Scalegrid

NOVEMBER 15, 2024

This update gives you the flexibility to choose the cloud provider that best suits your needs while ensuring seamless performance and scalability. New User Access Management Tools Adding a User Access Approval List simplifies and secures access to your infrastructure and applications. Stay tuned for more updates! <p>The

Azure 130

Azure AWS Tuning Google 130

The Netflix TechBlog

DECEMBER 17, 2024

The complexity of these operational demands underscored the urgent need for a scalable solution. This approach provides a few advantages: Low burden on existing systems: Log processing imposes minimal changes to existing infrastructure. Stay tuned for a closer look at the innovation behind thescenes!

Traffic 172

Traffic Scalability Strategy Monitoring 172

DZone

NOVEMBER 27, 2023

Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. In this article, we will show you how to tune Trino by helping you identify performance bottlenecks and provide tuning tips that you can practice.

Tuning 162

Tuning Speed Performance Open Source 162

The Netflix TechBlog

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. Eventually Consistent : This category needs accurate and durable counts, and is willing to tolerate a slight delay in accuracy and a slightly higher infrastructure cost as a trade-off.

Latency 251

Latency Cache Infrastructure Strategy 251

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

The Netflix TechBlog

DECEMBER 17, 2024

Training: We created easy-to-provide feedback using and with a fully integrated fine-tuning loop to allow end-users to teach new domains and questions around it effectively. LORE also provides a confidence score to our end users based on its grounding in the domainspace.

Analytics 212

Analytics Engineering Entertainment Metrics 212

The Netflix TechBlog

JUNE 7, 2021

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. These metrics are visualized using Lumen , a self-service dashboarding infrastructure.

Network 327

Network Transportation AWS Cloud 327

Dynatrace

MAY 28, 2024

You can easily pivot between a hot Kubernetes cluster and the log file related to the issue in 2-3 clicks in these Dynatrace® Apps: Infrastructure & Observability (I&O), Databases, Clouds, and Kubernetes. Finding answers begins with opening the right app for your use case. A sudden drop in received log data?

Analytics 267

Analytics Infrastructure Database Monitoring 267

Scalegrid

JULY 13, 2020

Compare ease of use across compatibility, extensions, tuning, operating systems, languages and support providers. These new applications are a great way for enterprise companies to test out PostgreSQL before migrating their entire infrastructure. Scalability. Compare Ease of Use. PostgreSQL. PostgreSQL. Compatibility.

Open Source 244

Open Source Tuning C++ Database 244

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Are you running containerized applications on IBM Z?

Operating System 246

Operating System Energy Infrastructure Architecture 246

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. Failures can occur unpredictably across various levels, from physical infrastructure to software layers. Recovery time of the latency p90. However, we noticed that GPT 3.5

Engineering 245

Engineering Tuning Latency Open Source 245

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. What is Docker? Watch webinar now!

Open Source 334

Open Source Traffic DevOps Cloud 334

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 246

Analytics Infrastructure Storage Architecture 246

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. Retention : The status indicates which tables fall inside and outside of the retention window.

Latency 239

Latency Storage Traffic Tuning 239

DZone

JANUARY 19, 2024

Bridging the gap between development and operations, SRE is a set of principles and practices that aims to create scalable and highly reliable software systems. The main goal is to create automated solutions for operational aspects such as on-call monitoring, performance tuning, incident response, and capacity planning.

Engineering 182

Engineering Tuning Software Engineering Internet 182

Dynatrace

JUNE 13, 2019

The Dynatrace platform automatically integrates OpenTelemetry data, thereby providing the highest possible scalability, enterprise manageability, seamless processing of data, and, most importantly the best analytics through Davis (our AI-driven analytics engine), and automation support available.

IoT 53

IoT C++ Analytics Java 53

Dynatrace

OCTOBER 7, 2020

Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API. Scalable and easy Prometheus support for Kubernetes. Stay tuned. Dynatrace unlocks over 200 new technology integrations.

Open Source 264

Open Source Metrics Analytics Tuning 264

Dynatrace

JULY 18, 2023

While infrastructure has historically been treated as a bottleneck where proper scaling and compute power are applied to improve performance, these aspects are now typically addressed by hyperscalers that offer cloud-based infrastructure and infrastructure as a service.

Best Practices 246

Best Practices Code Infrastructure Latency 246

Dynatrace

JUNE 27, 2023

Centralized log management for scalable ingestion into Grail As AWS S3 proves to be the preferred way of storing cloud logs, enterprise customers face mounting challenges in putting S3 log data to use. If so, stay tuned for more news about direct AWS Kinesis Data Firehose configuration in AWS console.

AWS 246

AWS Cloud Lambda Analytics 246

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. The KV data can be visualized at a high level, as shown in the diagram below, where three records are shown.

