The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. In semi-supervised anomaly detection models, only a set of benign examples are required for training.

C++ 312

C++ Metrics Tuning Strategy 312

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

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

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

Percona

NOVEMBER 3, 2023

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. Time efficiency : Testing a database, especially a large one, can be time-consuming.

Database 86

Database Open Source Benchmarking Strategy 86

Dynatrace

SEPTEMBER 30, 2021

Like any move, a cloud migration requires a lot of planning and preparation, but it also has the potential to transform the scope, scale, and efficiency of how you deliver value to your customers. This can fundamentally transform how they work, make processes more efficient, and improve the overall customer experience. Here are three.

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. What is cloud migration?

AWS 228

AWS Lambda Artificial Intelligence Serverless 228

Dynatrace

DECEMBER 30, 2021

This article includes key takeaways on AIOps strategy: Manual, error-prone approaches have made it nearly impossible for organizations to keep pace with the complexity of modern, multicloud environments. Organizations need automatic intelligence to identify the root cause of cloud systems’ performance and security issues.

Strategy 222

Strategy Energy Cloud Innovation 222

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Improved customer experience. Competitive advantage.

Strategy 175

Strategy Retail DevOps Education 175

Official Blog - World Web Technology

NOVEMBER 19, 2023

They don’t have to hire, train, and manage developers, which would take time and work. Flexibility and Scalability Companies that outsource website development can adjust their strategies in response to changing needs for various projects. Use this information to improve the procedures and strategy behind your outsourcing.

Development 59

Development Best Practices Website Artificial Intelligence 59

Tasktop

MARCH 9, 2021

I am excited to write about a new strategy to help organizations adapt more effectively to the intensified digital-first world. The focus of the VSMC is accelerating the performance of organizations across the globe through the increased adoption of VSM thinking and enabling technology. From a U.S.

Education 52

Education Healthcare Innovation Strategy 52

Testsigma

MAY 14, 2021

However, the primary goal of traditional testing and cloud-based testing remains the same i.e., to deliver high-quality and efficient software. Is there a possibility that moving testing to the cloud may lead to a change in the test strategy or foundation of testing? What are the tools that will be required to perform cloud testing?

Cloud 67

Cloud Testing Testing Tools Internet 67

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. Over the past century, the scalable efficiency model has driven the growth and success of large institutions around the world – corporations, governments, universities, NGO’s, etc. Scalable learning.

Strategy 17

Strategy Scalability Efficiency Programming 17

Tasktop

MARCH 9, 2021

I am excited to write about a new strategy to help organizations adapt more effectively to the intensified digital-first world. The focus of the VSMC is accelerating the performance of organizations across the globe through the increased adoption of VSM thinking and enabling technology. From a U.S.

Education 40

Education Healthcare Innovation Strategy 40

Tasktop

JUNE 17, 2021

If so, you may want to follow Watts’s lead and simplify your Agile strategy by basing it on end-to-end value stream flow for a “constancy of purpose”. . Achieving maximum efficiency by creating more value with fewer resources and inefficiencies . In simple terms, agility is about: Pivoting quickly in the face of change.

Metrics 52

Metrics Speed Innovation Technology 52

The Morning Paper

SEPTEMBER 8, 2019

All three sampling strategies are heavily used at Microsoft. Creating training datasets for machine learning ! The sampling operators turn out to be great for creating training and test datasets with desired properties. Individual samplers need to be built to be high throughput and memory efficient. Implementation.

Big Data 57

Big Data Analytics Latency Azure 57

Testsigma

MAY 6, 2021

We achieve this by performing web testing on mobile and desktop browser programs. . Accordingly, we can select the real devices/browsers where we can perform the automated web testing. 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.

Mobile 52

Mobile Testing Website Internet 52

Strategic Tech

MARCH 26, 2019

you will get exactly what you pay for…low-performing software teams. How do I create high performing teams to out-innovate the competition? The ability to create high quality software which can sustainably be developed at a competitive pace is an advantage that separates high performing teams from low performing teams.

