DZone

FEBRUARY 20, 2023

This is a recording of a breakout session from AWS Heroes at re:Invent 2022, presented by AWS Hero Zainab Maleki. This talk covers ways to leverage software engineering practices for data engineering and demonstrates how measuring key performance metrics could help build more robust and reliable data pipelines. Posted with permission.

Software Engineering 274

Software Engineering Engineering Software Software 274

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. surpassed $387 billion in 2022, more than double the figure of three years earlier. Uptime Institute’s 2022 Outage Analysis report found that over 60% of system outages resulted in at least $100,000 in total losses, up from 39% in 2019.

Best Practices 246

Best Practices DevOps Latency Metrics 246

Dynatrace

FEBRUARY 17, 2022

These are two values he shares with DevOps activist Andreas Grabner, who sat down with Hightower at Dynatrace Perform 2022 to talk about taming Kubernetes and the future of cloud-native technologies. If you’re going to have an SLO, you should have a story in mind of why you’re setting up all these alerts and collecting all these metrics.

Technology 246

Technology Technology Cloud Infrastructure 246

Dynatrace

JULY 25, 2024

According to the Cloud Native Computing Foundation (CNCF), 84% of organizations are using or evaluating Kubernetes , up from 81% in 2022. In fact, 76% of technology leaders say the dynamic nature of Kubernetes makes it more difficult to maintain visibility of their infrastructure compared with traditional technology stacks.

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

SEPTEMBER 13, 2023

Citrix is critical infrastructure For businesses operating in industries with strict regulations, such as healthcare, banking, or government, Citrix virtual apps and virtual desktops are essential for simplified infrastructure management, secure application delivery, and compliance requirements.

Monitoring 246

Monitoring Healthcare Infrastructure Metrics 246

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. To solve this problem, Dynatrace launched Grail, its causational data lakehouse , in 2022. Logs on Grail, included in the 2022 release, enables an endless variety of log-based use cases.

Analytics 246

Analytics Innovation Metrics Database 246

The Netflix TechBlog

JUNE 1, 2023

By Jose Fernandez , Ed Barker , Hank Jacobs Introduction In November 2022, we introduced a brand new tier —  Basic with ads. This tier extended existing infrastructure by adding new backend components and a new remote call to our ads partner on the playback path. We continued ramping up and eventually reached 100% replay.

Traffic 349

Traffic Best Practices Systems Testing 349

The Netflix TechBlog

JUNE 14, 2023

By Jennifer Shin , Tejas Shikhare , Will Emmanuel In 2022, a major change was made to Netflix’s iOS and Android applications. So, we relied on higher-level metrics-based testing: AB Testing and Sticky Canaries. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render.

Traffic 357

Traffic Latency Metrics Cache 357

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Find time- or entity-bound anomalies or patterns in your infrastructure monitoring logs. What’s next for Grail?

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

Dynatrace

JULY 18, 2022

The OpenTelemetry project was created to address the growing need for artificial intelligence-enabled IT operations — or AIOps — as organizations broaden their technology horizons beyond on-premises infrastructure and into multiple clouds. To learn more about OpenTelemetry efforts, make sure to watch the entire Perform 2022 session here.

Artificial Intelligence 246

Artificial Intelligence Open Source Analytics Monitoring 246

Dynatrace

MAY 3, 2022

65% of businesses report that 40% of their customers now engage with them through mobile devices , and 70% of digital businesses will require IT and Ops to report digital metrics by 2025. This insight into factors that impact user experiences helps pinpoint potential issues with application infrastructure and functionality.

Mobile 242

Mobile Monitoring Benchmarking Best Practices 242

Dynatrace

APRIL 22, 2022

At Dynatrace Perform 2022 , Technology Services Manager Thomas Janik and AWS Monitoring SME Matt Gault, both from American Family, explain how they boosted their cloud operations to increase resilience. Step 1: Automate AWS metrics ingestion with Dynatrace. 01 for every 1,000 metrics. It only costs about $.01

Cloud 242

Cloud Lambda Serverless AWS 242

Dynatrace

APRIL 11, 2023

The CVE Program, which publishes vulnerabilities as they become known, reported a 25% increase in vulnerabilities between 2021 and 2022. Observability is critical for monitoring application performance, infrastructure, and user behavior within hybrid, microservices-based environments. Learn more with the 2022 InfoSec guide.

