The Netflix TechBlog

NOVEMBER 11, 2022

Our goal is to empower creators with innovative tools that support them in effectively and efficiently create the best media possible. Here are just a few examples: We maintain a growing suite of video understanding models that categorize characters, storylines, emotions, and cinematography.

Media 239

Media Virtualization Efficiency Innovation 239

Brendan Gregg

JANUARY 1, 2019

eBPF should stand for something meaningful, like Virtual Kernel Instruction Set (VKIS), but due to its origins it is extended Berkeley Packet Filter. So instead of a static HTML website, JavaScript lets you define mini programs that run on events like mouse clicks, which are run in a safe virtual machine in the browser.

C++ 111

C++ Virtualization Programming Code 111

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. An example dashboard for Kubernetes workload might look like the following. What is Azure Linux? Performance.

Azure 233

Azure Monitoring Operating System Virtualization 233

Dynatrace

JUNE 5, 2023

Manage and optimize the deployment and configuration of F5 BIG-IP appliances or virtual instances across multiple data centers or cloud environments. What F5 extensions do Dynatrace extensions are equipped with “domain knowledge,” providing you with the necessary information to monitor your F5 BIG-IP instances efficiently.

Traffic 203

Traffic Virtualization Metrics Monitoring 203

Dynatrace

JUNE 1, 2023

But how do you get started, and what are some service level objective examples? In this post, I’ll lay out five foundational service level objective examples that every DevOps and SRE team should consider. Five example SLOs for faster, more reliable apps 1. For example, a user might expect a response time of one second or less.

Latency 185

Latency Website Traffic Virtualization 185

Dynatrace

OCTOBER 17, 2023

AI can help automate tasks, improve efficiency, and identify potential problems before they occur. Data, AI, analytics, and automation are key enablers for efficient IT operations Data is the foundation for AI and IT automation. IT automation also helps improve operational efficiency by automating repetitive tasks.

Monitoring 235

Monitoring Artificial Intelligence Performance Analytics 235

Dynatrace

MAY 23, 2024

For example, Dynatrace uses automatic tagging to mark the user who created an Azure resource. Searching for all resources with a specific tag (for example, created-by) across your connected Azure subscriptions is easy with Clouds. Clouds also supports getting the necessary insights for cloud governance.

Azure 225

Azure Cloud Metrics Innovation 225

Dynatrace

DECEMBER 5, 2022

In a similar way that developers automate a single task to improve consistency, efficiency, and speed, orchestration tools can coordinate the automation of tasks across platforms. This ranges from deploying virtual machines and configuring software to ensuring that software development operations are proceeding efficiently and reliably.

DevOps 219

DevOps Virtualization Innovation Best Practices 219

Sutter's Mill

FEBRUARY 22, 2021

Our virtual 2021 We continue to have the same priorities and the same schedule we originally adopted for C++23. However, since the pandemic began, WG21 and its subgroups have had to meet all-virtually via Zoom, and we are not going to try to have a face-to-face meeting in 2021 (see What’s Next below). Thanks, Alex and JF!

C++ 73

C++ Virtualization Lambda Government 73

The Netflix TechBlog

SEPTEMBER 24, 2021

As an example, cloud-based post-production editing and collaboration pipelines demand a complex set of functionalities, including the generation and hosting of high quality proxy content. The following table gives us an example of file sizes for 4K ProRes 422 HQ proxies.

Cloud 237

Cloud Media Storage Cache 237

Dynatrace

DECEMBER 12, 2023

And now, it has become integral to organizations’ efforts to drive efficiency and improve productivity. For example, nearly two-thirds (61%) of technology leaders say they will increase investment in AI over the next 12 months to speed software development. Artificial intelligence (AI) has revolutionized the business and IT landscape.

Artificial Intelligence 214

Artificial Intelligence DevOps Analytics Strategy 214

Dynatrace

OCTOBER 4, 2023

“Fostering resilience is not only critical to business performance and transformation, but also ensuring organizations can adapt to virtually any situation,” wrote Vishal Gupta in “ Four ways to build a more resilient and future-proof business ,” in Fortune. What is business resilience?

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

JANUARY 11, 2023

For example, uptime detection can identify database instability and help to improve mean time to restoration. Teams can keep track of storage resources and processes that are provisioned to virtual machines, services, databases, and applications. Virtual machine (VM) monitoring. Database monitoring. Website monitoring.

