Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications.

Cache 226

Cache Azure Infrastructure Monitoring 226

The Netflix TechBlog

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal.

Traffic 347

Traffic Latency Tuning Systems 347

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. The company made these changes to support its ONETractor strategy, which seeks to deliver personalized, convenient shopping experiences anytime, anywhere.

Cloud 193

Cloud Ecommerce Performance Retail 193

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. By correlating security data with performance metrics, security teams can prioritize threats based on the potential impact on critical business operations.

Infrastructure 269

Infrastructure Innovation Monitoring Software Performance 269

Dynatrace

FEBRUARY 10, 2023

Further, automation has become a core strategy as organizations migrate to and operate in the cloud. More than 70% of respondents to a recent McKinsey survey now consider IT automation to be a strategic component of their digital transformation strategies. DevOps metrics and digital experience data are critical to this.

Efficiency 295

Efficiency Performance Analytics DevOps 295

Dynatrace

JUNE 9, 2023

Research has found that 99% of organizations have embraced a multicloud architecture. When data storage strategies become problematic to DevOps maturity Data warehouse-based approaches add cost and time to analytics projects. There’s also a potential scalability challenge with metrics in the context of microservices architectures.

DevOps 207

DevOps Analytics Storage Metrics 207

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 244

Cloud Metrics Strategy Monitoring 244

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.

AWS 271

AWS Efficiency Azure Cloud 271

Tasktop

OCTOBER 18, 2021

Speaking about DevOps and OKRs, Mik shared some of his “lessons learned” from large-scale transformations that leveraged OKRs and Flow Metrics to create an end-to-end, organization-wide feedback loop, as well as pitfalls that snapped some organizations back into the waterfall ways of measuring delivery. Take a Course in Flow Metrics.

DevOps 52

DevOps Metrics Virtualization Innovation 52

Dynatrace

MARCH 22, 2022

That’s why hybrid cloud architecture is a key tool in the arsenal for organizations striving to grow, modernize, and innovate. Indeed, more than 90% of businesses have implemented a hybrid cloud strategy. build microservices-based architecture. Additional infrastructure metrics.

Infrastructure 242

Infrastructure Cloud Java Azure 242

Dynatrace

MAY 4, 2022

To address these challenges, organizations are adopting cloud-first strategies and cloud-native application development practices. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 206

Cloud DevOps Strategy Monitoring 206

Dynatrace

OCTOBER 4, 2023

Thus, while business resilience is about protecting against unforeseen risk, it also enables an organization to develop a forward-looking strategy that helps it thrive in uncertain times. To bounce forward, organizations need a strategy to build business resilience. This strategy involves people, process, and technology.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

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 226

Artificial Intelligence DevOps Hardware Virtualization 226

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. There is no one-size-fits-all solution. This resonated well with our team.

AWS 233

AWS Strategy Storage Metrics 233

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Low Hanging Fruit vs Last Toothpaste in the Tube In the dream scenario, there is an area of the architecture which has a high value to the business when modernized and has little complexity. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

Dynatrace

MAY 6, 2021

Increasingly, organizations are turning to observability solutions to get visibility into their dynamic container-based architectures and hybrid-cloud environments. For predictive AIOps, Dynatrace detects anomalies using high-dimensional data derived from metrics in context. “If

Games 194

Games Metrics Monitoring Cloud 194

Dynatrace

DECEMBER 16, 2022

A growth strategy involves identifying core focus areas in which an organization excels and where it outperforms others. Successful platform adoption requires a platform to be easy to use and integrate with other architectures, applications, and data sources. Without open standards, platforms promote lock-in and hinder innovation.

Innovation 221

Innovation Software Software Cloud 221

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. Recovery time of the throughput metric.

Engineering 204

Engineering Tuning Latency Open Source 204

Dynatrace

JANUARY 22, 2024

Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. The logs, metrics, traces, and other metadata that applications and infrastructure generate have historically been captured in separate data stores, creating poorly integrated data silos.

