Dynatrace

DECEMBER 21, 2023

How can you reduce the carbon footprint of your hybrid cloud? energy-efficient data centers—cloud providers—achieve values closer to 1.2. Is the solution to just move all workloads to the cloud? There might not be enough cloud capacity where you need it. How will your organization respond to this global challenge?

Cloud 202

Cloud Energy Best Practices Cache 202

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. To get a more granular look into telemetry data, many analysts rely on custom metrics using Prometheus.

Metrics 172

Metrics Engineering Energy Tuning 172

Dynatrace

NOVEMBER 14, 2023

Dynatrace product marketing director of DevOps Saif Gunja hosted the 2023 State of SRE webinar. Upon gathering these metrics, engineers may then demonstrate how the implementation of strong, enterprise-wide SRE practices can help reduce toil, employee burnout, operational expenses, and the number of unaccomplished SLOs. Download now!

Best Practices 185

Best Practices Engineering DevOps Software Engineering 185

Dynatrace

MARCH 18, 2024

Overseeing cloud spend and IT resource allocation has always been a priority for CIOs. Yet, in 2023, 82% of cloud decision makers reported that managing cloud spend was their top challenge, according to one source. Teams provision and purchase many cloud services that end up underused or completely unused.

Best Practices 225

Best Practices Strategy Cloud AWS 225

Dynatrace

MAY 24, 2024

High monitoring costs and limited visibility drive the need for innovation Ally Financial uses AI-powered observability for monitoring and automating its technology stack, from its cloud and on-premises infrastructure to its applications and customer digital experiences. This resulted in significant savings and much faster ROI.

Technology 209

Technology Technology Analytics Innovation 209

Dynatrace

MAY 17, 2023

That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. But as more workloads are shifting to hundreds of separate cloud-based services running in containers across multiple platforms, observability has become exponentially more difficult. What is OpenTelemetry?

Metrics 174

Metrics Open Source Traffic Cache 174

Adrian Cockcroft

NOVEMBER 26, 2023

Google Cloud and Microsoft Azure released Scope 3 data in 2021. In their annual sustainability report in July 2023 AWS did update their list of sustainable regions to highlight 19 regions that are 100% sustainable — using an annual local market methodology for scope 1 and 2. This session revisits the pillar and its best practices.

AWS 52

AWS Energy IoT Best Practices 52

Dynatrace

NOVEMBER 2, 2023

But according to the 2023 DevOps Automation Pulse , only 56% of end-to-end DevOps processes are automated. The increasing complexity of cloud-native technologies has placed unprecedented pressure on DevOps teams. The 2023 DevOps Automation Pulse offers a comprehensive overview of the modern circumstances of DevOps automation.

DevOps 198

DevOps Benchmarking Azure Innovation 198

Percona

FEBRUARY 27, 2023

Today’s post includes those releases and updates that have come out since February 13, 2023. Percona Monitoring and Management 2.35 (PMM) was released on February 24, 2023. Label-based access control in PMM allows you to manage who has access to metrics based on labels. was released on February 15, 2023.

Monitoring 69

Monitoring Open Source Database Software 69

Dynatrace

FEBRUARY 16, 2023

The benefits of the cloud are undeniable. With increased scalability, agility, and flexibility, cloud computing enables organizations to improve supply chains, deliver higher customer satisfaction, and more. But the cloud also produces an explosion of data. We start with data types—logs, metrics, traces, routes.

Artificial Intelligence 187

Artificial Intelligence Analytics Cloud Innovation 187

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. How site reliability engineering affects organizations’ bottom line SRE applies the disciplines of software engineering to infrastructure management, both on-premises and in the cloud. Service-level objectives (SLOs).

Best Practices 216

Best Practices DevOps Latency Metrics 216

Dynatrace

NOVEMBER 9, 2023

It’s important to choose the right metrics to track based on your objective. Optimize your Kubernetes cluster’s resource allocation One aspect of managing cloud resources is to track and adjust the ratio between the requested and used memory resources.

