Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. But, as resources move off premises, IT teams often lack visibility into system performance and security issues. Define the strategy, assess the environment, and perform migration-readiness assessments and workshops.

Strategy 246

Strategy Cloud Infrastructure Metrics 246

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. A comprehensive digital transformation strategy can help organizations better understand the market, reach customers more effectively, and respond to changing demand more quickly. Competitive advantage.

Strategy 244

Strategy Retail DevOps Traffic 244

Dynatrace

DECEMBER 6, 2022

This process reinvents existing processes, operations, customer services, and organizational culture. They need to not only embrace new technologies, but also let go of legacy mindsets and processes that hinder change. Organizations need to embrace automation and AI-enabled processes for effective digital transformation.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

DZone

MAY 1, 2023

CPU isolation and efficient system management are critical for any application which requires low-latency and high-performance computing. These measures are especially important for high-frequency trading systems, where split-second decisions on buying and selling stocks must be made.

Tuning 253

Tuning Systems Latency Performance 253

Dynatrace

MARCH 1, 2023

Security vulnerabilities can easily creep into IT systems and create costly risks. A defense-in-depth approach to cybersecurity strategy is also critical in the face of runtime software vulnerabilities such as Log4Shell. Prior to 2020, we had a very manual process and very siloed ways of doing things.

Strategy 246

Strategy Cloud Software Software 246

DZone

MARCH 5, 2024

Building scalable systems using microservices architecture is a strategic approach to developing complex applications. This step-by-step guide outlines the process of creating a microservices-based system, complete with detailed examples.

Strategy 291

Strategy Scalability Architecture Systems 291

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Rethinking the process means digital transformation. What trends are you seeing in the industry?

Strategy 245

Strategy Performance Logistics Monitoring 245

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.”. It was the longest 90 seconds of my life.

Traffic 246

Traffic Strategy Retail Ecommerce 246

DZone

SEPTEMBER 26, 2024

A data pipeline is more than just a conduit for data — it is a complex system that involves the extraction, transformation, and loading ( ETL ) of data from various sources to ensure that it is clean, consistent, and ready for analysis. Let’s dive into the key steps to building out your data pipelines.

Strategy 147

Strategy Scalability Efficiency Technology 147

Dynatrace

AUGUST 8, 2024

It’s also critical to have a strategy in place to address these outages, including both documented remediation processes and an observability platform to help you proactively identify and resolve issues to minimize customer and business impact. Let’s explore each of these elements and what organizations can do to avoid them.

Software 290

Software Software Infrastructure Network 290

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 Artificial Intelligence Infrastructure 130

Dynatrace

FEBRUARY 27, 2025

In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. As an open-source project, OpenTelemetry sets standards for telemetry data sets and works with a wide range of systems and platforms to collect and export telemetry data to backend systems. OpenTelemetry Collector 1.0

Tuning 304

Tuning Open Source Innovation Monitoring 304

DZone

JANUARY 4, 2022

And the evolution not only has called for modern testing strategies and tools but a detailed-oriented process with the inclusion of test methodologies. However, the only thing that defines the success or failure of a test strategy is the precise selection of tools, technology, and a suitable methodology to aid the entire QA process.

Software 284

Software Software Testing Strategy 284

Dynatrace

OCTOBER 29, 2024

Dynatrace transforms this unstructured data into a strategic advantage, processing it automatically—no manual tagging required. By automating root-cause analysis, TD Bank reduced incidents, speeding up resolution times and maintaining system reliability. With over 2.5 The result?

Innovation 288

Innovation Strategy Cloud AWS 288

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

JULY 25, 2024

A key learning from the outage caused by the faulty CrowdStrike “Rapid Response” update is how critical it is to understand your vendors’ quality control and release processes. This blog will suggest five areas to consider and questions to ask when evaluating your existing vendors and their risk management strategies.

Strategy 278

Strategy Monitoring Open Source Testing 278

The Netflix TechBlog

JUNE 13, 2023

This is where large-scale system migrations come into play. Replay traffic testing gives us the initial foundation of validation, but as our migration process unfolds, we are met with the need for a carefully controlled migration process. Canaries and sticky canaries are valuable tools in the system migration process.