Cloud 246

Cloud DevOps Open Source Retail 246

Dynatrace

OCTOBER 30, 2023

Gartner® predicts that by 2026, 40% of log telemetry will be processed through a telemetry pipeline product, up from less than 10% in 2022.* Application performance monitoring (APM) , infrastructure monitoring, log management, and artificial intelligence for IT operations (AIOps) can all converge into a single, integrated approach.

Best Practices 290

Best Practices Analytics Artificial Intelligence Infrastructure 290

Dynatrace

SEPTEMBER 21, 2023

The cloud now has a greater carbon footprint than the airline industry,” wrote anthropologist Steven Gonzalez Monserrate in a 2022 article from MIT. “A As we onboard more customers, the platform requires more infrastructure, leading to increased carbon emissions. These metrics include CPU, memory, disk, and network I/O.

Energy 264

Energy Cloud Airlines Strategy 264

Dynatrace

SEPTEMBER 7, 2022

Today, Dynatrace is recognized as a Leader in the 2022 Gartner Magic Quadrant for Application Performance Monitoring and Observability.¹ automating ingestion of logs, metrics, and traces and continuous dependency mapping with precise context across hybrid and multicloud environments. Why Dynatrace?

Traffic 246

Traffic AWS Network Cloud 246

Dynatrace

FEBRUARY 2, 2023

Not to mention, hosting parts of their cloud infrastructure locally isn’t something customers expect from their cloud solution. In October 2022, Dynatrace and Microsoft extended their deep integration to include metrics and topology from Azure Monitor.

Azure 246

Azure Cloud Monitoring Metrics 246

Dynatrace

FEBRUARY 7, 2022

Starting with April 2022, Dynatrace is retiring TLS 1.0 Resolved an issue that was causing alerts for infrastructure (for example, Host CPU) to be generated even when disabled. (APM-348563). Improved error message when attempting to create a service metric with key in wrong format. (APM-343455). Dynatrace news. Announcements.

Infrastructure 246

Infrastructure Metrics Database Availability 246

Dynatrace

AUGUST 8, 2022

Life as an SRE means always being alerted on issues, because your infrastructure and applications never sleep. The dashboard shows the state of multiple SLOs and downstream services the payment service depends on, its health state, and important metrics of the underlying technology stack. An issue occurs.

Mobile 264

Mobile Infrastructure DevOps Monitoring 264

Dynatrace

JULY 10, 2023

Dynatrace also named a Gartner Customers’ Choice Customers also named Dynatrace a Customers’ Choice in the latest Gartner® Peer Insights™ Voice of the Customer: Application Performance Monitoring report, from November 2022. Director of infrastructure, software sector “ Strong technology and stronger people.

Monitoring 246

Monitoring Retail Performance Government 246

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. Dynatrace’s 2022 State of SRE Report surveyed 450 SREs across the globe.

Best Practices 246

Best Practices Open Source Tuning Infrastructure 246

Dynatrace

JUNE 30, 2022

75% of SREs say that their organization is now using SLOs to evaluate service levels for applications and infrastructure. Step 3: Correlate performance metrics with user experience. In practice, this means leveraging key metrics such as availability and engagement. Read Dynatrace’s 2022 State of SRE Report.

Metrics 246

Metrics Games Monitoring Engineering 246

Dynatrace

JANUARY 20, 2022

Starting with April 2022, Dynatrace is retiring TLS 1.0 Apache Spark pool metrics are replaced with new ones. See Available metrics. Improved `builtin:apps.web.actionCount.summary` metric. (APM-339840). File descriptors metric now correctly aggregates PIDs on host’s process list and process details page. (APM-341616).

Lambda 245

Lambda AWS Metrics Azure 245

Dynatrace

MAY 27, 2022

At Dynatrace Perform 2022 , David Walker, a Lockheed Martin Fellow, and William Swofford, a full-stack engineer at Lockheed Martin, discuss how to create a self-diagnosing and self-healing IT server environment using this AIOps combination for auto-baselining, auto-remediation, monitoring as code, and more.

Artificial Intelligence 246

Artificial Intelligence Innovation Servers Database 246

Dynatrace

APRIL 15, 2022

As organizations expand their cloud footprints, they are combining public, private, and on-premises infrastructures. But modern cloud infrastructure is large, complex, and dynamic — and over time, this cloud complexity can impede innovation. “We have a rich metric expression language. Dynatrace news.