Cloud 230

Cloud Monitoring Best Practices Infrastructure 230

Dynatrace

JULY 6, 2022

IT admins can automate virtually any time-consuming task that requires regular application. Vulnerability management is one example of a DevSecOps workflow that teams should automate to ensure vulnerability scans run regularly. IT automation tools can achieve enterprise-wide efficiency. What is IT automation?

Artificial Intelligence 198

Artificial Intelligence Tuning Strategy Big Data 198

Dynatrace

JANUARY 4, 2024

Artificial intelligence is rapidly transforming the world around us, with applications based on AI emerging in virtually every industry and sector. For example, predictive disk resizing and autoscaling resources. Read our ebook to learn how to develop an AIOps strategy that drives efficiency, innovation, and better business outcomes.

Artificial Intelligence 243

Artificial Intelligence Strategy Traffic Virtualization 243

Dynatrace

APRIL 21, 2022

Getting precise root cause analysis when dealing with several layers of virtualization in a containerized world. Performance efficiency. Let’s look at an example. Performance Efficiency. Design efficient use of your computing resources as demand changes and technologies evolves. Operational excellence.

Azure 197

Azure Monitoring Virtualization Metrics 197

Brendan Gregg

DECEMBER 31, 2018

eBPF should stand for something meaningful, like Virtual Kernel Instruction Set (VKIS), but due to its origins it is extended Berkeley Packet Filter. So instead of a static HTML website, JavaScript lets you define mini programs that run on events like mouse clicks, which are run in a safe virtual machine in the browser.

C++ 52

C++ Virtualization Programming Code 52

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Join us at Dynatrace Perform 2024 , either on-site or virtuall y, to explore these themes further. For example, high-quality data and predictive AI enable causal AI to provide precise, continuous, and actionable insights in real time.

Performance 195

Performance DevOps Innovation Artificial Intelligence 195

Dynatrace

JULY 29, 2022

Log analytics is useful for application performance monitoring in cloud, virtualized, and physical environments, including Kubernetes workloads, application security, and business analytics. In late 2021, for example, digital forensics was central to combating the Log4Shell vulnerability. This is also known as root-cause analysis.

Analytics 223

Analytics Storage Retail Monitoring 223

Scalegrid

FEBRUARY 8, 2024

It utilizes methodologies like DStore, which takes advantage of underused hard drive space by using it for storing vast amounts of collected datasets while enabling efficient recovery processes. These systems enable vast amounts of data to be spread over multiple nodes, allowing for simultaneous access and boosting processing efficiency.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

MAY 31, 2021

Kubernetes (aka K8s) is an open-source platform used to run and manage containerized applications and services on clusters of physical or virtual machines across on-premises, public, private, and hybrid clouds. This virtualization makes it possible to efficiently deploy and securely run a container independently of the hosting infrastructure.

Virtualization 134

Virtualization DevOps Infrastructure Cloud 134

Dynatrace

APRIL 26, 2022

Digital experience monitoring enables companies to respond to issues more efficiently in real time, and, through enrichment with the right business data, understand how end-user experience of their digital products significantly affects business key performance indicators (KPIs). Endpoints can be physical (i.e.,

Monitoring 213

Monitoring Social Media IoT Metrics 213

Sutter's Mill

MAY 1, 2023

This update covers Acknowledgments, and highlights of what’s new in the compiler and language since last time, including: simple, mathematically safe, and efficient chained comparisons named break and continue “simple and safe” starts with. See P0893 for examples from real-world use.) f at compile time. (In

C++ 97

C++ Virtualization Lambda Code 97

Percona

JULY 15, 2023

Introduction to MySQL Indexes Indexes in MySQL are database structures used to optimize data retrieval speed and efficiency. As such, index design must strike a balance between improved query speed and efficient data modification. Let’s see a simple example. What is an Index? Read the eBook from Percona to learn how!

Virtualization 77

Virtualization Speed Database Efficiency 77

Dynatrace

JULY 29, 2022

Log analytics is useful for application performance monitoring in cloud, virtualized, and physical environments, including Kubernetes workloads, application security, and business analytics. In late 2021, for example, digital forensics was central to combating the Log4Shell vulnerability. This is also known as root-cause analysis.

