Dynatrace

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner.

Best Practices 278

Best Practices Strategy Cloud AWS 278

Dynatrace

SEPTEMBER 9, 2022

Today, organizations must adopt solid modernization strategies to stay competitive in the market. According to a recent IDC report , IT organizations need to create a modernization and rationalization plan that aligns with their overall digital transformation strategy. Crafting an application modernization strategy.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

The Netflix TechBlog

JANUARY 25, 2023

Scalable Annotation Service — Marken by Varun Sekhri , Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. With the growing number of annotations and its usage across the studio applications, prioritizing scalability becomes essential.

Scalability 291

Scalability Latency Media Architecture 291

DZone

SEPTEMBER 28, 2023

But as many developers and architects can attest, scalability often comes with its own unique set of challenges. In this article, we'll delve deep into the world of performance optimization for scalable systems. A seemingly minute inefficiency, when multiplied a million times over, can cause systems to grind to a halt.

Strategy 162

Strategy Scalability Systems Performance 162

Dynatrace

JANUARY 17, 2024

An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance. They can do so by establishing a solid FinOps strategy. The post Why growing AI adoption requires an AI observability strategy appeared first on Dynatrace news. What is AI observability? Use containerization.

Strategy 288

Strategy Artificial Intelligence Storage Cloud 288

Dynatrace

DECEMBER 3, 2024

Dynatrace integrations with AWS services like AWS Application Migration Service and Migration Hub Strategy Recommendations enable a more resilient and secure approach to VMware migrations to the AWS cloud.

AWS 298

AWS Cloud Performance Innovation 298

Dynatrace

DECEMBER 15, 2022

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. Log ingestion strategy no. Fluentd is known for its flexibility and is also highly scalable, which makes it a good choice for high-volume environments.

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

MAY 17, 2022

The foundation of this flexibility is the Dynatrace Operator ¹ and its new Cloud Native Full Stack injection deployment strategy. The post Flexible, scalable, self-service Kubernetes native observability now in General Availability appeared first on Dynatrace blog. Migration instructions are available in Dynatrace Documentation.

Availability 348

Availability Scalability Cloud Metrics 348

DZone

JULY 10, 2023

Poorly optimized performance can lead to sluggish response times, scalability challenges, and even user dissatisfaction. By focusing on performance optimization, developers can enhance the speed, scalability, and overall efficiency of their applications.

Database 250

Database Strategy Performance Scalability 250

DZone

OCTOBER 2, 2024

This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment. In this section, we’ll walk through the factors to consider when selecting a shard key, common mistakes to avoid, and how to balance performance with even data distribution.

Database 279

Database Systems Scalability Traffic 279

DZone

MARCH 5, 2024

Building scalable systems using microservices architecture is a strategic approach to developing complex applications. Microservices allow teams to deploy and scale parts of their application independently, improving agility and reducing the complexity of updates and scaling.

Strategy 291

Strategy Scalability Architecture Systems 291

Dynatrace

DECEMBER 18, 2024

This pricing model is part of our plan to introduce new features that help customers align the right pricing strategies to their use cases. This pricing flexibility allows customers to optimize their log analysis expenses by paying only for what they use.

Analytics 246

Analytics Best Practices Efficiency Storage 246

The Netflix TechBlog

DECEMBER 17, 2024

The complexity of these operational demands underscored the urgent need for a scalable solution. Key benefits and strategies include: Real-Time Monitoring: Observability endpoints enable real-time monitoring of system performance and title placements, allowing us to detect and address issues as theyarise.

Traffic 172

Traffic Scalability Strategy Monitoring 172

DZone

JUNE 19, 2024

Retrieval strategies play a crucial role in improving performance and scalability, especially when response times are critical. In this article, we will explore two pagination strategies, offset and cursor-based pagination, that are suited to different scenarios and requirements.

Efficiency 327

Efficiency Strategy Scalability Technology 327

Dynatrace

JANUARY 21, 2025

Maintaining reliability and scalability requires a good grasp of resource management; predicting future demands helps prevent resource shortages, avoid over-provisioning, and maintain cost efficiency. The forecast is created instantly, even for large data sets, and updates dynamically whenever filter settings are changed.

Traffic 262

Traffic Metrics Analytics Monitoring 262

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. Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

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 180

Traffic Strategy Entertainment Innovation 180

DZone

SEPTEMBER 26, 2024

This article explores advanced strategies, the process of building data pipelines, and the pillars of a successful modern data strategy, with a focus on both real-time and batch data processing.

Strategy 147

Strategy Scalability Efficiency Technology 147

Dynatrace

MAY 8, 2023

This led to scalability issues, as teams were stuck managing dozens of custom integrations where a small issue could lead to a major problem. How an ecosystem strategy delivers open source benefits appeared first on Dynatrace news. The post What is an open ecosystem?

