Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind. Check out the resources below for more information.

Artificial Intelligence 229

Artificial Intelligence Cloud Best Practices DevOps 229

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 233

Energy Cloud Airlines Strategy 233

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Different teams have their own siloed monitoring solution. What trends are you seeing in the industry?

Strategy 178

Strategy Performance Logistics Monitoring 178

Dynatrace

JANUARY 22, 2024

Traditional monitoring provides correlations between events, but causal AI goes further by inferring the probabilistic causal relationships between them. Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly.

Artificial Intelligence 207

Artificial Intelligence Healthcare Retail Government 207

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Monitoring and logging are fundamental building blocks of observability. Similarly, digital experience monitoring is another ongoing process that lends itself to IT automation. Monitoring automation is ongoing.

Artificial Intelligence 188

Artificial Intelligence Tuning Strategy Big Data 188

Dynatrace

JANUARY 31, 2024

Data observability involves monitoring and managing the internal state of data systems to gain insight into the data pipeline, understand how data evolves, and identify any issues that could compromise data integrity or reliability. Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued.

DevOps 194

DevOps Analytics Airlines Metrics 194

Dynatrace

NOVEMBER 2, 2023

FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. Create optimization strategies with realistic goals for each team. The result is smarter, data-driven solutions designed to manage cloud spend. What is FinOps?

Cloud 195

Cloud Strategy Retail Energy 195

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible!

Cloud 130

Cloud Virtualization Storage Efficiency 130

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. Enabling predictive monitoring to identify problems before causing a disruption.

Best Practices 187

Best Practices Open Source Tuning Infrastructure 187

Dynatrace

SEPTEMBER 30, 2021

Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. In cloud computing environments, infrastructure and services are maintained by the cloud vendor, allowing you to focus on how best to serve your customers. However, it can also mean migrating from one cloud to another.

Cloud 165

Cloud Traffic Best Practices Strategy 165

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. 9 key DevOps metrics for success.

AWS 228

AWS Lambda Artificial Intelligence Serverless 228

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

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. There are two broad types of machine learning: supervised and unsupervised. Enhanced visibility.

Artificial Intelligence 175

Artificial Intelligence DevOps Analytics Cloud 175

Dynatrace

NOVEMBER 15, 2021

Monitoring digital experiences has become increasingly critical for organizations to maintain their competitive edge. One advantage of digital experience over physical interaction is the tooling and technologies that are available to monitor and potentially improve the experience for your users. What is digital experience monitoring?

Mobile 217

Mobile Social Media Monitoring Metrics 217

Percona

NOVEMBER 3, 2023

Do you have monitoring tools in place? To achieve this, a substantial commitment is necessary from your team to master effective testing strategies. This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. Have you built a testing environment?

Database 86

Database Open Source Benchmarking Strategy 86

Dynatrace

JUNE 1, 2021

Application performance monitoring (APM) is the practice of tracking key software application performance metrics using monitoring software and telemetry data. Mobile apps, websites, and business applications are typical use cases for monitoring. APM can be referred to as: Application performance monitoring.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Dynatrace

MARCH 16, 2021

In practice, AI-driven solutions help reduce the burden on IT teams by allowing them to offload routine monitoring and management tasks so they can focus on mission-critical concerns. To tame this complexity, organizations now use an average of 10 different monitoring tools.

Artificial Intelligence 192

Artificial Intelligence Open Source Cloud Analytics 192

Percona

NOVEMBER 9, 2023

It simplifies infrastructure management and is the driving force behind many cloud-native applications and services. Because of this flexibility, businesses may choose the infrastructure that best meets their needs. Are you interested in learning more about Kubernetes or need assistance with your cloud-native strategy?

Efficiency 106

Efficiency Cloud Healthcare Open Source 106

CSS Wizardry

OCTOBER 27, 2018

To make things worse, they’re also usually unsure whose responsibility performance measuring and monitoring is. My involvement with clients here is usually workshops and training: teaching developers the knowledge and tooling required to effectively conduct performance audits, and making teams self-sufficient. Who: Engineers.

Performance Testing 172

Performance Testing Testing Performance Strategy 172

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

Percona

OCTOBER 18, 2023

Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother. Your approach should align with your goals, abilities, and organizational requirements, and there are some common migration strategies for you to consider as you move forward.

Open Source 96

Open Source Database Hardware Strategy 96

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint.

AWS 52

AWS Energy IoT Best Practices 52

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

Official Blog - World Web Technology

NOVEMBER 19, 2023

Hiring and retaining an internal web development team may be quite costly due to the expenses connected with pay, benefits, infrastructure, and continuous professional development. They don’t have to hire, train, and manage developers, which would take time and work. Future Trends in Web Development Outsourcing!

Development 59

Development Best Practices Website Artificial Intelligence 59

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

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. While paid marketing strategies like Google Ads play a part in our approach as well, enhancing our organic traffic remains a major priority. SEO is key to our success.

Performance 74

Performance Cache Traffic Metrics 74

Alex Podelko

SEPTEMBER 8, 2020

In this time, I learned a lot, but the price for this was to have to deal with random infrastructure issues and unhelpful support from HP. I must confess I was feeling so high and mighty about using LoadRunner, the “best” tool in the market, that it took this 3 day training to have me realize that viable alternatives existed.

Open Source 223

Open Source Performance Testing Testing Performance 223

Percona

JUNE 22, 2023

As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system. Failure detection : Monitoring mechanisms detect failures or issues that could lead to failures. It also supports the flexibility and scalability of the database infrastructure.

Availability 111

Availability Database Open Source Hardware 111

Testsigma

MAY 6, 2021

It will be a better idea to let people focus on the test strategy, test cases, exploratory/ad-hoc testing, and other testing-related activities. The tool is completely cloud-based so all your costs and efforts related to procuring infrastructure and setting up would be saved.

Mobile 52

Mobile Testing Website Internet 52

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

Official Blog - World Web Technology

MARCH 16, 2023

It can save you from headaches such as recruiting the team, interviewing them, buying licensed tools and software, training, monitoring the progress, etc. You can have direct communication with the team and personally monitor the progress. You can discuss this with your marketing team and design a strategy.

Development 52

Development Mobile Artificial Intelligence Design 52

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. Training models and developing complex applications on top of those models is becoming easier. of nonusers, 5.4%

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage 187

Storage Design Scalability Latency 187

Smashing Magazine

NOVEMBER 22, 2021

Implementing this change enabled us to take major steps such as updating our infrastructure along with completely rewriting our core functionality from the ground up. And that in order to achieve this strategy implementing a culture of performance throughout the organization is a must. Measuring And Monitoring.

Website 126

Website Performance Google Media 126

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 249

Architecture Best Practices Engineering Open Source 249

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

The Netflix TechBlog

OCTOBER 16, 2019

Without infrastructure-level support, every team ends up building their own point solution to varying degrees of success. Gutenberg allows browsing older versions of data for use cases such as debugging, rapid mitigation of data related incidents, and re-training of machine-learning models. for example to train machine-learned models.

Cache 187

Cache Architecture Metrics Java 187