Latency 260

Latency Storage Cache Efficiency 260

The Netflix TechBlog

DECEMBER 8, 2021

Project by Netflix’s Cloud Infrastructure Security team ( Alex Bainbridge , Mike Grima , Nick Siow) Cloud security is a hard problem, but an even harder one is cloud security at scale. We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure.

AWS 205

AWS Cloud Infrastructure Scalability 205

Dynatrace

DECEMBER 5, 2023

Legacy data center infrastructure and software support have kept all the benefits of ARM at, well… arm’s length. This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance.

Efficiency 290

Efficiency Architecture Energy Monitoring 290

The Netflix TechBlog

FEBRUARY 9, 2021

Stay tuned for more details on this, as well as more details on the internals of the new SKU Platform in one of our upcoming blog posts. The SKU Platform supports this via lightweight configuration changes to rules that do not require a full deployment. Conclusion This work was a large cross-functional effort.

Engineering 145

Engineering Scalability Architecture Innovation 145

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Immutable infrastructure. Infrastructure is provisioned and modified in code, eliminating much of the need for manual installation and tuning.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

FEBRUARY 9, 2021

A broad range of infrastructure components, open data frameworks, mobile platforms and frameworks (iOS, Android, Flutter, Xamarin, React, and others), and many more are also fully supported. Our goal is to make this process simple, scalable, and enjoyable. So please stay tuned for updates. .

Software 221

Software Software Technology Technology 221

The Netflix TechBlog

NOVEMBER 3, 2023

On the Data Platform team, we build the infrastructure used across the company to process data at scale. This includes features such as autoscaling, the ability to manage pipelines declaratively via Infrastructure as Code, and a rich connector ecosystem. This makes the query service lightweight, scalable, and execution agnostic.

Processing 271

Processing Engineering Infrastructure Latency 271

Dynatrace

FEBRUARY 10, 2021

Critical success factors – velocity, resilience, and scalability. Stay tuned for another blog post demonstrating how Dynatrace Cloud Automation addresses velocity, resilience, and scalability from a practitioner’s point of view.

Cloud 242

Cloud DevOps Speed Metrics 242

The Netflix TechBlog

OCTOBER 27, 2020

As the paved path for moving data to key-value stores, Bulldozer provides a scalable and efficient no-code solution. Bulldozer abstracts the underlying infrastructure on how the data moves. Stay Tuned The ideas discussed here include only a small set of problems with many more challenges still left to be identified and addressed.

Latency 252

Latency Storage Big Data Tuning 252

Scalegrid

SEPTEMBER 10, 2024

At ScaleGrid, we’re always pushing the boundaries to offer more flexibility and scalability to our customers. We’re proud to introduce AWS Outposts support, allowing you to manage cloud infrastructure on-premises while maintaining full AWS integration. Stay tuned for more exciting updates in the months to come! <p>The

Latency 130

Latency AWS Storage Tuning 130

Dynatrace

NOVEMBER 4, 2019

Gartner’s Top Emerging Trends in Cloud Native Infrastructure Report states, “Containers and Kubernetes are becoming the foundation for building cloud-native infrastructure to improve software velocity and developer productivity”.

Monitoring 223

Monitoring Cloud Metrics Code 223

The Netflix TechBlog

NOVEMBER 6, 2023

In order to train the model on internal training data (video clips with aligned text descriptions), we implemented a scalable version on Ray Train and switched to a more performant video decoding library. Engineering and Infrastructure Our trained model gives us a text encoder and a video encoder.

Media 234

Media Social Media Tuning Engineering 234

Dynatrace

OCTOBER 26, 2020

Christian Inzko , Performance Engineer out of our Klagenfurt Lab, is running a lot of performance tests to validate performance and scalability of our Dynatrace clusters. This integration ensures that performance data from testing tools such as JMeter is in the same place as all other relevant performance and infrastructure data.

Innovation 234

Innovation Metrics Hardware Open Source 234

The Netflix TechBlog

MARCH 1, 2021

The third generation, called Reloaded , has been online for about seven years and has proven to be stable and massively scalable. Dealing with production issues became an expensive chore that placed a tax on all developers because infrastructure code was all mixed up with application code.

Serverless 235

Serverless Media Latency Social Media 235

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. In addition to the scalability and the stability that the developers already enjoyed in Reloaded, Cosmos aimed to significantly increase system flexibility and feature development velocity. depending on the use case.

Processing 238

Processing Media Latency Innovation 238

Dynatrace

OCTOBER 2, 2023

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. The observability extends to on-premises environments, Kubernetes infrastructure, multicloud platforms, and the multitude of proprietary and open source tools they depend on.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

DECEMBER 8, 2020

It inherits the automation, AI, scalability, and enterprise-grade robustness of the Dynatrace platform. With new RASP capabilities of the Dynatrace OneAgent, the same trusted approach extends the Dynatrace platform to application security: automatic, intelligent, highly scalable. Stay tuned – this is only the start.

Cloud 306

Cloud Open Source Internet Internet 306