Dynatrace

FEBRUARY 27, 2025

To get a better idea of OpenTelemetry trends in 2025 and how to get the most out of it in your observability strategy, some of our Dynatrace open-source engineers and advocates picked out the innovations they find most interesting. Because its constantly evolving, staying up to date with the latest in OpenTelemetry is no small feat.

Tuning 310

Tuning Open Source Innovation Monitoring 310

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. Additionally, these organizations continually use this insight to develop and improve the customer experience.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

Dynatrace

MARCH 1, 2023

Achieving this requires companies to adopt a modern development stack, one that arms security managers with greater observability and superior vulnerability management.” At the same time, organizations rely more than ever on software development to modernize and grow.

Strategy 246

Strategy Cloud Software Software 246

Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. Define the strategy, assess the environment, and perform migration-readiness assessments and workshops. The pilot cloud migration helps uncover risks related to process, operational, and technology changes.

Strategy 246

Strategy Cloud Infrastructure Metrics 246

Dynatrace

NOVEMBER 29, 2024

With an increasing number of regulations and standards governing how businesses handle data, an end-to-end compliance strategy is crucial. Administrators who work with developers and product managers responsible for instrumenting, managing, and achieving the business goals of applications benefit from Dynatrace log management.

Healthcare 237

Healthcare Analytics Storage Government 237

Dynatrace

APRIL 22, 2024

According to recent research from TechTarget’s Enterprise Strategy Group (ESG), generative AI will change software development activities, from quality assurance to debugging to CI/CD pipeline configuration. On the whole, survey respondents view AI as a way to accelerate software development and to improve software quality.

Software 242

Software Software Artificial Intelligence Development 242

The Netflix TechBlog

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix.

Traffic 172

Traffic Strategy Entertainment Innovation 172

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

FEBRUARY 25, 2025

This blog post dissects the vulnerability, explains how Struts processes file uploads, details the exploit mechanics, and outlines mitigation strategies. Developers and security professionals should take immediate steps to ensure the security of their Struts-based applications. and later, where the legacy class is fully removed.

Servers 214

Servers Processing Java Tuning 214

The Netflix TechBlog

MARCH 28, 2025

This limitation has inspired us to develop a foundation model for recommendation. The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). However, as in LLMs, the quality of data often outweighs its sheer volume.

Tuning 163

Tuning Efficiency Latency Strategy 163

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

SEPTEMBER 2, 2022

Organizations need to prepare for both expected and unexpected demand, not only for the services that their customers and users rely on today but for the services being developed for tomorrow,” he wrote in a blog on Black Friday traffic. The company did a postmortem on its monitoring strategy and realized it came up short.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Dynatrace

NOVEMBER 11, 2024

A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. However, due to the fact that they boil down selected indicators to single values and track error budget levels, they also offer a suitable way to monitor optimization processes while aligning on single values to meet overall goals.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

Scalegrid

FEBRUARY 24, 2025

Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. They can be mirrored and configured for either availability or consistency, providing different strategies for managing network partitions. Erlang is the backbone of RabbitMQ clustering.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

O'Reilly

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. Were also betting that this will be a time of software development flourishing. The way out?

Systems 69

Systems Development Tuning Monitoring 69

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

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

JULY 25, 2024

By implementing these strategies, organizations can minimize the impact of potential failures and ensure a smoother transition for users. Protect customers with software development lifecycle integrations Software testing is critical, yet issues can still make it into production that negatively impact the customer experience.

Strategy 276

Strategy Azure Monitoring DevOps 276

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

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. RabbitMQ follows a message broker model with advanced routing, while Kafkas event streaming architecture uses partitioned logs for distributed processing. What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

DZone

JULY 1, 2020

Quality assurance and software maintenance can be highly costly for the company; in many instances, companies are spending around 80% and even 90% (in some cases) of the software development budget on quality maintenance and keeping up with the standards.

Strategy 246

Strategy Software Software Processing 246

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

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

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. A truly modern AIOps solution also serves the entire software development lifecycle to address the volume, velocity, and complexity of multicloud environments.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

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. With an integrated DevSecOps approach, organizations can reduce security risk without derailing development timelines. Development. What is DevSecOps?

DevOps 306

DevOps Best Practices Open Source Tuning 306

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

DZone

FEBRUARY 20, 2023

If you are living in the same world as I am, you must have heard the latest coding buzzer termed “ microservices ”—a lifeline for developers and enterprise-scale businesses. Enough to make the business more scalable in a fly-by paralleling development, testing, and maintenance across various independent teams.

Architecture 259

Architecture Testing Strategy Scalability 259

Scalegrid

JANUARY 21, 2025

Selecting the right tool plays an important role in managing your strategy correctly while ensuring optimal performance across all clusters or singularly monitored redistributions. Setting Up RedisInsight Getting RedisInsight up and running is a simple process. Providing them with clear insights into their systems performance overall.

Strategy 130

Strategy Monitoring Latency DevOps 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? 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. Developing automation takes time.

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

DZone

MAY 19, 2022

Traditional approaches to enterprise IT – typically reliant on time-consuming, manual processes – have been overtaken in recent years by more agile, efficient, outcome-orientated models.

Strategy 182

Strategy DevOps Testing Efficiency 182

Dynatrace

JANUARY 11, 2023

Website monitoring examines a cloud-hosted website’s processes, traffic, availability, and resource use. Teams can keep track of storage resources and processes that are provisioned to virtual machines, services, databases, and applications. Cloud-server monitoring. Cloud storage monitoring. Best practices to consider.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

DZone

JULY 29, 2024

Additionally, we’ll delve into actionable strategies to improve GC throughput, unlocking its benefits for modern software development. During that pause period, no customer transactions will be processed. What Is Garbage Collection Throughput?

Java 235

Java Strategy Metrics Processing 235

DZone

OCTOBER 21, 2023

Any development process must include the deployment of new software versions or features. 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. Canary releases become important at this point.

Software 173

Software Software Strategy Best Practices 173

Dynatrace

APRIL 29, 2021

CI/CD is a series of interconnected processes that empower developers to build quality software through well-aligned and automated development, testing, delivery, and deployment. Together, these practices ensure better collaboration and greater efficiency for DevOps teams throughout the software development life cycle.

DevOps 299

DevOps Logistics Code Software 299

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. At Dynatrace, we’ve implemented a thorough and industry-proven approach to developing OneAgent ® that minimizes such risks.

Monitoring 279

Monitoring Open Source Testing Software 279

Dynatrace

JULY 22, 2024

If you work in software development, SRE, or DevOps, you’ve likely heard the terms observability, telemetry, and tracing. These concepts are crucial for understanding how applications behave in production environments, and they’re an essential part of modern software development practices. What is OpenTelemetry?

Latency 264

Latency Best Practices Metrics Open Source 264