The Netflix TechBlog

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Tuning 165

Tuning Latency Efficiency Storage 165

Dynatrace

JANUARY 21, 2022

Without a centralized approach to vulnerability management, DevSecOps teams waste time figuring out how a vulnerability affects the production environment and which systems to fix first. The post Why vulnerability management enhances your cloud application security strategy appeared first on Dynatrace blog. Contextual insight.

Strategy 246

Strategy Cloud DevOps Open Source 246

Dynatrace

SEPTEMBER 2, 2022

The company did a postmortem on its monitoring strategy and realized it came up short. I’m going to log into the POS [point-of-sale system] and reproduce what happened on Thanksgiving, then log into the Dynatrace console and see the data come through.”. Performance problems, cyberthreats may complicate Black Friday traffic in 2022.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Dynatrace

MAY 8, 2023

Today’s organizations are constantly enhancing their systems and services as new opportunities arise, inspiring new forms of collaboration while relying on open ecosystems and open source software. The key to observability in these systems is the ability to collect and integrate metrics, logs, and trace data from components.

Open Source 246

Open Source Strategy Lambda Metrics 246

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

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. Ransomware encrypts essential data, locking users out of systems and halting operations until a ransom is paid. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 290

Software Software Infrastructure Network 290

The Netflix TechBlog

JUNE 13, 2023

This is where large-scale system migrations come into play. 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. Canaries and sticky canaries are valuable tools in the system migration process.

Traffic 282

Traffic Metrics Systems Strategy 282

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. Earlier this year, Dynatrace presented Ally Financial with its own award as our first Digital Breakout Performer.

Technology 264

Technology Technology Innovation Analytics 264

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.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

DZone

OCTOBER 21, 2023

It does, however, present risks and uncertainties, making it a daunting task. The user experience and system disruption caused by new releases are things that organizations work to prevent. Any development process must include the deployment of new software versions or features. Canary releases become important at this point.

Software 173

Software Software Strategy Best Practices 173

Scalegrid

FEBRUARY 27, 2025

Performance Optimizations PostgreSQL 17 significantly improves performance, query handling, and database management, making it more efficient for high-demand systems. By capturing only the latest changes, PostgreSQL 17 ensures quicker, less disruptive restorations , keeping systems running with minimal downtimeeven after unexpected failures.

Speed 130

Speed Database Storage Efficiency 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. Streaming Platforms Commercial streaming platforms shown in Figure 1 mainly rely on Digital Rights Management (DRM) systems.

C++ 316

C++ Metrics Tuning Strategy 316

Dynatrace

JULY 25, 2024

Traditional deployment techniques that roll out updates or patches directly into full production can present significant risks and lead to potential downtime. By implementing these strategies, organizations can minimize the impact of potential failures and ensure a smoother transition for users.

Strategy 276

Strategy Azure Monitoring DevOps 276

Dynatrace

JULY 11, 2024

In today’s digital-first world, data resides across dozens of different IT systems, from critical business applications to the modern cloud platforms that underpin them. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends. Operational optimization.

Monitoring 264

Monitoring Retail Energy Cloud 264

Scalegrid

JANUARY 21, 2025

With these essential support systems in place, you can effectively monitor your databases with up-to-date data about their health and functioning status at all times. This ensures each Redis instance optimally uses the in-memory data store and aligns with the operating system’s efficiency.

Strategy 130

Strategy Monitoring Latency DevOps 130

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. Implementing a robust monitoring and observability strategy has become the foundation of an organization’s ability to improve business resiliency and stay in control of their critical IT environments.

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

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Automating IT practices without integrated AIOps presents several challenges. While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it.

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

Dynatrace

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. During the Dynatrace annual user conference, Perform , the Partner Summit session returned, welcoming Global System Integrators (GSIs), Hyperscalers, and Cloud Solutions Partners to participate. Building apps and innovations.

Artificial Intelligence 246

Artificial Intelligence IoT Programming Innovation 246

Scalegrid

DECEMBER 21, 2023

With these essential support systems in place, you can effectively monitor your databases with up-to-date data about their health and functioning status at all times. This ensures each Redis® instance optimally uses the in-memory data store and aligns with the operating system’s efficiency.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

APRIL 28, 2021

Organizations that have transitioned to agile software development strategies (including the adoption of a DevOps culture and continuous delivery automation) enforce automated solutions for such decision making—or at the very least, use automation in the gathering of a release-quality metrics. Release information from issue tracking systems.

