Dynatrace

FEBRUARY 1, 2024

Business innovation costs money. But organizations may not always have insight into how their moves toward innovation generate costs as well as revenue. For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. Generative AI and LLMs are compounding these figures.

Cloud 223

Cloud Energy Innovation Infrastructure 223

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 245

Energy Cloud Airlines Strategy 245

Dynatrace

NOVEMBER 18, 2024

Meanwhile, cost reduction programs affect budgets, constrain technology investment, and inhibit innovation. You also need to focus on the user experience so that future toolchains are efficient, easy to use, and provide meaningful and relevant experiences to all team members. How do you make this happen?

Strategy 182

Strategy Innovation Cloud Efficiency 182

The Netflix TechBlog

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Training Performance Media model training poses multiple system challenges in storage, network, and GPUs.

Media 299

Media Storage Infrastructure Systems 299

Dynatrace

JANUARY 31, 2024

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

Cache 215

Cache Azure Infrastructure Monitoring 215

Dynatrace

SEPTEMBER 20, 2022

DevSecOps best practices provide guidelines to help organizations achieve efficient and secure application design, development, implementation, and management. 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 275

Best Practices DevOps Education Serverless 275

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 224

Artificial Intelligence DevOps Innovation Metrics 224

Dynatrace

JUNE 14, 2023

While last year was deemed “The Year of Innovation” for launching Grail , our causal data lakehouse with massively parallel processing (MPP), along with AppEngine , AutomationEngine , Notebooks , and more, 2023 is about extending these innovations to more customers through our partners. Just a few of these are outlined below.

Programming 192

Programming Best Practices Innovation Analytics 192

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. Enable autonomous operations, boost innovation, and offer new modes of customer engagement by automating everything. DevOps/DevSecOps with AWS.

AWS 237

AWS Lambda Artificial Intelligence Serverless 237

The Netflix TechBlog

JANUARY 10, 2024

Moving away from the use of dedicated instances that were constrained in quantity, we tapped into Netflix’s internal trough created due to autoscaling microservices, leading to significant improvements in computation elasticity as well as resource utilization efficiency. This drove the approach of the “release train”. 264, AV1, etc.).

Processing 240

Processing Media Latency Innovation 240

Dynatrace

OCTOBER 17, 2022

Teams can address testing and deployment issues automatically, which streamlines continuous integration and continuous delivery pipelines and increases innovation throughput. It works without having to identify training data, then training and honing. Alert fatigue and chasing false positives are not only efficiency problems.

DevOps 209

DevOps Artificial Intelligence Healthcare Innovation 209

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. Finally, cloud computing enables greater collaboration and innovation. Can you expand? Which cloud provider would you recommend?

Cloud 201

Cloud Serverless Internet Internet 201

The Netflix TechBlog

JANUARY 30, 2023

An example of the features we might capture for this image include: number of people (two), where they’re facing (facing each other), emotion (neutral to positive), saturation (low), objects present (military uniform) We can use pre-trained models/APIs to create some of these features, like face detection and object labeling.

Media 264

Media Design Innovation Strategy 264

Edge Perspectives

MARCH 26, 2019

In our Big Shift world, we confront the imperative of institutional innovation – shifting from institutional models built on scalable efficiency to institutional models built on scalable learning. I’ve written and spoken about this a lot over the years and one of the most common pushbacks I get is – “so, are you against efficiency?”

Efficiency 89

Efficiency Scalability Innovation Programming 89

Dynatrace

NOVEMBER 2, 2023

FinOps becomes more critical as organizations grow The value of FinOps lies in its potential to move organizations toward financial success with smart, cost-efficient cloud spend implemented from day one. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed.

Cloud 208

Cloud Strategy Retail Energy 208

The Netflix TechBlog

SEPTEMBER 18, 2020

A lot of my learning and training was self-guided until 2016, when a manager at my last company took a chance on me and helped me make the rare transfer from a role in HR to Data Science. They are continuously innovating compression algorithms to efficiently send high quality audio and video files to our customers over the internet.

Analytics 232

Analytics Education Innovation Engineering 232

Dynatrace

JANUARY 31, 2022

Key takeaways from this article on modern observability for serverless architecture: As digital transformation accelerates, organizations need to innovate faster and continually deliver value to customers. As digital transformation accelerates, organizations need to innovate faster. Dynatrace news.

Serverless 189

Serverless Architecture Open Source Innovation 189

Dynatrace

AUGUST 27, 2024

This can divert attention and resources from delivering better customer experience and innovation. Dynatrace Security Analytics can also improve the effectiveness and efficiency of threat hunts. This trains your teams to be proactive in maintaining software quality and saves you money by avoiding downtime.

Best Practices 276

Best Practices Government DevOps Analytics 276

Dynatrace

MARCH 13, 2024

Corporate accountability: It is the organizational board of directors and executives’ responsibility to actively oversee, formally endorse, and actively participate in comprehensive training programs concerning the organization’s cybersecurity risk management posture, with emphasis on effectively addressing and mitigating emerging cyber threats.

Best Practices 240

Best Practices Education Strategy Analytics 240

Dynatrace

DECEMBER 13, 2023

Last year, organizations prioritized efficiency and cost reduction while facing soaring inflation. This year, they’ve been asked to do more with less, innovate faster, and tame the ever-increasing complexities of modern cloud environments. And industry watchers have begun to make their technology predictions for 2024.

