Dynatrace

APRIL 7, 2022

Every company has its own strategy as to which technologies to use. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. Davis topology-aware anomaly detection and alerting for your Micrometer metrics. Topology-related custom metrics for seamless reports and alerts.

Metrics 130

Metrics Latency Java Cache 130

Dynatrace

JANUARY 31, 2024

Bringing together metrics, logs, traces, problem analytics, and root-cause information in dashboards and notebooks, Dynatrace offers an end-to-end unified operational view of cloud applications. Development and demand for AI tools come with a growing concern about their environmental cost.

Cache 208

Cache Azure Infrastructure Monitoring 208

The Netflix TechBlog

MAY 4, 2023

This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal. The second phase involves migrating the traffic over to the new systems in a manner that mitigates the risk of incidents while continually monitoring and confirming that we are meeting crucial metrics tracked at multiple levels.

Traffic 339

Traffic Latency Tuning Systems 339

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. We also couldn’t compromise on performance and availability.” That includes baking a multicloud observability strategy into the plan from the beginning.

Cloud 175

Cloud Ecommerce Performance Retail 175

Dynatrace

NOVEMBER 2, 2023

Enhanced customer confidence through excellent service availability. The good news: even for latecomers to the compliance party, compliance is perfectly doable within the timeframe given the right tools and strategies. Organisations typically waste valuable time discussing and deciding the right strategy for hunting down the problem.

Cloud 226

Cloud Infrastructure Strategy Hardware 226

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. This workflow uses the Dynatrace Site Reliability Guardian application.

AWS 251

AWS Efficiency Azure Cloud 251

Dynatrace

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. SREs and DevOps engineers can implement targeted remediation strategies and prioritize incident response efforts to minimize the impact on systems and users. Predictive analytics can anticipate potential failures and security breaches.

Artificial Intelligence 266

Artificial Intelligence DevOps Analytics Engineering 266

Dynatrace

MAY 23, 2024

After failures, Kafka Streams’ partition assignment strategy, triggered by rebalances, causes its executions to accumulate more lag. In Kafka Streams, a large configuration space is available for potential optimizations. Recovery time of the throughput metric. This significantly increases event latency.

Engineering 185

Engineering Tuning Latency Open Source 185

The Netflix TechBlog

OCTOBER 7, 2021

However, Netflix is available for streaming on thousands of types of devices and it is powered by hundreds of micro-services which are deployed independently, making it extremely challenging to comprehensively test internally. Deployment Strategies We are all familiar with the advantages of releasing frequently and in smaller chunks.

Metrics 197

Metrics Mobile Testing Strategy 197

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 237

Best Practices Analytics Metrics Code 237

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'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Manifest is requested by the client and gets delivered to the player before the license request, and it itemizes the available streams.

C++ 312

C++ Metrics Tuning Strategy 312

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. There is a wide selection of advanced solutions available for cloud monitoring, including various choices for ensuring top-notch security in your organization’s systems.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

AUGUST 8, 2022

the newly released mobile app available on Android and iOS , uses Davis AIOps to push alert notifications directly to your phone and significantly reduce the incident response times. Now every second matters for the Site Reliability Engineering Team as it affects Mean Time to Resolution (MTTR) metrics! Dynatrace 3.0, An issue occurs.

Mobile 241

Mobile Infrastructure DevOps Monitoring 241

Dynatrace

SEPTEMBER 22, 2022

As your team begins its journey toward DevOps automation, consider tracking key DevOps metrics such as the following to help assess your organization’s progress and to encourage buy-in from reluctant stakeholders: Deployment frequency measures how often a team successfully releases to production. Benefits of automation in DevOps.

DevOps 193

DevOps Innovation Speed Monitoring 193

Dynatrace

JULY 30, 2021

One of the aspects of progressive delivery is using new zero-downtime deployment strategies such as Canary, Blue-Green, or Feature Flags. 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). Step 3: SLOs.

Cloud 235

Cloud Metrics Strategy Monitoring 235

Dynatrace

JULY 1, 2020

These are all interesting metrics from marketing point of view, and also highly interesting to you as they allow you to engage with the teams that are driving the traffic against your IT-system. All you need to do is create five custom metrics – one per continent. Add the five metrics on a dashboard like the example below.

Traffic 264

Traffic Analytics Metrics Servers 264

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

The Netflix TechBlog

JUNE 1, 2023

We informed our engineering and business partners, including customer support, about the experiment and ramped up traffic incrementally while monitoring the success and error metrics through Lumen dashboards. We continued ramping up and eventually reached 100% replay. At this point we felt confident to run the replay traffic 24/7.

Traffic 342

Traffic Best Practices Systems Testing 342

Dynatrace

APRIL 5, 2024

Let’s assume we created a service-availability SLO, monitoring the request failure count against the overall request counts. Data Explorer “test your Metric Expression” for info result coming from the above metric. What characterizes a weak SLO?