Artificial Intelligence 232

Artificial Intelligence Healthcare Retail Government 232

Dynatrace

SEPTEMBER 2, 2020

For many organizations, digital transformation has escalated from an important business strategy to an essential survival strategy. Dynatrace news. Digital transformation is accelerating. To manage the complexity of these environments, teams need AI-assistance.

Education 203

Education Strategy Innovation Website 203

Dynatrace

APRIL 5, 2024

Data Explorer “test your Metric Expression” for info result coming from the above metric. Following the previous metric (above) used for the SLO, the threshold employed is an average of 100 ms for the Key Performance Indicator (KPI) of DOM Interactive.

Efficiency 247

Efficiency Traffic Tuning Metrics 247

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. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate. This includes servers, applications, software platforms, and websites.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

NOVEMBER 10, 2020

As a leader in cloud infrastructure and platform services , the Google Cloud Platform is fast becoming an integral part of many enterprises’ cloud strategies. Complete observability with Dynatrace provides you with all the metrics from all your Cloud Functions and services across your GCP projects and displays them on dashboard charts.

Google 244

Google Cloud Serverless Innovation 244

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. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. Incomplete.

Java 209

Java Analytics Infrastructure Cloud 209

Dynatrace

JULY 7, 2022

Teams sense by collecting—and connecting—the massive data volumes these systems generate in the form of metrics, events, logs, traces, and user experience data. Cumbersome legacy IT architecture is giving way to modern multicloud architectures where technologies, data, and processes converge to enable innovation.

Artificial Intelligence 204

Artificial Intelligence Automotive DevOps Infrastructure 204

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

APRIL 8, 2024

In summary, the Dynatrace platform enables banks to do the following: Capture any data type: logs, metrics, traces, topology, behavior, code, metadata, network, security, web, and real-user monitoring data, and business events. Maximize performance for high-frequency and low-latency trading strategies. Break down data silos.

Analytics 224

Analytics Infrastructure Efficiency Technology 224

Dynatrace

OCTOBER 14, 2022

As more organizations are moving from monolithic architectures to cloud architectures, the complexity continues to increase. In a machine learning model, a statistical analysis of current metrics, events, and alerts helps build a multidimensional model of a system to provide possible explanations for observed behavior.

Artificial Intelligence 197

Artificial Intelligence DevOps Analytics Cloud 197

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. There is no one-size-fits-all solution. This resonated well with our team.

AWS 147

AWS Strategy Storage Metrics 147

Alex Russell

OCTOBER 27, 2024

But that's not what strategy demands, and strategy is my job. [1] A reasonable diagnostic metric of success is time spent as a percentage of time on device. The fraction of "Jobs To Be Done" happening on the web would be the natural leading metric, but it's hard to track. What do I mean by "losing"?

Strategy 72

Strategy Mobile Google Social Media 72

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 52

Metrics Healthcare Automotive Innovation 52

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. Not just logs, metrics and traces.

AWS 242

AWS Lambda Artificial Intelligence Serverless 242

Dynatrace

MARCH 3, 2020

This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. 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.

Performance 263

Performance Education Innovation Software Architecture 263

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Below is an example workflow from this repo for a basic deployment strategy: The GitHub workflow first sets the Azure cluster credentials using the set context Action. SLO validation – ?Automatically

Software 246

Software Software Open Source Azure 246

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

Cloud 211

Cloud DevOps Open Source Retail 211

Dynatrace

NOVEMBER 2, 2020

Contextual information: Go beyond metrics, logs, and traces with UX and topology data to understand billions of interdependencies. Cloud-native architectures: Support for containers and serverless, including open standard like OpenTelementary, Prometheus, StatsD and Telegraf. It’s not hype, it’s the way forward.

Infrastructure 224

Infrastructure Monitoring Virtualization Serverless 224

Scalegrid

DECEMBER 21, 2023

With its widespread use in modern application architectures, understanding the ins and outs of Redis® monitoring is essential for any tech professional. 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