Dynatrace

JANUARY 31, 2024

It requires specialized talent, a new technology stack to manage and deploy models, an ample budget for rising compute costs, and end-to-end security. Development and demand for AI tools come with a growing concern about their environmental cost. However, organizations must consider which use cases will bring them the biggest ROI.

Cache 212

Cache Azure Infrastructure Monitoring 212

The Netflix TechBlog

JUNE 14, 2023

To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render. We developed a Replay Testing tool to verify that idempotent APIs were migrated correctly from the GraphQL Shim to the Video API service. The Falcor API had become a logic-heavy monolith with over a decade of tech debt.

Traffic 353

Traffic Latency Cache Metrics 353

Dynatrace

MAY 31, 2023

The practice uses continuous monitoring and high levels of automation in close collaboration with agile development teams to ensure applications are highly available and perform without friction. At the lowest level, SLIs provide a view of service availability, latency, performance, and capacity across systems.

Best Practices 230

Best Practices DevOps Latency Metrics 230

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. SRE requires a cultural change.

Engineering 259

Engineering DevOps Government Latency 259

The Netflix TechBlog

MARCH 1, 2021

It supports both high throughput services that consume hundreds of thousands of CPUs at a time, and latency-sensitive workloads where humans are waiting for the results of a computation. Local development tools including specialized test runners, code generators, and a command line interface. Modularity?—?An Productivity?—?Local

Serverless 228

Serverless Media Latency Social Media 228

Dynatrace

APRIL 25, 2023

As companies accelerate digital transformation, they implement modern cloud technologies like serverless functions. According to Flexera , serverless functions are the number one technology evaluated by enterprises and one of the top five cloud technologies in use at enterprises. And serverless support is a core capability.

Serverless 216

Serverless Lambda Azure AWS 216

Dynatrace

MAY 19, 2022

Organizations have multiple stakeholders and almost always have different teams that set up monitoring, operate systems, and develop new functionality. This multinational information technology service and consulting company was asked to help a global automotive manufacturer with the management goal of measuring service flow performance.

Automotive 277

Automotive Latency Architecture Azure 277

Dynatrace

MARCH 16, 2023

So how do development and operations (DevOps) teams and site reliability engineers (SREs) distinguish among good, great, and suboptimal SLOs? Monitors signals The first attribute of a good SLO is the ability to monitor the four “golden signals”: latency, traffic, error rates, and resource saturation.

DevOps 224

DevOps Latency Metrics Traffic 224

Dynatrace

JANUARY 26, 2021

The phrase “serverless computing” appears contradictory at first, but for years now, successful companies have understood the benefit of using serverless technologies to streamline operations and reduce costs. The developer uploads the function and configuration for how to run the function to the cloud. Dynatrace news.

Serverless 245

Serverless Efficiency Lambda Azure 245

Dynatrace

DECEMBER 15, 2022

As more organizations adopt cloud-native technologies, traditional approaches to IT operations have been evolving. We’ll discuss how the responsibilities of ITOps teams changed with the rise of cloud technologies and agile development methodologies. So, what is ITOps? What is ITOps? Why is IT operations important?

Artificial Intelligence 211

Artificial Intelligence DevOps Hardware Virtualization 211

Dynatrace

OCTOBER 10, 2022

Finally, because the delivery of compute resources happens entirely in the cloud, the technology enables enterprises to go serverless at the local level. Code development also benefits from a serverless approach. Application developers can spin up isolated test environments that pose no risk to current operations.

Serverless 172

Serverless Infrastructure Lambda Latency 172

Dynatrace

SEPTEMBER 13, 2023

In this blog post, we’ll demonstrate how Dynatrace automation and the Dynatrace Site Reliability Guardian can help you implement your applications according to all six AWS Well-Architected pillars by integrating them into your software development lifecycle (SDLC).

AWS 256

AWS Efficiency Azure Cloud 256

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Our previous tech blog Packaging award-winning shows with award-winning technology detailed our packaging technology deployed on the streaming side.

Cloud 237

Cloud Media Storage Cache 237

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. SRE requires a cultural change.

Engineering 184

Engineering DevOps Government Latency 184

Dynatrace

JULY 18, 2023

With Configuration as Code, developers can manage their observability and security tasks with config files that can be developed alongside source code conveniently and at scale. As software development grows more complex, managing components using an automated onboarding process becomes increasingly important.

Best Practices 198

Best Practices Code Infrastructure Latency 198

Dynatrace

APRIL 6, 2022

As organizations grapple with mounting cloud complexity, IT teams know they must identify and respond to evolving issues across the entire technology stack—from mainframes to multicloud environments. Endpoints include on-premises servers, Kubernetes infrastructure, cloud-hosted infrastructure and services, and open-source technologies.

DevOps 238

DevOps Innovation Infrastructure Analytics 238

The Netflix TechBlog

FEBRUARY 20, 2019

Today we are excited to announce latency heatmaps and improved container support for our on-host monitoring solution?—?Vector?—?to These updates also bring other user experience improvements and a fresher technology stack. Remotely view real-time process scheduler latency and tcp throughput with Vector and eBPF What is Vector?

Performance 211

Performance Latency Open Source Metrics 211

Dynatrace

MAY 5, 2021

As more organizations respond to the pressure to release better software faster, there is an increasing need to build quality gates into every stage of BizDevOps processes , from early development to deployment. For example, improving latency by as little as 0.1 For example, improving latency by as little as 0.1

Benchmarking 191

Benchmarking Latency Speed Software 191

High Scalability

JANUARY 11, 2022

Currently, he is in the Alexa Shopping organization where he is developing machine-learning-based solutions to send personalized reorder hints to customers for improving their experience. When a user requests for feed then there will be two parallel threads involved in fetching the user feeds to optimize for latency. Problem Statement.

