The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

APRIL 5, 2024

Details of the root cause The developer deems it appropriate to either exclude or designate this error as acceptable during the patch release to prevent being overwhelmed with false positive alerts. Conclusion An effective Service Level Objective (SLO) holds more value than numerous alerts, reducing unnecessary noise in monitoring systems.

Efficiency 235

Efficiency Traffic Tuning Metrics 235

Scalegrid

JANUARY 5, 2024

Enhanced data security, better data integrity, and efficient access to information. If you’re considering a database management system, understanding these benefits is crucial. Understanding Database Management Systems (DBMS) A Database Management System (DBMS) assists users in creating and managing databases.

Efficiency 147

Efficiency Storage Database Scalability 147

DZone

JUNE 22, 2023

It involves a combination of techniques and best practices aimed at reducing latency, improving user experience, and increasing the overall efficiency of the system. API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 245

Scalability Design Best Practices Performance 245

The Netflix TechBlog

SEPTEMBER 29, 2022

Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support for Non-Parallelizable Workloads by Kostas Christidis Introduction Timestone is a high-throughput, low-latency priority queueing system we built in-house to support the needs of Cosmos , our media encoding platform. Over the past 2.5

Latency 212

Latency Systems Media Serverless 212

DZone

AUGUST 7, 2023

Linux is a popular open-source operating system that offers various distributions to suit every need. Lightweight Linux distributions are specifically designed to be low-resource, efficient, and quick, offering users a smooth and responsive user experience.

Hardware 245

Hardware Open Source Operating System Efficiency 245

Dynatrace

MARCH 29, 2024

AI innovation elevates efficiency and performance of Google Cloud AI adoption is increasingly critical for any organization. Learn to boost system reliability through proactive issue detection. To compete, it’s critical for organizations to streamline operations, minimize downtime, and drive continuous innovation in the cloud.

Google 271

Google Innovation Cloud Analytics 271

DZone

OCTOBER 10, 2023

Enter IoT device management — the suite of tools and practices designed to monitor, maintain, and update these interconnected devices. Efficient device management allows organizations to handle this vast network without hitches. As these devices multiply, so does the complexity of managing them.

IoT 298

IoT Internet Internet Network 298

Smashing Magazine

OCTOBER 15, 2021

Tips And Tricks For Evaluating UX/UI Designers. Tips And Tricks For Evaluating UX/UI Designers. When a company’s digital representation lacks a dedicated UX/UI design team, it can be hard to produce something that stands out from the crowd. That happens when your app/website/system is efficient. Nataliya Sambir.

Design 113

Design Website Efficiency Games 113

Official Blog - World Web Technology

DECEMBER 1, 2023

You can maintain a competitive edge and produce aesthetically pleasing websites in the dynamic field of web design solutions. You can create a website that is visually attractive and easy to use with the best web design solutions and tools. Web Design Solutions Made Easy! Top 9 Software for a Website Designing Company in India!

Design 59

Design Software Software Website 59

DZone

FEBRUARY 12, 2024

Poorly optimized queries can lead to slow response times and increased load on the database server, negatively impacting user experience and system performance. This article explores strategies to optimize complex MySQL queries for efficient data retrieval from large datasets, ensuring quick and reliable access to information.

Performance 161

Performance Database Strategy Efficiency 161

DZone

APRIL 13, 2023

The Apollo router is a powerful routing solution designed to replace the GraphQL Gateway. This self-hosted graph routing solution is highly configurable, making it an ideal choice for developers who require a high-performance routing system.

Monitoring 245

Monitoring Performance Traffic Efficiency 245

InfoQ

FEBRUARY 1, 2024

Peter Lawrey discusses achieving vertical scalability by minimizing accidental complexity and using an event-driven architecture. By Peter Lawrey

Scalability 74

Scalability Efficiency Systems Architecture 74

Dynatrace

MAY 2, 2024

Rising consumer expectations for transparency and control over their data, combined with increasing data volumes, contribute to the importance of swift and efficient management of privacy rights requests. 2] — Nader Henein, VP Analyst, Gartner The Privacy Rights app is designed to streamline this process in Dynatrace.

Tuning 235

Tuning Scalability Efficiency Processing 235

Smashing Magazine

DECEMBER 17, 2021

Designing Human-Machine Interfaces For Vehicles Of The Future. Designing Human-Machine Interfaces For Vehicles Of The Future. A human-machine interface (HMI) is an interface that allows us to interact with a digital system. No matter what HMI we design, we need to allow users to take advantage of all that a system has to offer.

Design 107

Design Entertainment Mobile Automotive 107

DZone

JANUARY 11, 2024

Unlike traditional computer designs that employ von Neumann-based processors, neuromorphic chips mimic the neural network topology of the brain, allowing more efficient and adaptive computing systems.

Architecture 152

Architecture Network Efficiency Design 152

DZone

JANUARY 25, 2024

Extended Berkeley Packet Filter (eBPF) is a programming technology designed for the Linux operating system (OS) kernel space, enabling developers to create efficient, secure, and non-intrusive programs.

Monitoring 161

Monitoring Programming Operating System Efficiency 161

Percona

MAY 1, 2023

It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. Efficient Resource Utilization: Enabling the effective utilization of system resources like CPU, memory, and disk I/O can optimize your PostgreSQL database while maintaining functionality.