Traffic 282

Traffic Metrics Systems Strategy 282

The Netflix TechBlog

JUNE 1, 2023

In this blog post, we’ll discuss the methods we used to ensure a successful launch, including: How we tested the system Netflix technologies involved Best practices we developed Realistic Test Traffic Netflix traffic ebbs and flows throughout the day in a sinusoidal pattern. Basic with ads was launched worldwide on November 3rd.

Traffic 346

Traffic Best Practices Systems Testing 346

DZone

MARCH 14, 2023

But what happens when traffic bursts overwhelm your system? In this post, we'll explore both strategies through a simple simulation in Colab, allowing you to see the impact of changing parameters on system performance. Queueing requests is a common solution, but what's the best approach: FIFO or LIFO?

Strategy 147

Strategy Latency Availability Traffic 147

The Netflix TechBlog

MAY 4, 2023

Behind the scenes, a myriad of systems and services are involved in orchestrating the product experience. These backend systems are consistently being evolved and optimized to meet and exceed customer and product expectations. This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal.

Traffic 343

Traffic Latency Tuning Systems 343

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 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

Dynatrace

JULY 25, 2024

By implementing these strategies, organizations can minimize the impact of potential failures and ensure a smoother transition for users. Blue/green deployments This strategy involves selecting a “blue” group to run the new software while the “green” group continues to run the previous version.

Strategy 276

Strategy Azure Monitoring DevOps 276

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. So, what is IT automation?

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

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

The Netflix TechBlog

NOVEMBER 12, 2024

Failures in a distributed system are a given, and having the ability to safely retry requests enhances the reliability of the service. In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Introducing sufficient jitter to the flush process can further reduce contention.

Latency 247

Latency Cache Infrastructure Strategy 247

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. To achieve these AIOps benefits, comprehensive AIOps tools incorporate four key stages of data processing: Collection. What is AIOps, and how does it work?

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

JULY 22, 2024

Using OpenTelemetry, developers can collect and process telemetry data from applications, services, and systems. Observability Observability is the ability to determine a system’s health by analyzing the data it generates, such as logs, metrics, and traces. There are three main types of telemetry data: Metrics.

Latency 264

Latency Best Practices Metrics Open Source 264

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

MAY 1, 2023

IT operations analytics is the process of unifying, storing, and contextually analyzing operational data to understand the health of applications, infrastructure, and environments and streamline everyday operations. ITOA automates repetitive cloud operations tasks and streamlines the flow of analytics into decision-making processes.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

AUGUST 13, 2024

Modern observability and security require comprehensive access to your hosts, processes, services, and applications to monitor system performance, conduct live debugging, and ensure application security protection. Changes are introduced on a controlled schedule, typically once a week, to reduce the risk of affecting customer systems.

Monitoring 279

Monitoring Open Source Testing Software 279

DZone

JANUARY 8, 2025

API resilience is about creating systems that can recover gracefully from disruptions, such as network outages or sudden traffic spikes, ensuring they remain reliable and secure. This has become critical since APIs serve as the backbone of todays interconnected systems. However, it often introduces new challenges in the process.

Best Practices 239

Best Practices Design Scalability Architecture 239

Dynatrace

JANUARY 26, 2021

DevSecOps is a cross-team collaboration framework that integrates security into DevOps processes from the start rather than waiting to address security in a separate silo. DevOps has gained ground in recent years as a way to combine key operational principles with development cycles, recognizing that these two processes must coexist.

DevOps 306

DevOps Best Practices Open Source Tuning 306

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. Each entry represents a process group instance.

Software 246

Software Software Strategy Metrics 246

Dynatrace

NOVEMBER 18, 2024

Read on to learn more about how Dynatrace and Microsoft leverage AI to transform modern cloud strategies. The Grail™ data lakehouse provides fast, auto-indexed, schema-on-read storage with massively parallel processing (MPP) to deliver immediate, contextualized answers from all data at scale.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

DZone

OCTOBER 21, 2023

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

Software 173

Software Software Strategy Best Practices 173

Dynatrace

FEBRUARY 10, 2023

Further, automation has become a core strategy as organizations migrate to and operate in the cloud. More than 70% of respondents to a recent McKinsey survey now consider IT automation to be a strategic component of their digital transformation strategies. What is a data lakehouse?

Efficiency 306

Efficiency Performance Analytics DevOps 306