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 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 158

Innovation Virtualization Programming Energy 158

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 228

AWS Lambda Artificial Intelligence Serverless 228

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 188

Artificial Intelligence Tuning Strategy Big Data 188

Dynatrace

MARCH 10, 2021

This is exciting because we are seeing AI and ML-driven applications maturing rapidly as a way of mastering performance in hybrid, hyper-scale cloud environments. This keeps your business performing optimally before most users even notice a glitch. And this is exactly where Dynatrace really shines. Other vendors have AI?

AWS 144

AWS Cloud Artificial Intelligence Innovation 144

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 156

Cloud Artificial Intelligence Virtualization Efficiency 156

Scalegrid

JANUARY 11, 2024

Continuous cloud monitoring enables real-time detection and response to incidents, with best practices highlighting the importance of assessing cloud service providers, adopting layered security, and leveraging automation for efficient scanning and monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

The Morning Paper

OCTOBER 18, 2020

What really blew me away, is that this result includes the time taken to train the model used! The resulting performance depends on the quality of the model predictions, a higher quality model leads to fewer collisions, and fewer out-of-order items to be patched in the final Insertion Sort pass. The big idea. Sympathy for the machine.

Cache 137

Cache C++ Java Tuning 137

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. CORE is a team consisting of Site Reliability Engineers, Applied Resilience Engineers, and Performance Engineers. deciding if we should evacuate a region) Scribe?

Engineering 104

Engineering Innovation Systems Architecture 104

Tasktop

JULY 22, 2021

“Business agility is the ability to compete and thrive in the digital age by quickly responding to market changes and emerging opportunities with innovative, digitally-enabled business solutions” – Scaled Agile . Flow : How efficient are you at delivering value to customers? “As To say she has seen it all is an understatement.

Metrics 98

Metrics DevOps Efficiency Benchmarking 98

Strategic Tech

MARCH 26, 2019

you will get exactly what you pay for…low-performing software teams. 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? What do I measure?

Software Engineering 76

Software Engineering Engineering Software Software 76

Tasktop

MARCH 9, 2021

From improving time-to-market to operating more efficiently as an organization, software-driven innovation has never been more critical to business success; software has gone beyond accelerating everything we do to actually being what we do. From a U.S.

Education 52

Education Healthcare Innovation Strategy 52

Tasktop

JUNE 17, 2021

Achieving maximum efficiency by creating more value with fewer resources and inefficiencies . Ensuring that technical agility (accelerating the efficiency, productivity and throughput of product development teams) works in tandem with business agility (rapid market response, achieving business outcomes, producing more business value sooner).

Metrics 52

Metrics Speed Innovation Technology 52

Dynatrace

JANUARY 17, 2024

As organizations turn to artificial intelligence for operational efficiency and product innovation in multicloud environments, they have to balance the benefits with skyrocketing costs associated with AI. An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance.

Strategy 222

Strategy Artificial Intelligence Storage Cloud 222

All Things Distributed

SEPTEMBER 4, 2017

And thirdly, an "algorithmic revolution" has taken place, meaning it is now possible to train trillions of algorithms simultaneously, making the whole machine learning process much faster. We know that innovative technologies always take off whenever barriers to entry fall for market participants.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

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 210

Cloud Energy Innovation Infrastructure 210

Tasktop

MARCH 9, 2021

From improving time-to-market to operating more efficiently as an organization, software-driven innovation has never been more critical to business success; software has gone beyond accelerating everything we do to actually being what we do. From a U.S.

Education 40

Education Healthcare Innovation Strategy 40

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. Good discussion of the embodied carbon of silicon chip production. SUS304 to SUS311 No talks with these codes.

AWS 64

AWS Energy Architecture Programming 64

All Things Distributed

MARCH 11, 2015

Cloud computing is enabling amazing new innovations both in consumer and enterprise products, as it became the new normal for organizations of all sizes. AWS is enabling innovations in areas such as healthcare, automotive, life sciences, retail, media, energy, robotics that it is mind boggling and humbling.

Analytics 135

Analytics Cloud Healthcare Retail 135

Dynatrace

DECEMBER 30, 2021

Organizations need automatic intelligence to identify the root cause of cloud systems’ performance and security issues. Using automatic and intelligent observability promotes faster innovation, greater efficiency, and better business outcomes. Causal AI is also more precise and efficient.

Strategy 222

Strategy Energy Cloud Innovation 222

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 233

Energy Cloud Airlines Strategy 233

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 196

DevOps Artificial Intelligence Healthcare Innovation 196

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 212

Artificial Intelligence DevOps Innovation Metrics 212

Dynatrace

JUNE 1, 2023

Service level objectives (SLOs) provide a powerful framework for measuring and maintaining software performance, reliability, and user satisfaction. But the pressure on CIOs to innovate faster comes at a cost. SLOs are a valuable tool for organizations to ensure the health and performance of their applications.

Latency 177

Latency Website Traffic Virtualization 177

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 161

Government Infrastructure Innovation Monitoring 161

Dynatrace

JUNE 1, 2023

Service level objectives (SLOs) provide a powerful framework for measuring and maintaining software performance, reliability, and user satisfaction. Teams can build on these SLO examples to improve application performance and reliability. But the pressure on CIOs to innovate faster comes at a cost. or 99.99% of the time.

Traffic 173

Traffic Latency Website Virtualization 173

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. Gaining visibility to manage the performance and security of serverless applications in distributed public clouds can be difficult.

Serverless 177

Serverless Architecture Open Source Innovation 177

Smashing Magazine

NOVEMBER 22, 2021

Improving The Performance Of Wix Websites (Case Study). Improving The Performance Of Wix Websites (Case Study). It was at this point that we realized we needed to make a significant change in our approach towards performance, and that we must embrace performance as part of our culture. Dan Shappir. Large preview ).

Website 126

Website Performance Google Media 126

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 175

Strategy Retail DevOps Education 175

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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 193

Best Practices Education Monitoring Government 193

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”.

Processing 229

Processing Media Latency Innovation 229

Testsigma

AUGUST 24, 2019

Automation Testing is a byproduct of the need for efficient testing and innovation. Additionally, try to perform due diligence of the developer and provider. Software Automation Testing Challenges. Through Automation Testing, businesses can speed up the software testing process while expanding the test coverage.

Testing 46

Testing Testing Tools Programming Software 46

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. Even after gaining access, one needed to deal with the challenges of homogeneity across different assets in terms of decoding performance, size, metadata, and general formatting.

Media 290

Media Storage Infrastructure Systems 290

O'Reilly Software

OCTOBER 23, 2018

As we mature, we realize that picking one tool or framework or language or platform is not a matter of personal taste but rather a choice with broad ramifications for future flexibility, mergers and acquisitions, training, our ability to hire future supporting teams, and our future ability to directly support—or subvert—the business strategy.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

JANUARY 30, 2023

By inspecting past asset performance from thousands of titles that have already been launched on Netflix, we achieve a beautiful intersection of art & science. We also build internal datasets and models for features where pre-trained models are not sufficient. similar objects if the model is trained for object detection).

Media 256

Media Design Innovation Strategy 256

The Symphonia

JANUARY 21, 2019

Back in the Dim And Distant Past of 2003 I even co-led an open source project that brought some at-the-time interesting innovations to this area. We even put CI/CD front and center in our training courses ?—?we CodePipeline can also be more efficient than CodeBuild by itself since it can overlap concurrent executions.

AWS 40

AWS Open Source Lambda Serverless 40