Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. It also shows how data observability relates to business outcomes as organizations embrace generative AI. GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues.

Cache 199

Cache Azure Infrastructure Monitoring 199

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. Empowering teams to manage their FinOps practices, however, requires teams to have access to reliable multicloud monitoring and analysis data.

Best Practices 225

Best Practices Strategy Cloud AWS 225

Dynatrace

FEBRUARY 8, 2021

Leveraging cloud-native technologies like Kubernetes or Red Hat OpenShift in multicloud ecosystems across Amazon Web Services (AWS) , Microsoft Azure, and Google Cloud Platform (GCP) for faster digital transformation introduces a whole host of challenges. Collecting data requires massive and ongoing configuration efforts.

Cloud 256

Cloud Azure Analytics AWS 256

Dynatrace

SEPTEMBER 5, 2023

Organizations have clearly experienced growth, agility, and innovation as they move to cloud computing architecture. Organizations face cloud complexity, data explosion, and a pronounced lack of ability to manage their cloud environments effectively. quintilion bytes of data each day. We maintain data in context.”

Cloud 215

Cloud Artificial Intelligence Innovation Azure 215

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. The result is smarter, data-driven solutions designed to manage cloud spend. It involves a greater effort to transition teams from a data center approach to a cost-effective cloud consumption mentality. What is FinOps?

Cloud 188

Cloud Strategy Retail Energy 188

Dynatrace

NOVEMBER 11, 2021

Data confirms Aggarwal’s conclusions. According to Forrester Research, the COVID-19 pandemic fueled investment in “hyperscaler public clouds”—Amazon Web Services (AWS), Google Cloud Platform and Microsoft Azure. The research estimated a 35% increase in public cloud usage in 2021 alone. Why modern observability is different.

AWS 205

AWS Cloud Lambda Azure 205

Dynatrace

FEBRUARY 16, 2023

But the cloud also produces an explosion of data. And with that data comes the thorn to the cloud’s rose: increased complexity. The cloud is delivering an explosion of data and an incredible increase in its complexity. We start with data types—logs, metrics, traces, routes. We have to do better than that,” McConnell said.

Artificial Intelligence 186

Artificial Intelligence Analytics Cloud Innovation 186

InfoQ

JULY 20, 2023

Microsoft recently announced the general availability (GA) of Azure Managed Lustre, a managed file system for high-performance computing (HPC) and AI workloads. By Steef-Jan Wiggers

Azure 40

Azure Availability Systems Performance 40

Dynatrace

SEPTEMBER 13, 2023

And how can you verify this performance consistently across a multicloud environment that also uses Microsoft Azure and Google Cloud Platform frameworks? These workflows also utilize Davis® , the Dynatrace causal AI engine, and all your observability and security data across all platforms, in context, at scale, and in real-time.

AWS 240

AWS Efficiency Azure Cloud 240

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. Microsoft Azure. Organizations often adopt advanced architecture and move to progressive delivery in the cloud. Open source software containerization platform. Configuration management.

DevOps 184

DevOps Engineering Testing Open Source 184

Dynatrace

OCTOBER 10, 2022

Popular examples include AWS Lambda and Microsoft Azure Functions , but new providers are constantly emerging as this model becomes more mainstream. Serverless architecture makes it possible to host code anywhere, rather than relying on an origin server. Architectural complexity. Reduced latency. Difficult to monitor.

Serverless 160

Serverless Infrastructure Lambda Latency 160

Dynatrace

JANUARY 16, 2023

The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing. Big data : To store, search, and analyze large datasets, 32% of organizations use Elasticsearch.

Open Source 337

Open Source Java Operating System Programming 337

Dynatrace

MAY 19, 2022

Example 1: Architecture boundaries. Due to the massive amount of data, no one knew what action to take if a number went red. First, they took a big step back and looked at their end-to-end architecture (Figure 2). SLO dashboard defined by architectural boundary. The dashboards are green, so why are users complaining?

Automotive 263

Automotive Latency Architecture Azure 263

SQL Performance

APRIL 26, 2019

If so, you may have heard about the Azure SQL Database DTU calculator , and you may have also read about how it has been reverse engineered by Andy Mallon. If you're trying to analyze a large environment, or want to analyze data from specific points in time, this can become a chore. Database – Log Bytes Flushed/sec.

Azure 40

Azure Database Metrics Servers 40

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Kubernetes deployments can be managed using a combination of both the open-source Azure Kubernetes set context Action and Kubernetes deployment GitHub Action. SLO validation – ?Automatically

Software 246

Software Software Open Source Azure 246

Dynatrace

JUNE 15, 2023

In general, cloud application security involves authentication and access control, data encryption, identity and user management, and vulnerability management. Microservices-based architecture Applications built using microservices-based architecture can operate and interact across different cloud platforms.

Cloud 171

Cloud Open Source Architecture Monitoring 171

Dynatrace

MARCH 22, 2022

While many companies now enlist public cloud services such as Amazon Web Services, Google Public Cloud, or Microsoft Azure to achieve their business goals, a majority also use hybrid cloud infrastructure to accommodate traditional applications that can’t be easily migrated to public clouds. build microservices-based architecture.

Infrastructure 221

Infrastructure Cloud Java Azure 221

High Scalability

JANUARY 11, 2022

Architecture. from a client it performs two parallel operations: i) persisting the action in the data store ii) publish the action in a streaming data store for a pub-sub model. User Feed Service, Media Counter Service) read the actions from the streaming data store and performs their specific tasks. High Level Design.