Analytics 190

Analytics Storage Retail Monitoring 190

Dynatrace

JULY 25, 2022

Dynatrace has added support for the newly introduced Amazon Virtual Private Cloud (VPC) Flow Logs for AWS Transit Gateway. Automate cloud operations and trigger remediation workflow to enhance efficiency. Dynatrace news. The Dynatrace problem-detection-and-analysis advantage.

AWS 226

AWS Transportation Network Traffic 226

Dynatrace

NOVEMBER 3, 2022

The containerization craze has continued for enterprises, with benefits such as portability, efficiency, and scalability. Instead, enterprises manage individual containers on virtual machines (VMs). million in 2020. Instead, CaaS solutions are often divided into different classes: Individual VM containers. Managed orchestration.

Serverless 224

Serverless Azure Hardware Transportation 224

Dynatrace

JULY 30, 2020

Recent congressional and administration efforts have jumpstart ed the US Federal Government’s digital transformation through e xecutive o rders ( for example, Cloud First , Cloud Smart ) and Congressional acts ( for example , the Modernizing Government Technology Act , and the Connected Government Act ).

Government 211

Government Analytics Cloud Infrastructure 211

Dynatrace

DECEMBER 6, 2022

Observability aims to understand what’s happening across all an organization’s environments and technologies, helping teams detect and resolve issues to keep systems efficient and reliable, and end users happy. Another built in feature, shown in the example above, is SLO error budgets. For example, if you have a 99.9%

DevOps 227

DevOps Metrics Engineering Speed 227

Dynatrace

MAY 26, 2021

From May 17 to May 18, 2021, the Open-Source Engineering team at Dynatrace attended the virtual observability conference, o11yfest. A great example of this is Dynatrace, that’s been doing SLA monitoring for years, which Jonah also shared in his talk. Dynatrace news. Seek support from vendors on your o11y journey. We second that.

AWS 221

AWS Strategy Storage Metrics 221

The Netflix TechBlog

AUGUST 17, 2023

The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) For example, for our hit title “ Wednesday” , one member may watch it because they love mysteries, while another may watch because they love coming-of-age stories or goth aesthetics. Another member may be drawn by talent.

Media 169

Media Scalability Architecture Strategy 169

Percona

NOVEMBER 2, 2023

Moreover, you will find some basic Docker management operations and some snippets containing examples, always based on the Docker Hub PostgreSQL official image. For example, a developer can run legacy and latest versions of PostgreSQL in different containers on the same host, allowing for efficient testing and compatibility checks.

Database 70

Database Open Source Scalability Virtualization 70

Sutter's Mill

AUGUST 13, 2023

8:00 – summary slide of features demonstrated at CppCon 2022 – safety for C++; goal of 50x fewer CVEs due to type/bounds/lifetime/init safety – simplicity for C++; goal of 10x less to know 10:00 – 2.

C++ 89

C++ Efficiency Design Virtualization 89

Sutter's Mill

MARCH 11, 2024

tl;dr: I don’t want C++ to limit what I can express efficiently. recommend using instead of C++ ( example ), so by definition addressing these four would address the immediate NIST/NSA/CISA/etc. Then I can still use fully modern C++… just nicer. issues with C++. More on this under “The problem ‘isn’t’… (1)” below.)

C++ 139

C++ Programming Code Java 139

Dynatrace

SEPTEMBER 3, 2020

This approach reduces errors, boosts efficiency, and ultimately lowers your operational costs. You can see such failures on the entity overview page which details the status of every runbook and highlights failed runbook executions, along with all the related details (see example below). How to get started.

Azure 262

Azure Cloud Metrics Best Practices 262

Dynatrace

JULY 7, 2022

Together with cloud deployment technologies, monitoring , API management, and integration technologies, microservices are an agile and efficient way to deploy large, complex enterprise applications. For example, isolating services for independent scaling or code maintainability becomes challenging.

Architecture 209

Architecture Serverless Azure Programming 209

Dynatrace

JULY 6, 2020

In addition to providing visibility for core Azure services like virtual machines, load balancers, databases, and application services, we’re happy to announce support for the following 10 new Azure services, with many more to come soon: Virtual Machines (classic ones). Azure Virtual Network Gateways. Azure Batch.

Azure 151

Azure Cloud Big Data Virtualization 151