Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. Tech Transforms podcast: It’s time to get familiar with generative AI – blog Generative AI can unlock boundless innovation. What is generative AI? Cloud application security is crucial to every organization.

Artificial Intelligence 234

Artificial Intelligence Cloud Best Practices DevOps 234

Dynatrace

DECEMBER 13, 2023

This year, they’ve been asked to do more with less, innovate faster, and tame the ever-increasing complexities of modern cloud environments. 2: AI-generated code will create the need for digital immune systems. No one will be around who fully understands the code. Data indicates these technology trends have taken hold.

Technology 208

Technology Technology Artificial Intelligence Analytics 208

Dynatrace

FEBRUARY 23, 2022

As businesses take steps to innovate faster, software development quality—and application security—have moved front and center. Indeed, according to one survey, DevOps practices have led to 60% of developers releasing code twice as quickly. Increased adoption of Infrastructure as code (IaC). Dynatrace news.

Serverless 270

Serverless Infrastructure Innovation DevOps 270

Dynatrace

SEPTEMBER 5, 2023

Organizations have clearly experienced growth, agility, and innovation as they move to cloud computing architecture. Ultimately, cloud observability helps organizations to develop and run “software that works perfectly,” said Dynatrace CEO Rick McConnell during a keynote at the company’s Innovate conference in Săo Paulo in late August.

Cloud 226

Cloud Artificial Intelligence Innovation Azure 226

Dynatrace

SEPTEMBER 21, 2023

The growing adoption of innovations like generative AI, based on large-language models (LLMs), will only increase demand for cloud computing. 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.

Energy 238

Energy Cloud Airlines Strategy 238

Dynatrace

MARCH 29, 2024

Teams require innovative approaches to manage vast amounts of data and complex infrastructure as well as the need for real-time decisions. As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency.

Artificial Intelligence 187

Artificial Intelligence DevOps Strategy Open Source 187

Dynatrace

FEBRUARY 10, 2022

Today, businesses are racing ever faster to accommodate customer demands and innovate without sacrificing product quality or security. As they increase the speed of product innovation and software development, organizations have an increasing number of applications, microservices and cloud infrastructure to manage. Dynatrace news.

Artificial Intelligence 189

Artificial Intelligence Performance Innovation Speed 189

Dynatrace

SEPTEMBER 28, 2020

The study for the ISG Provider Lens ™ Cloud-Native Observability Quadrant measures the breadth, depth, quality, and vision of a product portfolio’s offering, and its competitive strength in the marketplace, customer satisfaction, business innovation, and go-to-market strength.

Cloud 245

Cloud Serverless Innovation Architecture 245

Dynatrace

OCTOBER 17, 2022

Teams can address testing and deployment issues automatically, which streamlines continuous integration and continuous delivery pipelines and increases innovation throughput. But before that new code can be deployed, it needs to be tested and reviewed from a security perspective. On the other end of the tree, you can assess the impact.

DevOps 201

DevOps Artificial Intelligence Healthcare Innovation 201

Dynatrace

OCTOBER 14, 2021

They require extensive training, and real-user must spend valuable time filtering any false positives. A full-featured deterministic AIOps solution should lead to faster, higher-quality innovation, increased IT staff efficiency, and vastly improved business outcomes. training data) that the algorithm can then learn from.

Artificial Intelligence 217

Artificial Intelligence DevOps Innovation Metrics 217

Dynatrace

FEBRUARY 5, 2020

Instead, our partners are now able to fully utilize their scale and expertise to build advanced service offerings that drive automation and innovation across the enterprise. In turn, the automation of manual tasks at scale frees up enterprise resources to focus on innovation through software. Training & Certification Award 2020.

Innovation 149

Innovation DevOps Cloud Scalability 149

Dynatrace

AUGUST 7, 2023

Developers use generative AI to find errors in code and automatically document their code. They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. But as the Black Hat 2023 agenda indicates, generative AI also introduces new security risks. A new CISO report explains why.

