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.

DevOps 176

DevOps Analytics Best Practices Java 176

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. How does a decision of this scale affect the efficiency of our globally distributed content delivery network, Open Connect ?

Analytics 231

Analytics Education Innovation Engineering 231

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. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

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

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 105

Engineering Innovation Systems Architecture 105

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

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

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 200

Cloud Energy Innovation Infrastructure 200

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. The good news is AI-augmented applications can make organizations massively more productive and efficient.

Strategy 214

Strategy Artificial Intelligence Storage Cloud 214

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 255

Serverless Infrastructure Innovation DevOps 255

Tasktop

MAY 28, 2020

And first to invent the “Top Gun” Air Combat Training System back in the early ‘70s. . At the forefront of Cubic’s Agile transformation to help the company innovate even faster is VP and CTO, Jim Colson, a former IBM fellow and a leading authority in scaling software delivery. The first magnetic strip on automated fare cards.

Speed 52

Speed Metrics Transportation Hardware 52

Dynatrace

AUGUST 27, 2024

This can divert attention and resources from delivering better customer experience and innovation. Leveraging code-level insights and transaction analysis, teams can detect and thwart malicious activity. Dynatrace Security Analytics can also improve the effectiveness and efficiency of threat hunts.

Best Practices 257

Best Practices Government DevOps Analytics 257

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 202

Artificial Intelligence DevOps Innovation Metrics 202

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 224

Energy Cloud Airlines Strategy 224

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 186

DevOps Artificial Intelligence Healthcare Innovation 186

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 155

Government Infrastructure Innovation Monitoring 155

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

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. This SLO highlights the importance of a smooth and efficient checkout experience. Thus, an ApDex score of 0.85

Latency 169

Latency Website Traffic Virtualization 169

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. This SLO example highlights the importance of a smooth and efficient checkout experience.

Traffic 173

Traffic Latency Website Virtualization 173

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 238

Processing Media Latency Innovation 238

Testsigma

AUGUST 24, 2019

Automation Testing is a byproduct of the need for efficient testing and innovation. On the other hand, test automation requires testers to know programming and coding to design, build, and maintain the test automation framework. Software Automation Testing Challenges. Well, I hate to break it to you but that is just good news.

Testing 46

Testing Testing Tools Programming Speed 46

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 184

Best Practices Education Monitoring Government 184

O'Reilly Software

OCTOBER 23, 2018

Whereas developers are typically focused on delivering working code for a user story within the next two weeks for one system within their one team, architects are concerned with how technology can fulfill business goals given a long-term outlook across a variety of interrelated systems across many teams. Three concerns of the architect.

Strategy 100

Strategy Architecture Technology Technology 100

O'Reilly

NOVEMBER 28, 2023

Training models and developing complex applications on top of those models is becoming easier. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). report that the difficulty of training a model is a problem.

Open Source 111

Open Source Google Artificial Intelligence Infrastructure 111

The Netflix TechBlog

OCTOBER 23, 2019

Visibility The Polynote UI provides at-a-glance insights into the state of the kernel by showing kernel status, highlighting currently-running cell code, and showing currently executing tasks. A notebook execution is a record of a particular piece of code, run at a particular point in time, in a particular environment.

Open Source 235

Open Source Code Website Availability 235

Percona

DECEMBER 18, 2023

Innovation series and the MySQL 8.2 Innovation series. The aim of Percona Distribution for MongoDB is to enable you to run and operate your MongoDB efficiently with the data being consistently backed up. Maintain fully available applications during planned maintenance windows with Percona XtraBackup. 1 is based on MySQL 8.2

Monitoring 88

Monitoring Open Source Servers Database 88

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. One example is the Spectator Python client library, a library for instrumenting code to record dimensional time series metrics.

Open Source 280

Open Source Network Infrastructure Big Data 280

Percona

OCTOBER 18, 2023

Free of vendor lock-in Vendor lock-in refers to the loss of freedom to scale, innovate, or switch to alternatives due to dependencies on a specific database vendor. You can tailor the database to meet your precise requirements by modifying the source code, adding extensions, or customizing configurations.

Open Source 93

Open Source Database Strategy Hardware 93

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 153

Scalability Hardware AWS Tuning 153

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 165

AWS Cloud Artificial Intelligence IoT 165

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

Smashing Magazine

NOVEMBER 22, 2021

In order to create change across our entire organization, we needed to get all the relevant employees, partners, and even customers up to speed about performance quickly and efficiently. In order to make the best possible use of this enhanced infrastructure, we completely redesigned and rewrote significant portions of our front-end code.

Website 128

Website Performance Google Website Performance 128

Testsigma

JULY 22, 2021

Then there is my love of coding and creating a little army of robots to assist me with my testing. Ajay is an esteemed speaker, conducts multiple training sessions, testing initiatives. This can be finding answers to questions like: – Why does this particular piece of code behave the way it does? That’s why I do it.

Software 97

Software Software Testing Energy 97

The Netflix TechBlog

OCTOBER 23, 2019

Visibility The Polynote UI provides at-a-glance insights into the state of the kernel by showing kernel status, highlighting currently-running cell code, and showing currently executing tasks. A notebook execution is a record of a particular piece of code, run at a particular point in time, in a particular environment.

Open Source 109

Open Source Code Website Availability 109

ScaleOut Software

JANUARY 28, 2021

It encapsulates code that just focuses on analyzing messages from a single data source as they flow in, and it maintains an up-to-the second assessment of the data source’s status. If the alert level becomes sufficiently high, the analysis code can immediately notify managers.

Logistics 84

Logistics Airlines Analytics Ecommerce 84

The Netflix TechBlog

OCTOBER 23, 2019

Visibility The Polynote UI provides at-a-glance insights into the state of the kernel by showing kernel status, highlighting currently-running cell code, and showing currently executing tasks. A notebook execution is a record of a particular piece of code, run at a particular point in time, in a particular environment.

Open Source 100

Open Source Code Website Availability 100

O'Reilly

NOVEMBER 21, 2019

Robots cannot reflect on and derive innovative solutions to hard problems. prompts, a user like Maddie generates a training data set for a software robot to work with and learn from. RPA does not modify the code of an existing system; it doesn’t even require that someone (a developer, engineer, etc.) understand this code.

Processing 82

Processing Programming Virtualization Technology 82