Design 334

Design Media Storage Logistics 334

Dynatrace

APRIL 5, 2021

These include website hosting, database management, backup and restore, IoT capabilities, e-commerce solutions, app development tools and more, with new services released regularly. Lambda’s toolbox of automated processes helps developers streamline to build fast, robust, and scalable applications on accelerated timelines.

Lambda 186

Lambda AWS Serverless Hardware 186

Scalegrid

JANUARY 8, 2024

Discover how AI is reshaping the cloud and what this means for the future of technology. This well-designed infrastructure allows data scientists and developers to access data, deploy machine learning algorithms, and manage performance and scalability, thereby ensuring high availability, robust security, and scalability.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

JANUARY 18, 2023

DevOps and SRE: Methodologies that are transforming software development with the help of DevOps observability. DevOps is a software delivery methodology that comprises flexible practices and processes to create and deliver applications and services, ultimately closing the gap between software development and IT operations.

DevOps 207

DevOps Best Practices Innovation Strategy 207

Brendan Gregg

FEBRUARY 28, 2023

At USENIX SREcon22 APAC I gave the opening keynote on the future of computer performance, rounding up the latest developments and making predictions of where I see things heading. It's an important vendor-neutral space to share the latest in technology.

Performance 110

Performance Latency Cache Virtualization 110

Scalegrid

FEBRUARY 8, 2024

This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology. Durability Availability Fault tolerance These combined outcomes help minimize latency experienced by clients spread across different geographical regions.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

MARCH 28, 2024

Introduction Caching serves a dual purpose in web development – speeding up client requests and reducing server load. Despite its advantages, Redis’s versatility can introduce complexities, potentially challenging developers familiar with simpler solutions such as Memcached. Data transfer technology.

Cache 130

Cache Storage Scalability Architecture 130

Scalegrid

OCTOBER 17, 2019

In that environment, the first PostgreSQL developers decided forking a process for each connection to the database is the safest choice. Developers are often strongly discouraged from holding a database connection while other operations take place. As a result, popular middlewares have been developed for PostgreSQL.

Architecture 200

Architecture Database Latency Servers 200

Dynatrace

APRIL 26, 2022

Digital experience monitoring is the practice of using tools and technologies to gather and evaluate metrics as a customer navigates an application to determine the quality of a user’s interaction with its digital touchpoints. What is digital experience monitoring? Real-user monitoring (RUM).

Monitoring 213

Monitoring Social Media IoT Metrics 213

Brendan Gregg

JULY 4, 2021

It's an exciting time for developments in computer performance, not just for the BPF technology (which I often [write about]) but also for processors with 3D stacking and cloud vendor CPUs (e.g., Ford, et al., “TCP

Performance 140

Performance Latency Hardware Storage 140

The Netflix TechBlog

DECEMBER 16, 2020

Simon Ejdemyr presented a talk describing how Netflix is exploring Low-latency multivariate Bayesian shrinkage in online experiments. Ultimately, these successes support confident decision making from our experiments, and help Netflix deliver more joy to our members!

Code 156

Code Latency Metrics Technology 156

Dynatrace

FEBRUARY 24, 2021

The events of 2020 accelerated the trend of organizations shifting to cloud-native technologies in response to the dramatic increase in demand for online services. Cloud-native environments bring speed and agility to software development and operations (DevOps) practices. Dynatrace news. That’s where SRE comes in. SRE vs DevOps?

DevOps 193

DevOps Software Engineering Speed Google 193

Dynatrace

DECEMBER 22, 2021

Observability gives developers and system operators real-time awareness of a highly distributed system’s current state based on the data it generates. Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. What is observability?

Artificial Intelligence 186

Artificial Intelligence Metrics Architecture DevOps 186

ACM Sigarch

MAY 31, 2023

However, building and utilizing HCM presents challenges, including interconnecting various memory technologies (e.g., even lowered the latency by introducing a multi-headed device that collapses switches and memory controllers. even lowered the latency by introducing a multi-headed device that collapses switches and memory controllers.

Latency 52

Latency Hardware Cache Architecture 52

The Netflix TechBlog

AUGUST 29, 2023

These two technologies, alongside a host of other resiliency and chaos tools, made a massive difference: our reliability improved measurably as a result. We had already developed a service mesh control plane that implements the Envoy XDS services.

Traffic 220

Traffic Latency Cloud C++ 220

The Netflix TechBlog

SEPTEMBER 2, 2020

This difference has substantial technological implications, from the classification of what’s interesting to transport to cost-effective storage (keep an eye out for later Netflix Tech Blog posts addressing these topics). One way to strengthen our return on investment is by being a key tool throughout the software development lifecycle.

Latency 296

Latency Transportation Engineering Traffic 296

The Netflix TechBlog

OCTOBER 27, 2020

Usually Data scientists and engineers write Extract-Transform-Load (ETL) jobs and pipelines using big data compute technologies, like Spark or Presto , to process this data and periodically compute key information for a member or a video. The data warehouse is not designed to serve point requests from microservices with low latency.

Latency 243

Latency Storage Big Data Tuning 243

The Netflix TechBlog

NOVEMBER 2, 2021

Such coupling problems abound with our Reloaded architecture, and hence the Media Cloud Engineering and Encoding Technologies teams have been working together to develop a solution that addresses many of the concerns with our previous architecture. This enables us to use our scale to increase throughput and reduce latencies.

Media 171

Media Innovation Metrics Latency 171

Alex Russell

FEBRUARY 3, 2023

Not only are new services being built to a self-defeatingly low UX and performance standard, existing experiences are pervasively re-developed on unspeakably slow, JS-taxed stacks. For many years, this effect has dominated the frontend technology market. It is not going well.

Social Media 119

Social Media Website Technology Technology 119