Technology 216

Technology Technology Artificial Intelligence Analytics 216

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 242

Artificial Intelligence Cloud Best Practices DevOps 242

Dynatrace

JULY 6, 2022

Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. AI that is based on machine learning needs to be trained. IT automation tools can achieve enterprise-wide efficiency. By tuning workflows, you can increase their efficiency and effectiveness. Read eBook now!

Artificial Intelligence 202

Artificial Intelligence Tuning Strategy Big Data 202

Dynatrace

JANUARY 16, 2020

Part two added a few simple examples of how intellectual debt might accrue, highlighting the subtle but real drag on efficiency. Require training—learning periods—to uncover structure and commonalities and identify normal behavior. Since we began the series pointing out parallels to technical debt, let’s revisit that comparison.

Cloud 159

Cloud Artificial Intelligence Virtualization Efficiency 159

Dynatrace

NOVEMBER 24, 2022

As enterprises look to speed innovation, minimize risk, and modernize the way they work in the cloud, there’s a huge opportunity to redefine how IT is architected, deployed, and operated. When the world experiences tougher times, we see organizations turn to technology to gain efficiencies, to transform through digitization and automation.

Innovation 167

Innovation Virtualization Programming Cloud 167

Dynatrace

OCTOBER 3, 2024

Dynatrace AI increases efficiency by magnitudes and prevents alert storms. Dynatrace for Executives In case you missed it, we hosted a must-see streaming event unveiling the innovations that are powering a new era of possibility for customers all over the world. Want to learn more about all nine use cases?

Availability 236

Availability DevOps Analytics Cloud 236

Dynatrace

OCTOBER 5, 2022

Owning the responsibility and effort to build good cyber security practices now will improve your DevSecOps team’s overall productivity and efficiency in the future. By automating vulnerability scanning as part of the SDLC, developers can release innovative features faster. What is Cybersecurity Awareness Month all about?

Best Practices 206

Best Practices Education Monitoring Government 206

Dynatrace

APRIL 21, 2023

State and local agencies must spend taxpayer dollars efficiently while building a culture that supports innovation and productivity. APM helps ensure that citizens experience strong application reliability and performance efficiency. million annually through retiring legacy technology debt and tool rationalization.

Government 170

Government Infrastructure Innovation Monitoring 170

DZone

JUNE 24, 2024

Objectives Modern AI innovations require proper infrastructure, especially concerning data throughput and storage capabilities. High-performance storage systems can significantly reduce AI model training time. Delays in data access can also impact AI model accuracy, highlighting the critical role of storage performance.

Systems 130

Systems Software Software Storage 130

Dynatrace

MAY 8, 2023

Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Digital tools and technologies provide a more efficient way of doing things. This keeps teams from falling into old habits and enables them to continually innovate and expand.

Strategy 186

Strategy Retail DevOps Traffic 186

All Things Distributed

MARCH 19, 2018

For example, training on more data means more accurate models. Last re:Invent, to make the problem of authoring, training, and hosting ML models easier, faster, and more reliable, we launched Amazon SageMaker. Machine learning models are usually trained tens or hundreds of times. In machine learning, more is usually more.

Scalability 132

Scalability Hardware AWS Tuning 132

Dynatrace

MARCH 16, 2021

It takes times to train statistics-based machine learning solutions, and this approach doesn’t scale easily with modern, dynamic cloud-native environments. In theory, implementing an AIOps solution across enterprise IT environments can improve efficiency, drive better overall business value, and improve customer success.

Artificial Intelligence 203

Artificial Intelligence Open Source Cloud Analytics 203

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. While gyms and fitness studios have since reopened, these apps are still extremely popular for squeezing in short home workouts, tracking fitness goals, and receiving personalized training recommendations. Thus, an ApDex score of 0.85 or above for the checkout process.

Latency 189

Latency Website Traffic Virtualization 189

Dynatrace

MARCH 10, 2021

We are moving into the 2020s and smart integration and automation are driving the next innovation cycle in digital transformation and enterprise software. This is immensely powerful, and while it can cut through noise and give you precise answers and more – it can also help you move innovatively forward by enabling automated IT operations.

AWS 148

AWS Cloud Artificial Intelligence Innovation 148

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. Scientists and engineers can contribute new innovations on three fronts, data, statistics, and visualizations. We also use Python to detect sensitive data using Lanius.

Open Source 280

Open Source Network Infrastructure Big Data 280

All Things Distributed

DECEMBER 13, 2016

UK companies are using AWS to innovate across diverse industries, such as energy, manufacturing, medicaments, retail, media, and financial services and the UK is home to some of the world's most forward-thinking businesses. Fraud.net uses AWS to build and train machine learning models in detecting online payment fraud.

AWS 157

AWS Cloud Artificial Intelligence IoT 157

High Scalability

OCTOBER 24, 2022

There is no structural separation as there is with a train service. Each cloud-native evolution is about using the hardware more efficiently. We would still be building higher and higher on top of VMs because that's where platform innovation would have stopped evolving. So why bother innovating?

Cloud 187

Cloud Hardware Infrastructure Innovation 187

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. While gyms and fitness studios have since reopened, these apps are still extremely popular for squeezing in short home workouts, tracking fitness goals, and receiving personalized training recommendations. or above for the checkout process.

Traffic 173

Traffic Website Latency Virtualization 173