The Netflix TechBlog

DECEMBER 17, 2024

This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. They allow us to verify whether titles are presented as intended and investigate any discrepancies. The stakes are even higher when ensuring every title launches flawlessly.

Traffic 168

Traffic Scalability Strategy Monitoring 168

Dynatrace

APRIL 5, 2024

This implies that when the status is unfavorable, implementing sophisticated alerting methods like error budget burn rate alerting presents challenges and is therefore not applicable. Contact Sales The post Efficient SLO event integration powers successful AIOps appeared first on Dynatrace news. Interested in learning more?

Efficiency 264

Efficiency Traffic Tuning Metrics 264

Dynatrace

SEPTEMBER 2, 2022

The company did a postmortem on its monitoring strategy and realized it came up short. Not only does this mean we don’t waste time and resources firefighting, but it also means we’re able to operate much more efficiently, leaving us more time to focus on product innovation.”.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Scalegrid

FEBRUARY 27, 2025

Incremental Backups: Speeds up recovery and makes data management more efficient for active databases. Performance Optimizations PostgreSQL 17 significantly improves performance, query handling, and database management, making it more efficient for high-demand systems. JSON_QUERY extracts JSON fragments based on query conditions.

Speed 130

Speed Database Storage Efficiency 130

Dynatrace

MAY 24, 2024

We’re proud to announce that Ally Financial has presented Dynatrace with its Ally Technology Velocity with Quality award. This is the second time Ally Financial has presented its Ally Technology Partner Awards. As a result, Ally is driving a new level of operational efficiency and saving millions in annual licensing costs. “We

Technology 264

Technology Technology Analytics Innovation 264

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Infrastructure Artificial Intelligence 130

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model.

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Scalegrid

JANUARY 5, 2024

Enhanced data security, better data integrity, and efficient access to information. This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies. It provides tools for organizing and retrieving data efficiently.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

JULY 11, 2024

Today, IT services have a direct impact on almost every key business performance indicator, from revenue and conversions to customer satisfaction and operational efficiency. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends. Security and compliance.

Monitoring 264

Monitoring Retail Energy Cloud 264

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. Automating IT practices without integrated AIOps presents several challenges. What is IT automation?

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

DZone

FEBRUARY 12, 2024

IoT edge devices, ranging from sensors to industrial machines, have become integral to various industries, offering insights, automation, and efficiency. However, managing a large number of these edge devices efficiently poses a significant challenge.

IoT 211

IoT Strategy Efficiency 211

Scalegrid

FEBRUARY 6, 2025

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. Mitigating the causes of software outages Understanding the diverse causes of tech outages is essential for developing strategies to prevent them, but it’s just the start.

Software 290

Software Software Infrastructure Network 290

Dynatrace

JANUARY 11, 2023

These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards. An effective IT infrastructure monitoring strategy includes the following best practices: Determine the best cloud tooling and services for your specific cloud environment.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Scalegrid

JANUARY 21, 2025

This ensures each Redis instance optimally uses the in-memory data store and aligns with the operating system’s efficiency. Selecting the right tool plays an important role in managing your strategy correctly while ensuring optimal performance across all clusters or singularly monitored redistributions.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

MAY 4, 2022

To address these challenges, organizations are adopting cloud-first strategies and cloud-native application development practices. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 246

Cloud DevOps Strategy Monitoring 246

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. But gaining observability of distributed environments, such as Kubernetes, microservices, and containerized application deployments, presents formidable challenges.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Scalegrid

JANUARY 9, 2024

Key Takeaways Enterprise cloud security is vital due to increased cloud adoption and the significant financial and reputational risks associated with security breaches; a multilayered security strategy that includes encryption, access management, and compliance is essential.

Strategy 130

Strategy Cloud Best Practices Government 130

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. Data Featurization A complete list of features used in this work is presented in Table 1. The features mainly belong to two distinct classes.

C++ 316

C++ Metrics Tuning Strategy 316

Dynatrace

FEBRUARY 4, 2025

This approach improves operational efficiency and resilience, though its not without flaws. This limitation highlights the importance of continuous innovation and adaptation in IT operations and AIOps strategies. “The shift from reactive to preventive operations represents the next evolution in AIOps.”