Efficiency 230

Efficiency Traffic Tuning Metrics 230

Dynatrace

AUGUST 26, 2020

We’re continuously investing in performance optimizations, high availability, and resilience for Dynatrace Managed deployments. Optimal metric storage management strategy. Dynatrace Managed metric storage management is reliable and delivers high performance. Impact on disk space.

Performance 150

Performance Hardware Java Storage 150

Dynatrace

NOVEMBER 1, 2022

DevOps and ITOps teams rely on incident management metrics such as mean time to repair (MTTR). These metrics help to keep a network system up and running?, Other such metrics include uptime, downtime, number of incidents, time between incidents, and time to respond to and resolve an issue. So, what is MTTR?

DevOps 211

DevOps Artificial Intelligence Metrics Network 211

Dynatrace

DECEMBER 15, 2022

ITOps teams use more technical IT incident metrics, such as mean time to repair, mean time to acknowledge, mean time between failures, mean time to detect, and mean time to failure, to ensure long-term network stability. In general, you can measure the business value of ITOps by evaluating the following: Usability.

Artificial Intelligence 207

Artificial Intelligence DevOps Hardware Virtualization 207

Dynatrace

MAY 6, 2021

For predictive AIOps, Dynatrace detects anomalies using high-dimensional data derived from metrics in context. “If If you look at a metric like utilization, you can analyze that data along three different aspects, also known as dimensions,” Natschläger explained. But of course, there are metrics for which this assumption does not hold.

Games 176

Games Metrics Monitoring Cloud 176

Dynatrace

DECEMBER 14, 2021

From practical shifts – flexible cancellation policies, short-haul trips, and last-minute bookings – to forward-looking strategies – contactless communications, smart rooms, and robots – travel experiences are increasingly digital, and guest experience is becoming synonymous with digital experience. Want to learn more? Watch webinar now!

Airlines 227

Airlines Social Media Entertainment Transportation 227

Dynatrace

JANUARY 13, 2022

As our team discussed attack detection and mitigation strategies for Log4Shell, we received the first real-time updates in our vulnerability feed from Dynatrace Application Security. The Dynatrace Log4j remediation strategy: Why Dynatrace Application Security is crucial.

Social Media 229

Social Media Strategy Media Java 229

Scalegrid

DECEMBER 21, 2023

Buckle up as we delve into the world of Redis® monitoring, exploring the most important Redis® metrics, discussing essential tools, and even peering into the future of Redis® performance management. Identifying key Redis® metrics such as latency, CPU usage, and memory metrics is crucial for effective Redis monitoring.

Strategy 130

Strategy Monitoring Latency DevOps 130

The Netflix TechBlog

NOVEMBER 9, 2021

To achieve this goal, the Encoding Technologies team made the following design decisions about AV1 encoding recipes: We always encode at the highest available source resolution and frame rate. This strategy improves encoding throughput by right-sizing jobs based on instance types.

Media 246

Media Open Source Efficiency Software Engineering 246

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments.

Software 246

Software Software Open Source Azure 246

Dynatrace

APRIL 13, 2023

As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging. In the cloud, infrastructure components are often distributed across multiple regions, availability zones, and even multiple cloud providers.

Analytics 190

Analytics Java Infrastructure Cloud 190

Scalegrid

MARCH 14, 2024

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. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

DECEMBER 14, 2021

From practical shifts – flexible cancellation policies, short-haul trips, and last-minute bookings – to forward-looking strategies – contactless communications, smart rooms, and robots – travel experiences are increasingly digital, and guest experience is becoming synonymous with digital experience. Want to learn more?

Airlines 193

Airlines Social Media Entertainment Transportation 193

Dynatrace

NOVEMBER 2, 2020

As IT infrastructure has become increasingly distributed and complex, organizations face the challenge of aligning business objectives and end-user experience with the availability and performance of the IT infrastructure. This ensures your organization has a compressive look at performance and availability across your entire IT ecosystem.

Infrastructure 205

Infrastructure Monitoring Virtualization Serverless 205

The Netflix TechBlog

MARCH 10, 2023

Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries. We collect the failure metrics to be checked and fixed later. We are using the Netflix Atlas framework to collect and monitor such metrics.

Media 237

Media Traffic Processing Design 237

Dynatrace

DECEMBER 16, 2022

A growth strategy involves identifying core focus areas in which an organization excels and where it outperforms others. Don’t put resources into building a platform that is available off the shelf. Teams can use it to instrument frameworks and components and export telemetry data, such as metrics, traces, and logs.

Innovation 201

Innovation Software Software Cloud 201

Dynatrace

JULY 31, 2020

While in classic bare-metal stacks CPU resources are made “available” through over-provisioning, in modern SaaS environments you only pay for those CPU resources that you use—no over-provisioning of resources is required. Analyzing and optimizing CPU consumption has always been an important concern.

Monitoring 236

Monitoring Performance Java Processing 236

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 105

Metrics Monitoring Database Engineering 105