Dynatrace

JUNE 1, 2023

Serving as agreed-upon targets to meet service-level agreements (SLAs), SLOs can help organizations avoid downtime, improve software quality, and promote automation in the DevOps lifecycle. In this post, I’ll lay out five foundational service level objective examples that every DevOps and SRE team should consider.

Latency 181

Latency Website Traffic Virtualization 181

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 179

Artificial Intelligence DevOps Analytics Cloud 179

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 197

DevOps Analytics Airlines Metrics 197

Dynatrace

JUNE 1, 2023

Serving as agreed-upon targets to meet service-level agreements (SLAs), SLOs can help organizations avoid downtime, improve software quality, and promote automation in the DevOps lifecycle. In this post, I’ll lay out five SLO examples that every DevOps and SRE team should consider.

Traffic 173

Traffic Latency Website Virtualization 173

Dynatrace

JULY 6, 2022

IT automation, DevOps, and DevSecOps go together. DevOps and DevSecOps methodologies are often associated with automating IT processes because they have standardized procedures that organizations should apply consistently across teams and organizations. AI that is based on machine learning needs to be trained.

Artificial Intelligence 193

Artificial Intelligence Tuning Strategy Big Data 193

Dynatrace

AUGUST 7, 2023

Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. To address this, organizations are integrating DevOps and security, or “DevSecOps,” to detect and respond to software vulnerabilities in development and production faster and more efficiently.

DevOps 190

DevOps Analytics Best Practices Java 190

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 237

Best Practices Analytics Metrics Code 237

Dynatrace

OCTOBER 14, 2021

Here, we’ll discuss the AIOps landscape as it stands today and present an alternative approach that truly integrates artificial intelligence into the DevOps process. They require extensive training, and real-user must spend valuable time filtering any false positives. training data) that the algorithm can then learn from.

Artificial Intelligence 217

Artificial Intelligence DevOps Innovation Metrics 217

Dynatrace

APRIL 14, 2020

Well, that’s exactly what the Dynatrace University team did to support Dynatrace’s hands-on training (HoT) days at Dynatrace’s annual user conference Perform in Las Vegas. The Dynatrace dashboard below that shows the thousands of EC2 instances coming up and then being removed at the close of the training. Quite impressive!

AWS 167

AWS Lambda Performance Infrastructure 167

Dynatrace

SEPTEMBER 21, 2023

Research from 2020 suggests that training a single LLM generates around 300,000 kg of carbon dioxide emissions—equal to 125 round-trip flights from New York to London. As we onboard more customers, the platform requires more infrastructure, leading to increased carbon emissions. This adoption will further impact carbon emissions.

Energy 238

Energy Cloud Airlines Strategy 238

Dynatrace

SEPTEMBER 28, 2020

to help enterprises go from seeing a problem to understanding where it came from – connecting application workloads, infrastructure, and digital experience, in ways that few other players in the market can offer.” . The company has invested significantly in providing a single-pane-of-glass experience ?

Cloud 245

Cloud Serverless Innovation Architecture 245

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 192

Best Practices Open Source Tuning Infrastructure 192

Dynatrace

JANUARY 31, 2022

As a result, instead of losing issues in the noise, DevOps and engineering teams can pinpoint problems and optimize performance across serverless platforms to deliver better software. Simply put, cloud-based serverless architecture helps teams maximize performance while also reducing the cost of maintaining IT infrastructure.

Serverless 181

Serverless Architecture Open Source Innovation 181

Dynatrace

JUNE 5, 2023

If you’re in IT, you know how important it is to keep an eye on your systems and infrastructure in real-time. ChatOps is a DevOps practice that combines chat and operations, allowing teams to collaborate and automate tasks using a real-time chat environment. What is ChatOps?

Google 206

Google DevOps Efficiency Monitoring 206

Dynatrace

DECEMBER 2, 2021

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release, and where engineers should focus their time. SLOs allow DevOps teams to predict the problems before they occur and especially before they impact customers. Help with decision making.

Metrics 196

Metrics Best Practices DevOps Infrastructure 196

Dynatrace

APRIL 5, 2021

Azure is a large and growing cloud computing ecosystem that empowers its users to access databases, launch virtual servers, create websites or mobile applications, run a Kubernetes cluster, and train machine learning models, to name a few examples. The growth of Azure cloud computing.

Azure 138

Azure Serverless IoT Lambda 138

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. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed.

Cloud 200

Cloud Strategy Retail Energy 200

Dynatrace

OCTOBER 5, 2022

The Cybersecurity and Infrastructure Security Agency (CISA) and National Cybersecurity Alliance (NCA) state that cyber security is truly about the people. DevSecOps builds on existing DevOps culture and practices, integrating security into every step of the software development lifecycle. What does that mean?

Best Practices 198

Best Practices Education Monitoring Government 198

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 Infrastructure 52

Dynatrace

DECEMBER 10, 2020

Change starts by thoroughly evaluating whether the current architecture, tools, and processes for configuration, infrastructure, code delivery pipelines, testing, and monitoring enable improved customer experience faster and with high quality or not. Rethinking the process means digital transformation.

Strategy 182

Strategy Performance Logistics Monitoring 182

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 196

Artificial Intelligence Open Source Cloud Analytics 196

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 Infrastructure 40

Percona

DECEMBER 27, 2023

Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in. Standardization and collaboration are key to sharing common knowledge and patterns across teams and infrastructures. However, 17% of organizations operate security separately from DevOps, lacking any DevSecOps initiatives.

Cloud 77

Cloud Open Source Strategy Best Practices 77

J. Paul Reed

JUNE 22, 2023

Here’s why: years ago, Thoughtworker Ken Mugrage and I had an interesting conversation about precisely these types of CI/CD scripts and infrastructure. We started talking about how as DevOps practices proliferated, more developers were writing these types of scripts. A lot of heavy lifting. Heck, what does “work” even actually mean?

Open Source 52

Open Source Engineering Infrastructure Internet 52

High Scalability

MARCH 17, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 105

Education Engineering Java Software Engineering 105

High Scalability

MARCH 3, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 114

Education Games Engineering Java 114

High Scalability

FEBRUARY 18, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 113

Education Games Engineering Java 113

High Scalability

APRIL 14, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 24, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

FEBRUARY 9, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 108

Education Games Engineering Java 108

High Scalability

APRIL 28, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 30, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MAY 26, 2020

Stream is currently also hiring Devops and Python/Go developers in Amsterdam. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. With your help we'd like to ad a few zeros to that number.

Education 100

Education AWS Software Engineering Scalability 100

Adrian Cockcroft

JUNE 2, 2023

Some of the talks at GlueCon were about techniques for adding domain knowledge via re-training, prompting or plug-ins to maintain quality output. CtrlStack are building AI driven DevOps automation tools and they showed a few examples. Here’s a list of models that helps make sense of some of the terminology that’s floating around.

Social Media 98

Social Media Innovation Open Source Entertainment 98

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. In our analysis, we assigned experience levels to our respondents for some of the survey questions. Industries of survey respondents.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

Dynatrace

JUNE 1, 2021

Automatic discovery and mapping of application and its infrastructure components to maintain real-time awareness in dynamic environments. Integration and automation with service management tools and third-party sources to keep pace with an expanding and evolving infrastructure. Improved infrastructure utilization.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148