Retail 130

Retail Metrics Engineering Efficiency 130

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. Migrating Persistent Stores Stateful APIs pose unique challenges that require different strategies. But what happens when this machinery needs a transformation?

Traffic 282

Traffic Metrics Systems Strategy 282

Scalegrid

DECEMBER 21, 2023

This ensures each Redis® instance optimally uses the in-memory data store and aligns with the operating system’s efficiency. Selecting the right tool plays an important role in managing your strategy correctly while ensuring optimal performance across all clusters or singularly monitored redistributions.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

JULY 29, 2024

AI is also crucial for securing data privacy, as it can more efficiently detect patterns, anomalies, and indicators of compromise. AI significantly accelerates DevSecOps by processing vast amounts of data to identify and classify potential threats, leading to proactive threat detection and response. Learn more in this blog.

Analytics 245

Analytics Government DevOps Efficiency 245

Dynatrace

OCTOBER 10, 2023

This intricate allocation strategy can be categorized into two main domains. In this blog post, we’ll delve deeper into these categories to gain a comprehensive understanding of their significance and the challenges they present. Streamlining the CI/CD process to ensure optimal efficiency.

Engineering 264

Engineering DevOps Innovation Strategy 264

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. After all, it’s key to sample and store traces efficiently while not missing out on important events.

AWS 246

AWS Strategy Storage Metrics 246

Dynatrace

AUGUST 25, 2023

Yet upgrading antiquated systems and effectively integrating them into modern workflows is challenging despite the potential to increase efficiency, improve security, reduce the higher operational costs associated with supporting tech debt, and avoid the foreseeable breaks in end-of-life apps.

Government 246

Government Infrastructure Programming Cloud 246

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources. Some titles (e.g.,

Media 246

Media Open Source Software Engineering Efficiency 246

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. Performance results In this section, we present an overview of the performance of our new encodes compared to our existing H.264

Innovation 241

Innovation Traffic Network Mobile 241

Dynatrace

JANUARY 31, 2024

While off-the-shelf models assist many organizations in initiating their journeys with generative AI (GenAI), scaling AI for enterprise use presents formidable challenges. Model observability provides visibility into resource consumption and operation costs, aiding in optimization and ensuring the most efficient use of available resources.

Cache 276

Cache Azure Infrastructure Monitoring 276

Dynatrace

NOVEMBER 11, 2021

Indeed, organizations view IT modernization and cloud computing as intertwined with their business strategy and COVID-19 recovery plans. First, cloud environments present substantial observability issues given their increasing complexity and dynamism. AWS re:Invent 2021: Modernizing for cloud-native environments.

AWS 246

AWS Cloud Lambda Serverless 246

DZone

SEPTEMBER 4, 2023

In today's fast-paced financial landscape, where seamless data exchange is crucial for operational efficiency, the adoption of ISO 20022 has emerged as a global standard for financial messaging.

Testing 162

Testing Strategy Efficiency Processing 162

Smashing Magazine

AUGUST 20, 2021

Jamstack CMS: The Past, The Present and The Future. Jamstack CMS: The Past, The Present and The Future. If you need a developer, taking a Jamstack approach is one of the most efficient ways to leverage your staffing resources. Mike Neumegen. 2021-08-20T08:00:00+00:00. 2021-08-20T09:19:47+00:00. Drupal is not just a CMS.

Ecommerce 142

Ecommerce Website Government Internet 142

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

Dynatrace

MAY 2, 2024

At this year’s RSA conference, taking place in San Francisco from May 6-9, presenters will explore ideas such as redefining security in the age of AI. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind.

Artificial Intelligence 264

Artificial Intelligence Cloud Best Practices DevOps 264

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

AUGUST 28, 2023

These retail-business processes must work together efficiently to orchestrate customer satisfaction: Inventory management ensures you can anticipate and meet dynamic customer demand. Decentralized last-mile delivery strategies such as micro-fulfillment centers complicate inventory management and order fulfillment oversight.

Retail 246

Retail Logistics Innovation Analytics 246

Dynatrace

MAY 3, 2021

The goal of this strategy is to streamline the rollout of new software and avoid last-minute vulnerability fixes — or worse, releasing vulnerable software to real users. Hicks then demonstrated how a proactive DevSecOps stance works in practice by presenting Dynatrace with a typical DevOps toolchain.

Code 237

Code DevOps Speed Government 237