Dynatrace

JANUARY 31, 2024

In the age of AI, data observability has become foundational and complementary to AI observability, data quality being essential for training and testing AI models. The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe.

DevOps 194

DevOps Analytics Airlines Metrics 194

Dynatrace

NOVEMBER 2, 2023

This public cloud management discipline provides IT, DevOps , CloudOps, finance, and business teams with continuous cost optimization tools and accurate accounting of cloud resources. Create optimization strategies with realistic goals for each team. That’s where FinOps can help. What is FinOps? FinOps company culture.

Cloud 195

Cloud Strategy Retail Energy 195

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. What is DevSecOps?

DevOps 185

DevOps Analytics Best Practices Java 185

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. DevOps/DevSecOps with AWS. Learn more here.

AWS 228

AWS Lambda Artificial Intelligence Serverless 228

Dynatrace

OCTOBER 14, 2022

Machine learning algorithms use vast amounts of data to train systems and allow them to draw accurate conclusions based on available information. Supervised learning uses already-labeled data to train algorithms for specific outputs. Why deterministic AIOps is essential for DevOps — and beyond. Increased shift-left capabilities.

Artificial Intelligence 175

Artificial Intelligence DevOps Analytics Cloud 175

Dynatrace

JULY 25, 2023

Large language models (LLMs), which are the foundation of generative AIs, are neural networks: they learn, summarize, and generate content based on training data. Autoremediation workflows or automated integrations with ChatOps, DevOps, and ITSM tools have never been easier. It can generate reports and take action automatically.

Best Practices 234

Best Practices Analytics Metrics Code 234

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 187

Best Practices Open Source Tuning Infrastructure 187

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Dynatrace

MARCH 16, 2021

Despite these investments, these organizations have complete visibility into just 11% of the applications and infrastructure in their environments. It takes times to train statistics-based machine learning solutions, and this approach doesn’t scale easily with modern, dynamic cloud-native environments.

Artificial Intelligence 192

Artificial Intelligence Open Source Cloud Analytics 192

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, ‍Terraform is a revolution in the way we handle infrastructure. Background‍The idea of managing infrastructure through code wasn't initiated by HashiCorp.

Open Source 52

Open Source DevOps AWS Azure 52

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, What Exactly is Terraform?‍Terraform Terraform is a revolution in the way we handle infrastructure. This level of granularity is not found in UI-managed systems.

Open Source 40

Open Source DevOps AWS Azure 40

Dynatrace

JUNE 1, 2021

Application performance monitoring focuses on specific metrics and measurements; application performance management is the wider discipline of developing and managing an application performance strategy. Automatic discovery and mapping of application and its infrastructure components to maintain real-time awareness in dynamic environments.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

The Morning Paper

FEBRUARY 18, 2020

Enterprises in every industry are developing strategies for digitally transforming their businesses at every level. The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. And there’s going to be a lot of them!

Government 95

Government Software Engineering Storage Database 95

Percona

JUNE 22, 2023

As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system. Components of high availability infrastructure Multiple copies of data Data redundancy helps prevent data loss due to hardware or software failures.

Availability 111

Availability Database Open Source Hardware 111

Alex Russell

MAY 9, 2022

Teams looking to grow past Level 1 develop (or uncover they already had) Real User Monitoring (" RUM data") infrastructure in previous cycles. This also requires an investment in infrastructure and continuous monitoring. At Level 5, serious training and guardrails are required to integrate new talent.

Performance 86

Performance Latency Metrics Engineering 86

Tasktop

OCTOBER 30, 2019

We’re delighted to announce a limited release to a community near and dear to us at the DevOps Enterprise Summit – learn more from our CEO and founder, Dr. Mik Kersten. . He had a strategy. ” Product-thinking and secure delivery – DevOps Enterprise Summit 2019 – Day One Recap . Day two recap. What’s next?

DevOps 8

DevOps Education Innovation Metrics 8

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. Cloud Usage Waxing, not Waning.

Cloud 141

Cloud Serverless AWS Architecture 141

High Scalability

NOVEMBER 25, 2019

Infrastructure Optimization. I mean that as your scale grows then design patterns and strategies that used to work 2 years ago and allowed you to go from defensive to offensive positioning may buckle under pressure or becomes cost-prohibitive. Once it's resolved our pipeline takes over and the ticket catches the next release train.

Architecture 52

Architecture Cache Azure Storage 52