Software Engineering 76

Software Engineering Engineering Software Software 76

Testsigma

JANUARY 20, 2020

5) Code change for a Performance upgrade. Next, regression testing is performed to ensure the old features are still working. Full Regression testing which has test cases covering the entire functionalities of the application is performed before a major release or delivery. This leads to a change in test strategy and test cases.

Testing 53

Testing Strategy DevOps Code 53

The Morning Paper

DECEMBER 13, 2020

Dynamic approaches schedule block processing on the fly to maximise efficiency. There are a variety of strategies both for weighting and for pruning edges. Learning-based methods train classifiers for pruning. More sophisticated methods may also split and merge blocks.

Big Data 83

Big Data Open Source Processing Analytics 83

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

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 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. It works without having to identify training data, then training and honing. SecOps: Applying AIOps to secure applications in real time.

DevOps 196

DevOps Artificial Intelligence Healthcare Innovation 196

Percona

NOVEMBER 9, 2023

Kubernetes can be complex, which is why we offer comprehensive training that equips you and your team with the expertise and skills to manage database configurations, implement industry best practices, and carry out efficient backup and recovery procedures.

Efficiency 106

Efficiency Cloud Healthcare Open Source 106

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

Testsigma

SEPTEMBER 2, 2021

First of all, we need people that can perform automated web testing. Automation testing is preferred in cases where repetitive tasks are being performed which simply wastes precious time. You can also perform cross-browser testing and AI-based test script generation with NLP (English-based language) in no time. Resource Setup.

Strategy 71

Strategy Testing Cloud Virtualization 71

Testsigma

JANUARY 22, 2020

Let’s understand in the article, the automation testing skills required to be an efficient and successful automation tester in the software testing industry. The automation testing team needs to think and identify areas of the functionality which can or cannot be automated and define a detailed automation test strategy.

Testing Tools 61

Testing Tools Programming Testing DevOps 61

Percona

OCTOBER 18, 2023

Community support One of the most significant advantages of open source databases is the expansive global community of users, developers, DBAs, and enthusiasts who collaborate to provide a seemingly never-ending array of how-tos, resources, guidance, and solutions to help you make your database more performant and secure.

Open Source 96

Open Source Database Hardware Strategy 96

Smashing Magazine

AUGUST 3, 2023

How We Optimized Performance To Serve A Global Audience How We Optimized Performance To Serve A Global Audience Liran Cohen 2023-08-03T10:00:00+00:00 2023-08-03T13:06:00+00:00 I work for Bookaway , a digital travel brand. Large preview ) We’ve known for a long time that fast page performance influences search engine rankings.

Performance 74

Performance Cache Traffic Metrics 74

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 Netflix TechBlog

AUGUST 17, 2023

From our testing on promotional assets , we know which of these assets have performed well and which ones haven’t. The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.)

Media 169

Media Scalability Architecture Strategy 169

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

JULY 9, 2021

Coordinating efforts across departments may be difficult and time-consuming at first so that support from the top will help alleviate the pressures and burnout that can happen when taking on the task of creating and implementing an accessibility strategy. How much training do you have and will you need?

Website 145

Website Mobile Design Testing 145

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 108

Open Source Artificial Intelligence Google Infrastructure 108

The Netflix TechBlog

NOVEMBER 20, 2023

We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. Apache Iceberg Iceberg is a high-performance format for huge analytic tables. It also improves the engineering productivity by simplifying the existing pipelines and unlocking the new patterns.

Processing 210

Processing Big Data Efficiency Engineering 210

The Morning Paper

JUNE 11, 2019

To me that means the “simple” object access protocol, but not here: We introduce SOAP, a more comprehensive search space of parallelization strategies for DNNs that includes strategies to parallelize a DNN in the Sample, Operator, Attribute, and Parameter dimensions. compared to state-of-the-art approaches.

Network 81

Network Strategy Hardware Benchmarking 81

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 192

Artificial Intelligence Open Source Cloud Analytics 192