Efficiency 267

Efficiency Monitoring Best Practices Open Source 267

Dynatrace

FEBRUARY 15, 2023

Cloud environments have become ever more complex, with an increasingly interconnected set of services. To tame this complexity and deliver differentiated digital experiences, IT, development, security, and business teams need automated workflows throughout these cloud ecosystems.

Code 205

Code DevOps Cloud Analytics 205

The Netflix TechBlog

NOVEMBER 29, 2023

Details pertaining to HDR-VMAF exceed the scope of this article and will be covered in a future blog post; for now, suffice it to say that the first version of HDR-VMAF landed internally in 2021 and we have been improving the metric ever since. By June 2023 the entire HDR catalog was optimized. 263–1–8 (2023) [ online ] [2] A.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

NOVEMBER 3, 2023

The practice of platform engineering has evolved alongside the increasing complexity of cloud environments. The result is a cloud-native approach to software delivery. Their metric of success will relate to how easily developers can self-service their requirements and own their code in production.

Engineering 205

Engineering DevOps Software Engineering Scalability 205

Dynatrace

JULY 25, 2023

Dynatrace applies these techniques to the broadest set of modalities in the market, including the data types of metrics, traces, logs, behavior, topology, dependencies, events, and more, with unmatched precision for precise predictions, accurate determinations, and meaningful insights. Start your free trial now!

Best Practices 229

Best Practices Analytics Metrics Code 229

Dynatrace

JUNE 7, 2023

According to the Kubernetes in the Wild 2023 report, “Kubernetes is emerging as the operating system of the cloud.” ” In recent years, cloud service providers such as Amazon Web Services, Microsoft Azure, IBM, and Google began offering Kubernetes as part of their managed services. What is OpenShift?

Open Source 199

Open Source Social Media Infrastructure Operating System 199

Dynatrace

NOVEMBER 20, 2023

At the AWS re:Invent 2023 conference, generative AI is a centerpiece. What’s more, in the McKinsey report “ The State of AI 2023 ,” 40% of respondents say their organizations will increase their overall AI investment because of advances in generative AI. Today’s IT organizations face unprecedented challenges.

AWS 203

AWS Artificial Intelligence Analytics Cloud 203

Dynatrace

JULY 11, 2023

Without native log support, overhead and complexity grow OpenTelemetry, the Cloud Native Computing Foundation (CNCF) incubating project, introduced standards that enable companies to instrument, generate, and export telemetry data. When combined with out-of-the-box correlation, such telemetry data provides context-rich observability.

Open Source 208

Open Source Analytics Metrics Cloud 208

Dynatrace

JANUARY 22, 2024

And while generative AI was much hyped in 2023, the deterministic quality of causal AI—which determines the precise root cause of an issue—is a key foundation for reliable recommendations that emerge from generative AI technologies. Further, not every business uses AI in the same way or for the same reasons.

Artificial Intelligence 201

Artificial Intelligence Healthcare Retail Government 201

Dynatrace

MARCH 3, 2020

By 2023, over 500 million digital apps and services will be developed and deployed using cloud-native approaches. Install the Dynatrace OneAgent to gather metrics and feed the Dynatrace AI-powered problem causation engine that automatically shows impacted users, system, and root cause during testing. Industry apps explosion.

Performance 237

Performance Education Innovation Software Architecture 237

Dynatrace

FEBRUARY 13, 2020

With this announcement: Davis now automatically ingests additional Kubernetes events and metrics, including state changes, workload changes and critical events across clusters, containers and runtimes. Ability to create custom metrics and events from log data, extending Dynatrace observability to any application, script or process.

Performance 229

Performance Analytics Mobile Innovation 229

Dynatrace

FEBRUARY 28, 2024

The burgeoning reliance on cloud technology stacks amplifies this challenge, creating hurdles due to budgetary constraints, time limitations, and the potential risk of human errors. By using JavaScript and DQL, these dashboards can help generate reports on the current DORA metrics. What’s next? Curious to see how it all works?