Open Source 246

Open Source Strategy Lambda Metrics 246

The Netflix TechBlog

MARCH 28, 2025

Key insights from this shiftinclude: A Data-Centric Approach : Shifting focus from model-centric strategies, which heavily rely on feature engineering, to a data-centric one. This strategy effectively leverages the vast scale of unlabeled user interaction data.

Tuning 165

Tuning Efficiency Latency Strategy 165

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. The post Panel Recap: How is your performance and reliability strategy aligned with your customer experience?

Strategy 245

Strategy Performance Logistics Monitoring 245

The Netflix TechBlog

NOVEMBER 12, 2024

In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Without an efficient data retention strategy, this approach may struggle to scale effectively. Additionally, we employ a bucketing strategy to prevent wide partitions.

Latency 251

Latency Cache Infrastructure Strategy 251

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Key Takeaways Multi-cloud involves using services from multiple cloud providers to gain flexibility and reduce vendor lock-in, while hybrid cloud combines private and public cloud resources to balance control and scalability.

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

DZone

OCTOBER 11, 2023

Cost optimization in serverless and containerized computing involves the implementation of various strategies and techniques aimed at reducing expenses and enhancing the efficiency of resource utilization within these computing models. In order to achieve cost optimization, organizations have the option of implementing various strategies.

Serverless 162

Serverless Strategy Efficiency Cloud 162

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. This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential.

Strategy 130

Strategy Cloud Infrastructure Artificial Intelligence 130

DZone

JULY 6, 2023

Azure Cosmos DB is a highly scalable and globally distributed NoSQL database service offered by Microsoft. To ensure optimal performance and scalability of applications running on Cosmos DB, it's crucial to employ effective performance optimization techniques. The same is the case with Cosmos DB as well.

Azure 264

Azure Performance Best Practices Strategy 264

DZone

NOVEMBER 17, 2023

I bet every single entrepreneur has scalability on the list as they plan their future app. So far as building software architectures is what I have been doing for a living for years and years, I’m here to suggest a thing or two to those who aren’t certain if they need app scaling at all and which strategy to follow, if any.

Strategy 147

Strategy Software Architecture Scalability Architecture 147

DZone

OCTOBER 9, 2024

scalability, reliability, faster development cycles, easier maintenance of individual services, etc., This article is an attempt to detail the pitfalls associated with the excessive creation of microservices (microservices proliferation), offering insights on their causes, implications, and potential strategies for mitigation.

Architecture 284

Architecture Strategy Scalability Software 284

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

Percona

NOVEMBER 12, 2024

Building a flexible cloud strategy means making decisions that align with operational efficiency, cost management, and scalability. Originally published on The New Stack. Public cloud platforms offer immense convenience but come with certain downsides.

Cloud 111

Cloud Strategy Scalability Efficiency 111

Scalegrid

FEBRUARY 6, 2025

This decoupling simplifies system architecture and supports scalability in distributed environments. Kafka stores and distributes data through a partitioned log system, which spans multiple brokers to provide fault tolerance and scalability. What is RabbitMQ? This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

DZone

DECEMBER 4, 2023

In this exploration, we will unravel the multifaceted impact of APIs on product strategies and delve into how astute product managers can leverage authentication to elevate user experiences. They empower products to tap into a vast array of functionalities, services, and data sources, fostering innovation and scalability.

Innovation 285

Innovation Programming Strategy Scalability 285

DZone

FEBRUARY 20, 2023

Enough to make the business more scalable in a fly-by paralleling development, testing, and maintenance across various independent teams. Considering how different this approach is from the conventional monolithic process, the testing strategies that apply are also different.

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. Or even having limitations when trying vertical/horizontal scalability while ensuring availability at all times. </p>

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

MARCH 29, 2024

In today’s rapidly evolving landscape, incorporating AI innovation into business strategies is vital, enabling organizations to optimize operations, enhance decision-making processes, and stay competitive. The annual Google Cloud Next conference explores the latest innovations for cloud technology and Google Cloud.

Google 290

Google Innovation Cloud Analytics 290

Dynatrace

OCTOBER 17, 2023

With the exponential rise of cloud technologies and their indisputable benefits such as lower total cost of ownership, accelerated release cycles, and massed scalability, it’s no wonder organizations clamor to migrate workloads to the cloud and realize these gains.

Energy 246

Energy Artificial Intelligence AWS Lambda 246

DZone

JULY 10, 2024

Effective API management is critical to ensuring that these interfaces are secure, scalable, and maintainable. This article explores the essential best practices for API management, providing insights into design principles, security measures, performance optimization, lifecycle management, documentation strategies, etc.

Best Practices 227

Best Practices Software Architecture Strategy Scalability 227