Tuning 52

Tuning Efficiency Database Performance 52

DZone

OCTOBER 27, 2023

In the dynamic world of microservices architecture, efficient service communication is the linchpin that keeps the system running smoothly. This dedicated infrastructure layer is designed to cater to service-to-service communication, offering essential features like load balancing, security, monitoring, and resilience.

Traffic 231

Traffic Best Practices Architecture Infrastructure 231

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Using AI for Enhanced Cloud Operations The integration of AI in cloud computing is enhancing operational efficiency in several ways.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

The Netflix TechBlog

FEBRUARY 26, 2024

By Jose Fernandez Today, we are thrilled to announce the release of bpftop , a command-line tool designed to streamline the performance optimization and monitoring of eBPF applications. Striking a balance between eBPF’s benefits and system load is crucial, ensuring it enhances rather than hinders our operational efficiency.

Performance 174

Performance Benchmarking Programming Open Source 174

Dynatrace

JANUARY 23, 2024

Dynatrace unified observability and security is critical to not only keeping systems high performing and risk-free, but also to accelerating customer migration, adoption, and efficient usage of their cloud of choice. Learn more about Dynatrace and GCP from the ebook 5 Key Considerations for Monitoring Google Cloud.

Cloud 221

Cloud Artificial Intelligence Performance AWS 221

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 257

AWS Efficiency Azure Cloud 257

DZone

JANUARY 23, 2022

Building resilient systems requires comprehensive error management. Errors could occur in any part of the system / or its ecosystem and there are different ways of handling these e.g. Datacenter - data center failure where the whole DC could become unavailable due to power failure, network connectivity failure, environmental catastrophe, etc.

Hardware 243

Hardware DevOps Network Storage 243

The Morning Paper

SEPTEMBER 15, 2019

Fine-grained, secure and efficient data provenance on blockchain systems Ruan et al., That’s hard to do in today’s blockchain systems for two reasons: Provenance can only be determined by querying and replaying all on-chain transactions, which is inefficient and an offline activity. VLDB’19.

Blockchain 55

Blockchain Efficiency Systems Storage 55

Dynatrace

FEBRUARY 9, 2024

Recent platform enhancements in the latest Dynatrace, including business events powered by Grail™, make accessing the goldmine of business data flowing through your IT systems easier than ever. Business events can come from many sources, including OneAgent®, external business systems, RUM sessions, or log files.

Processing 198

Processing Monitoring Analytics Games 198

Smashing Magazine

DECEMBER 15, 2021

Touch Design For Mobile Interfaces: Defining Mobile Devices (Excerpt). Touch Design For Mobile Interfaces: Defining Mobile Devices (Excerpt). To many designers and developers the process of designing for mobile assumes that touch is natural, so we don’t need to pay any particular attention to the design of touch systems.

Mobile 104

Mobile Design Internet Internet 104

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. You might optimize your cooling system or move your data center to a colder region with reduced cooling demands. A PUE of 1.0

Cloud 218

Cloud Energy Best Practices Cache 218

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. Microsoft initially designed the OS for internal use to develop and manage Azure services.

Azure 233

Azure Monitoring Operating System Virtualization 233

Dynatrace

JANUARY 31, 2024

GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues. Dynatrace provides end-to-end observability of AI applications As AI systems grow in complexity, a holistic approach to the observability of AI-powered applications becomes even more crucial.

Cache 213

Cache Azure Infrastructure Monitoring 213

The Netflix TechBlog

MARCH 4, 2024

We have deployed Auto Remediation in production for handling memory configuration errors and unclassified errors of Spark jobs and observed its efficiency and effectiveness (e.g., For efficient error handling, Netflix developed an error classification service, called Pensive, which leverages a rule-based classifier for error classification.

Tuning 210

Tuning Efficiency Big Data Engineering 210

Scalegrid

JANUARY 25, 2024

Understanding Redis Performance Indicators Redis is designed to handle high traffic and low latency with its in-memory data store and efficient data structures. These essential data points heavily influence both stability and efficiency within the system. It could also indicate a potential issue, say, an expensive query.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. We designed experimental scenarios inspired by chaos engineering.

Engineering 189

Engineering Tuning Latency Open Source 189

Dynatrace

OCTOBER 10, 2023

Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient. Streamlining the CI/CD process to ensure optimal efficiency. These tasks collectively ensure uninterrupted production service.

Engineering 236

Engineering DevOps Innovation Strategy 236

Scalegrid

MARCH 22, 2024

Choosing the Right Cloud Services Choosing the right cloud services is crucial in developing an efficient multi cloud strategy. Register now for free and experience the seamless operation of your databases across multi-cloud and hybrid-cloud systems. Elevate your cloud strategy today with ScaleGrid!

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

JANUARY 18, 2024

DevOps tools , security response systems , search technologies, and more have all benefited from AI technology’s progress. Automation and analysis features, in particular, have boosted operational efficiency and performance by tracking and responding to complex or information-dense situations.

Artificial Intelligence 222

Artificial Intelligence Healthcare Government Technology 222

Scalegrid

NOVEMBER 29, 2023

As CTOs, database developers & experts, and DBAs seek more efficient, secure, and scalable cloud services solutions, DBaaS emerges as a compelling choice. Developers become more efficient while maintaining data integrity. Future-Proofing Your Database System Future-proof your database operations when you scale up.

Healthcare 130

Healthcare Hardware Database Scalability 130