DevOps 190

DevOps Analytics Best Practices Java 190

Dynatrace

APRIL 21, 2023

State and local agencies must spend taxpayer dollars efficiently while building a culture that supports innovation and productivity. Additionally, the constant and rapid pace of technology innovation causes many “best-of-breed” solutions to become outdated quickly while organizations are still paying for them.

Government 164

Government Infrastructure Innovation Monitoring 164

Dynatrace

SEPTEMBER 20, 2022

DevSecOps practices build on DevOps, ensuring that security concerns are top of mind as developers build code. Organizations should train DevOps teams to understand security best practices and how to operate any new tooling implementations. The result is an improved ability to innovate.

Best Practices 267

Best Practices DevOps Education Serverless 267

CSS - Tricks

JANUARY 31, 2020

Every so often, the fruits of innovation bear fruit in the form of improvements to the foundational layers of the web. Code splitting works. This is the time at which you develop and roll out training, documentation, best practices, and standards the organization can embrace. Content compression works. Minification works.

Innovation 50

Innovation Mobile Best Practices Speed 50

Dynatrace

NOVEMBER 22, 2021

With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code. Unlike traditional machine-learning models that require extensive, time-consuming training, Dynatrace’s causal AI pinpoints normal and anomalous behavior in context in real time.

AWS 232

AWS Lambda Artificial Intelligence Serverless 232

Adrian Cockcroft

JUNE 2, 2023

My talk was on Innovation and Tipping Points, the first half was based on some content I’ve given before on how to get out of the way of innovation by speeding up time to value or idea to implementation. You need to be able to innovate fast enough to pivot or reinvent your business model and leverage the change.

Social Media 98

Social Media Innovation Open Source Entertainment 98

Dynatrace

JULY 6, 2022

IT automation is the practice of using coded instructions to carry out IT tasks without human intervention. At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. What is IT automation?

Artificial Intelligence 193

Artificial Intelligence Tuning Strategy Big Data 193

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. More than half of CIOs confirmed that they often make tradeoffs among code quality, security, and reliability to meet the need for rapid software delivery. According to the 2023 Dynatrace CIO Report , 78% of respondents deploy software updates every 12 hours or less.

Latency 181

Latency Website Traffic Virtualization 181

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. More than half of CIOs confirmed that they often make tradeoffs among code quality, security, and reliability to meet the need for rapid software delivery. According to the 2023 Dynatrace CIO Report , 78% of respondents deploy software updates every 12 hours or less.

Traffic 173

Traffic Latency Website Virtualization 173

Dynatrace

OCTOBER 5, 2022

By automating vulnerability scanning as part of the SDLC, developers can release innovative features faster. As soon as vulnerable code is detected, Dynatrace triggers an automated full analysis of the impact on your environment and provides deep insights for your security teams.

Best Practices 198

Best Practices Education Monitoring Government 198

The Netflix TechBlog

SEPTEMBER 18, 2020

A role in data science eventually seemed like a natural transition, but it wasn’t without its hurdles: With my consulting background, I had to go through a few other roles first while learning how to code on the side. Tell me about some of the exciting projects you’re a part of. How do your projects impact the business at Netflix?

Analytics 223

Analytics Education Innovation Engineering 223

Dynatrace

JULY 30, 2021

Three years ago, I toured through the US, Europe, and Asia giving hands-on training sessions on what I then called the “Unbreakable Delivery Pipeline Tour”. Both environments are installed with the Keptn Execution Plane allowing multi-stage automation sequence including monitoring as code, deployment, testing and cross-stage promotion.

Cloud 214

Cloud DevOps Azure Virtualization 214

Dynatrace

DECEMBER 2, 2021

Organizations commonly use SLOs in production environments to ensure released code stays within error budgets. Properly set and defined SLOs should have error budgets that give developers space to innovate without impacting operations. What are error budgets? For example, if your SLO guarantees 99.5% What are SLIs? How SLOs work.