DevOps 197

DevOps Metrics Engineering Analytics 197

Dynatrace

MAY 21, 2023

Log forensics—investigating security incidents based on log data—has become more challenging as organizations adopt cloud-native technologies. Organizations are increasingly turning to these cloud environments to stay competitive, remain agile, and grow. Without visibility, application performance and security are easily compromised.

Analytics 225

Analytics Metrics Cloud Systems 225

Dynatrace

SEPTEMBER 2, 2020

The same IDC report also projects that by 2023, half of enterprise applications will be deployed in containerized hybrid-cloud or multicloud environments. To manage the complexity of these environments, teams need AI-assistance. With the right AI and automation in place, organizations can already declare AIOps victory.

Education 174

Education Strategy Innovation Website 174

Dynatrace

JUNE 6, 2023

Just as organizations have increasingly shifted from on-premises environments to those in the cloud, development and operations teams now work together in a DevOps framework rather than in silos. In the podcast, Grabner recalled his interview with Kelsey Hightower at the Perform 2023 conference.

DevOps 158

DevOps Engineering Innovation Best Practices 158

Dynatrace

MAY 17, 2023

As applications transform to be more distributed across multiple cloud environments, it becomes more important—and more difficult—to make them observable. We also introduced our demo app and explained how to define the metrics and traces it uses. We also defined the metrics and traces for our demo application using OpenTelemetry.

Transportation 180

Transportation Metrics Best Practices Code 180

Dynatrace

FEBRUARY 15, 2023

With these collaborative and exploratory analytics capabilities, teams can understand, share, and act on the insights derived from their data to optimize cloud operations, enhance application security, and accelerate the delivery of new innovations. New user experience for collaborative and exploratory data analytics using Notebooks.

Analytics 130

Analytics Government Media C++ 130

Dynatrace

AUGUST 9, 2023

In this blog post, we’ll use Dynatrace Security Analytics to go threat hunting, bringing together logs, traces, metrics, and, crucially, threat alerts. 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 189

Analytics AWS Strategy Infrastructure 189

Percona

FEBRUARY 24, 2023

Label-based access control is a security mechanism that allows companies to control who can access specific metrics based on their labels. To simplify access management : Label-based access control can simplify access management by allowing companies to assign labels to metrics. Which approach should I use when assigning roles?

Metrics 104

Metrics Monitoring Database Engineering 104

Percona

AUGUST 17, 2023

In another survey, using multiple metrics for overall popularity, PostgreSQL ranks as the fourth most popular database management system ( DB-Engines, March 2023 ). Craig Kerstiens, crunchydata, August 2023 ) That evolution has created lots of reasons for its expanding popularity.

Open Source 78

Open Source Healthcare Social Media Database 78

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. Open source logs and metrics take precedence in the monitoring process. Adoption of GitOps practices enables platform provisioning at scale.

Engineering 267

Engineering DevOps Best Practices Infrastructure 267

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity.

Analytics 179

Analytics Innovation Metrics Database 179

Dynatrace

SEPTEMBER 21, 2023

Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms. But while moving workloads to the cloud brings overall carbon emissions down, the cloud computing carbon footprint itself is growing. Certainly, this is true for us.

Energy 227

Energy Cloud Airlines Strategy 227

O'Reilly

APRIL 23, 2024

Some of those innovations, like Amazon’s cloud computing business, represented enormous new markets and a new business model. Amazon ’s most recent quarterly disclosures (Q4, 2023), for example, show year-on-year growth in online sales revenue of 9%, but growth in fees of 20% (third-party seller services) and 27% (advertising sales).

Social Media 111

Social Media Google Internet Internet 111

Percona

DECEMBER 18, 2023

Today’s post includes those releases and updates that have come out since December 4, 2023. was released on December 12, 2023. A release highlight is that to improve the gathering and sharing of PMM metrics and data, we’ve now integrated the pmm_dump client utility into PMM. was released on December 5, 2023.

Monitoring 85

Monitoring Open Source Servers Scalability 85

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. Logs are automatically produced and time-stamped documentation of events relevant to cloud architectures.

Analytics 181

Analytics Infrastructure Storage Efficiency 181