Design 334

Design Media Storage Logistics 334

Scalegrid

JANUARY 8, 2024

AI algorithms embedded in cloud architecture automate repetitive processes, streamlining workloads and reducing the chance of human error. Using AI for Enhanced Cloud Operations The integration of AI in cloud computing is enhancing operational efficiency in several ways.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

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. shifted most of its ecommerce and enterprise analytics workloads to Kubernetes-managed software containers running in Microsoft Azure. ” Three years ago, Tractor Supply Co.

Cloud 166

Cloud Ecommerce Performance Retail 166

Dynatrace

JULY 12, 2022

Ultimately, this IT automation helps organizations garner real-time data for precise troubleshooting, robust application performance, and solid customer experience. These data insights became critical for Park ‘N Fly as it moved infrastructure to the cloud; IT resources became more dynamic and less visible.

Innovation 212

Innovation Infrastructure DevOps Azure 212

Dynatrace

MARCH 24, 2023

Generally, container orchestration tools communicate with a user-created YAML or JSON file — formats that enable data exchange between applications and languages — that describes the configuration of the application or service. Likewise, Kubernetes is both an enterprise platform and managed services with Red Hat OpenShift.

Infrastructure 179

Infrastructure Open Source Operating System Cloud 179

Scalegrid

MARCH 22, 2024

This covers everything from tech specs and what you expect from the service to security, how you’ll handle data, and how services will be managed. Hosting either on-premises or with third-party data center providers and deciding whether management services should be conducted internally or outsourced.

Strategy 130

Strategy Cloud Government Innovation 130

Adrian Cockcroft

NOVEMBER 26, 2023

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. Google Cloud and Microsoft Azure released Scope 3 data in 2021. Google Cloud and Microsoft Azure released Scope 3 data in 2021.

AWS 52

AWS Energy IoT Best Practices 52

Dynatrace

JUNE 7, 2023

” 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. It addresses regulations such as the European Union’s General Data Protection Regulation and the U.S. OpenShift Dedicated (OSD).

Open Source 199

Open Source Social Media Infrastructure Operating System 199

Dynatrace

MAY 13, 2022

This extension provides fully app-centric Cassandra performance monitoring for Azure Managed Instance for Apache Cassandra. Because of its scalability and distributed architecture, thousands of companies trust it to run their cloud and hybrid-based workloads at high availability without compromising performance.

Azure 231

Azure Latency Metrics Infrastructure 231

Dynatrace

SEPTEMBER 4, 2020

Thanks to its event-driven architecture, Keptn can pull SLIs (=metrics) from different data sources and validate them against the SLOs. Currently supported data sources are Prometheus , Dynatrace , Neoload with others in the works, e.g. Wavefront.

DevOps 243

DevOps Metrics Innovation Azure 243

Percona

JUNE 30, 2023

Architecture Operator SDK is now used to build and package the Operator. In addition to that: Run up to four pgBackrest repositories Bootstrap the cluster from the existing backup through Custom Resource Azure Blob Storage support Operations Deploying complex topologies in Kubernetes is not possible without affinity and anti-affinity rules.

Availability 95

Availability Open Source Azure Hardware 95

Percona

DECEMBER 4, 2023

Release highlights include: Docker images are now available for x86_64 architectures. Download Percona Distribution for PostgreSQL 16.1 Percona Distribution for PostgreSQL 15.5 Percona Distribution for PostgreSQL 15.5 was released on November 30, 2023. This release of Percona Distribution for PostgreSQL is based on PostgreSQL 15.5.

Open Source 81

Open Source Azure Servers Programming 81

Testsigma

NOVEMBER 18, 2021

He makes the points that non-functional testing should be higher up in your priority, that manual test data provisioning keeps you from truly reaping the rewards of automation, and that you must never miss an opportunity to celebrate good work. Manual test data provisioning. This changes how teams test for quality. That is slow.

Engineering 104

Engineering Social Media DevOps Azure 104

Dynatrace

APRIL 5, 2021

What is Azure Functions? 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. The growth of Azure cloud computing.

Azure 136

Azure Serverless IoT Lambda 136

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. Dynatrace news. Learn more here. What is AWS Lambda?

AWS 222

AWS Lambda Artificial Intelligence Serverless 222

Dynatrace

SEPTEMBER 30, 2021

Cloud services platforms like AWS, Azure, and GCP are reshaping how organizations deliver value to their customers, making cloud migration an increasingly attractive option for running applications. With an on-prem data center, the organization bears the burden of securing the physical infrastructure and its digital assets.

Cloud 160

Cloud Traffic Best Practices Strategy 160

Dynatrace

APRIL 19, 2023

Creating an ecosystem that facilitates data security and data privacy by design can be difficult, but it’s critical to securing information. When organizations focus on data privacy by design, they build security considerations into cloud systems upfront rather than as a bolt-on consideration.

Design 184

Design Storage Programming Analytics 184

Dynatrace

SEPTEMBER 8, 2022

Some time ago, we announced monitoring coverage for all Azure Monitor services , as well as the ability to purchase the Dynatrace Software Intelligence Platform through the Microsoft Azure Marketplace. Now, Dynatrace and Microsoft have further deepened their partnership by making Dynatrace for Azure generally available.

Azure 225

Azure Cloud Virtualization Metrics 225

ScaleOut Software

APRIL 6, 2021

With the ScaleOut Digital Twin Streaming Service , an Azure-hosted cloud service, ScaleOut Software introduced breakthrough capabilities for streaming analytics using the real-time digital twin concept. Scaleout StreamServer® DT was created to meet this need.

IoT 52

IoT Azure Analytics Healthcare 52

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. Tables are a physical data model, essentially the type of observability data that you can store.

Artificial Intelligence 255

Artificial Intelligence Analytics Metrics Storage 255