Software 246

Software Software Strategy Metrics 246

Scalegrid

FEBRUARY 6, 2025

Introduction to Message Brokers Message brokers enable applications, services, and systems to communicate by acting as intermediaries between senders and receivers. This decoupling simplifies system architecture and supports scalability in distributed environments.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 2, 2023

If your organisation is involved in achieving APRA compliance, you are likely facing the daunting effort of de-risking critical system delivery. Moreover, for banking organisations, there is a good chance some of those systems are outdated. Observability aims to interpret them all in real time.

Cloud 264

Cloud Infrastructure Strategy Open Source 264

Dynatrace

AUGUST 3, 2022

Malicious attackers have gotten increasingly better at identifying vulnerabilities and launching zero-day attacks to exploit these weak points in IT systems. To ensure the safety of their customers, employees, and business data, organizations must have a strategy to protect against zero-day vulnerabilities.

Java 261

Java Traffic Benchmarking Strategy 261

Smashing Magazine

AUGUST 20, 2021

Jamstack CMS: The Past, The Present and The Future. Jamstack CMS: The Past, The Present and The Future. During the 90s, we saw two content management systems for static sites — Microsoft FrontPage in 1996 and Macromedia Dreamweaver in 1997. Mike Neumegen. 2021-08-20T08:00:00+00:00. 2021-08-20T09:19:47+00:00.

Ecommerce 142

Ecommerce Website Government Internet 142

Dynatrace

FEBRUARY 8, 2024

Proactive workforce members are acclimating to these fluid conditions through a variety of strategies, such as career “zigzagging” (a less linear career path that involves diverse roles), career upskilling, and mentoring. She has held positions at Citrix Systems, GitHub, and most recently, VMware.

Artificial Intelligence 299

Artificial Intelligence Technology Technology Strategy 299

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens. Both can result in lost productivity for IT teams and staff in the field.

Government 246

Government Infrastructure Programming Cloud 246

Dynatrace

FEBRUARY 4, 2025

The complexity of IT environments and the changing nature of threats necessitate human oversight and ongoing adjustment of AIOps systems to handle unforeseen challenges and ensure optimal performance. This limitation highlights the importance of continuous innovation and adaptation in IT operations and AIOps strategies.

Retail 130

Retail Engineering Metrics Efficiency 130

The Agile Manager

OCTOBER 31, 2022

A few months ago I was asked to review a product strategy a team had put together. I had to give them the unfortunate feedback that what they had created was a document with a lot of words, but those words did not articulate a strategy. There is a formula for articulating strategy. The actions must be, well, actionable.

Strategy 89

Strategy Retail Operating System Programming 89

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

JUNE 18, 2020

Automatically baseline performance and present findings on what can be improved. Minimize alert noise from disparate systems. Dynatrace is a full-stack, all-in-one platform strategy vs a niche tool in a single category. Trusting the data you present, is more important today than ever before.

Monitoring 243

Monitoring Cloud DevOps Software 243

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. These tasks collectively ensure uninterrupted production service.

Engineering 264

Engineering DevOps Innovation Strategy 264

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. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. ’ and ‘How compliant are we?

Artificial Intelligence 264

Artificial Intelligence Cloud Best Practices DevOps 264

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. GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues.

Cache 276

Cache Azure Infrastructure Monitoring 276

O'Reilly Software

OCTOBER 25, 2018

As lists are the raw material of strategy and technology architecture, MECE list-making is one of the most useful tools you can have in your tool box. MECE, pronounced "mee-see," is a tool created by the leading business strategy firm McKinsey. Lists are the raw material of strategy and technology architecture.

Strategy 96

Strategy Database Technology Technology 96

Dynatrace

MAY 30, 2023

Rising Star Award Over the last year, Kyndryl has demonstrated the desire to invest and commit to bringing the best in observability to their customers with Dynatrace, and that’s why we’re pleased to present them with this award.

Innovation 246

Innovation Cloud AWS DevOps 246