieve them from this burden, such platforms are built using Kubernetes alternatives that require different APIs, orchestration tools, and observability requirements. Many Site Reliability Engineers could do without the frustrations of managing virtual or bare-metal compute nodes. and Golang containers.

AWS 219

AWS Serverless Java Virtualization 219

Dynatrace

NOVEMBER 10, 2020

As a developer, you might use Google Cloud Function for serverless components. In order to optimize your code and resource consumption, you need to understand the memory consumption of your distributed workload. Note: All metrics coming from monitored Google Cloud Platform environment will consume Davis Data Units (DDUs).

Google 264

Google Cloud Serverless Innovation 264

Dynatrace

SEPTEMBER 9, 2022

An application modernization strategy may include the rearchitecting, rebuilding, re-coding, refactoring, re-hosting, replatforming, or even the retirement and replacement of legacy systems. Or, the team might use specific serverless designs as part of the modernization efforts.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

Dynatrace

JANUARY 12, 2021

It’s powered by vast amounts of collected telemetry data such as metrics, logs, events, and distributed traces to measure the health of application performance and behavior. Observability brings multicloud environments to heel. Observability is the new standard of visibility and monitoring for cloud-native architectures.

Monitoring 246

Monitoring Artificial Intelligence DevOps Serverless 246

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. From code to app to code Apps built with Dynatrace AppEngine can take different forms.

Government 241

Government Serverless Analytics Metrics 241

Dynatrace

DECEMBER 22, 2021

Observability is made up of three key pillars: metrics, logs, and traces. Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. Observability tools, such as metrics monitoring, log viewers, and tracing applications, are relatively small in scope.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

Dynatrace

SEPTEMBER 28, 2020

As part of the Cloud – Native Container Services report, ISG designed the Cloud-Native Observability Quadrant to help organizations select the best observability solution for cloud-native environments that use Kubernetes, service mesh, microservices, and serverless architectures.

Cloud 246

Cloud Serverless Innovation Architecture 246

High Scalability

FEBRUARY 22, 2019

2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 ben11kehoe : Statelessness is not the critical property of #serverless compute, it's ephemerality.

Internet 39

Internet Internet Scalability Lambda 39

Dynatrace

AUGUST 17, 2021

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. These teams generally use standardized tools and follow a sequential process to build, review, test, deliver, and deploy code. Microservices benefits. Limited observability.

Architecture 246

Architecture Software Software Development 246

Dynatrace

AUGUST 17, 2021

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. These teams generally use standardized tools and follow a sequential process to build, review, test, deliver, and deploy code. Microservices benefits. Limited observability.

Architecture 246

Architecture Software Software Development 246

All Things Distributed

MAY 10, 2016

I see a tremendous interest in examples how to build such applications, and articles such as " The Serverless Start-Up - Down With Servers! 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. about teletext.io

Lambda 91

Lambda Serverless AWS Architecture 91