Metrics 196

Metrics Best Practices DevOps Infrastructure 196

Percona

DECEMBER 18, 2023

Innovation series and the MySQL 8.2 Innovation series. Maintain fully available applications during planned maintenance windows with Percona XtraBackup. Release highlights include: Percona XtraBackup 8.2.0-1 1 is based on MySQL 8.2 and fully supports the Percona Server for MySQL 8.2 1 and MySQL 8.2. Use the Percona XtraBackup 8.0

Monitoring 85

Monitoring Open Source Servers Scalability 85

The Netflix TechBlog

MARCH 14, 2023

Much of the ML literature focuses on model training, evaluation, and scoring. User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis.

Media 291

Media Innovation Energy Architecture 291

Adrian Cockcroft

NOVEMBER 26, 2023

For re:Invent 2021 my team (but mostly Elise Greve) persuaded the re:Invent organizers to include Sustainability as a track code, and that was repeated for 2022 and now for 2023. Programs like Open Data on AWS provide free, publicly available datasets, accelerating sustainability innovation. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

Testsigma

FEBRUARY 7, 2022

Testsigma is a leading AI-powered, low code, cloud-based test automation platform for modern QA teams. Their goal is to empower every tester to automate, even with minimal coding skills. A proprietary software(closed source) is where a person, team, or organization has complete control over the source code. Check out Github.

Open Source 81

Open Source Testing Innovation Speed 81

O'Reilly

FEBRUARY 2, 2020

First, the behavior of an AI application depends on a model , which is built from source code and training data. A model isn’t source code, and it isn’t data; it’s an artifact built from the two. This means that, to have a history of how an application was developed, you have to look at more than the source code.

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Named dimensions improve readability by making it easier to determine how dimensions in the code correspond to the semantic dimensions described in,e.g.,

Systems 87

Systems Tuning Programming Innovation 87

The Netflix TechBlog

MAY 27, 2020

Whether it’s a compelling new series or an innovative product feature, we strive to provide a best-in-class service that people love and can enjoy anytime, anywhere. Unlike most SRE teams, we do not own or operate any customer-serving services nor do we routinely make production code changes, build infrastructure, or embed on service teams.

Engineering 104

Engineering Innovation Systems Architecture 104

Strategic Tech

MARCH 26, 2019

You will be handing the initiative to your competitors who invested in their software development capabilities and are out-innovating you as a result. How do I create high performing teams to out-innovate the competition? and business innovation speed plummets. What do I measure?

Software Engineering 76

Software Engineering Engineering Software Software 76

Adrian Cockcroft

FEBRUARY 13, 2023

Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x shorter training time, saving 54% energy and 75% cost. SUS209 — there was no talk with this code. SUS304 to SUS311 No talks with these codes.

AWS 64

AWS Energy Architecture Programming 64

Brendan Gregg

JUNE 3, 2021

However, I was doing training and consulting for Sun, helping their customers with system administration and performance. But I _did_ understand these tools, since I had coded similar functionality for my own DTraceToolkit. This was an important innovation by Sun Microsystems, a US-based multinational company worth billions.

Open Source 144

Open Source Code Engineering Technology 144

O'Reilly

JANUARY 6, 2020

The programming world will increasingly be split between highly trained professionals and people who don’t have a deep background but have a lot of experience building things. Like reading, some people learn how to code with little training, and others don’t. We need to rethink the role of the programmer.

Programming 98

Programming Artificial Intelligence Education Games 98

O'Reilly

OCTOBER 21, 2019

He designed this new platform to be permission-less and free, an open space for creativity, innovation, and free expression that transcended geographic and cultural boundaries. A key driver: there was nothing in the internet’s original specs to code direct trust between two participants. How did this happen? Enter blockchains.

Blockchain 52

Blockchain Social Media Innovation Internet 52

Dynatrace

JUNE 1, 2021

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Millions of lines of code comprise these apps, and they include hundreds of interconnected digital services and open-source solutions , and run in containerized environments hosted across multiple cloud services.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148