Cloud 245

Cloud Infrastructure Innovation Monitoring 245

Dynatrace

OCTOBER 6, 2022

The demo has been in active development since the summer of 2022 with Dynatrace as one of its leading contributors. Jaeger and Prometheus backends for displaying the collected traces and metrics, but you can easily configure alternative backends. is the custom metrics ingest endpoint that is used by the collector to export metrics.

Open Source 244

Open Source Metrics Tuning Technology 244

Dynatrace

APRIL 20, 2022

Our goal from the start was to not only use Dynatrace for infrastructure (e.g.: We wanted to expand and provide business process metrics (# of total orders per restaurant, orders canceled ratios, time per order, ingredients in or out of stock …) to quickly react to any issues and also get automatically alerted on anomalies.

Metrics 246

Metrics Mobile Internet Internet 246

Dynatrace

SEPTEMBER 21, 2022

The 2022 State of SRE Report surveyed 450 SREs across a variety of organizations about how they view SRE today and where they see it evolving as a discipline. More than half (54%) of respondents reported that too many metrics made finding the relevant ones difficult. Check out the webinar or download the 2022 State of SRE Report.

Artificial Intelligence 264

Artificial Intelligence Benchmarking DevOps Engineering 264

Dynatrace

APRIL 22, 2022

In a session at Dynatrace Perform 2022, Kopp joins Tim Gerlach, Product Owner of APM at SAP Business Platform to describe how. For example, OpenTelemetry for instrumenting microservices, Fluentd for collecting logs, and Prometheus for collecting metrics. Nonetheless, they still want to collect metrics, traces, and logs.

Open Source 244

Open Source Metrics Cloud Tuning 244

Dynatrace

JUNE 6, 2023

This ease of deployment has led to mass adoption, with nearly 80% of organizations now using container technology for applications in production, according to the CNCF 2022 Annual Survey. Container Network Interface (CNI) provides a common way to seamlessly integrate various technologies with the underlying Kubernetes infrastructure.

Open Source 246

Open Source Storage Analytics Innovation 246

Dynatrace

FEBRUARY 16, 2023

According to the 2022 Global CIO Report , 71% of CIOs from large organizations said all this data is beyond humans’ ability to manage. We start with data types—logs, metrics, traces, routes. It is about the collection of all of those together.” Throw in behavioral analytics, metadata, and real-user data. …

Artificial Intelligence 246

Artificial Intelligence Analytics Cloud Innovation 246

Dynatrace

JULY 5, 2022

According to the Dynatrace 2022 Global CIO Report , organizations are under more pressure than ever to keep pace with digital transformation. However, 58% of IT leaders say infrastructure management drains resources as cloud use increases. But AIOps also improves metrics that matter to the bottom line.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

FEBRUARY 10, 2023

Operations teams can monitor user experience in cloud infrastructure and automatically provision resources to optimize digital customer experience. How Mitchells & Butlers brought the business together with DevOps metrics from Dynatrace – blog Many organizations are undergoing a digital transformation. Learn more.

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

APRIL 26, 2022

At Dynatrace Perform 2022, Dynatrace Product Manager Florian Geigl and Senior Product Manager Matt Reider discuss the key DevOps challenges of Kubernetes complexity and explore how Dynatrace streamlines operations. Then, it ties these issues to specific business effects and metric anomalies.

Cloud 246

Cloud Artificial Intelligence DevOps Scalability 246

Dynatrace

APRIL 21, 2022

Starting with April 2022, Dynatrace is retiring TLS 1.0 You can create custom log metrics for smarter and faster troubleshooting, and you will be able to understand log data in the context of your full stack, including real user impacts. The display name is now required in metric metadata. Dynatrace news. Announcements.

Azure 246

Azure Metrics AWS Monitoring 246

Dynatrace

NOVEMBER 4, 2019

Gartner’s Top Emerging Trends in Cloud Native Infrastructure Report states, “Containers and Kubernetes are becoming the foundation for building cloud-native infrastructure to improve software velocity and developer productivity”. Stand-alone observability won’t cut it. Kubernetes clusters are typically shared across teams.

Monitoring 223

Monitoring Cloud Metrics Code 223

Dynatrace

FEBRUARY 28, 2024

To that end, in 2022, Dynatrace released Grail , the auto-indexing, schema-on-read data lakehouse, along with Notebooks and Dashboards. Start by asking yourself what’s there, whether it’s logs, metrics, or traces. Once you double down on the type, you want to figure out, or browse, which metric is relevant.

Analytics 246

Analytics Metrics Media Monitoring 246