Dynatrace

DECEMBER 3, 2024

This integration simplifies the process of embedding Dynatrace full-stack observability directly into custom Amazon Machine Images (AMIs). VMware migration support for seamless transitions For enterprises transitioning VMware-based workloads to the cloud, the process can be complex and resource-intensive.

AWS 298

AWS Cloud Performance Innovation 298

Dynatrace

NOVEMBER 18, 2024

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. Through Azure Native Dynatrace Service, customers can seamlessly adopt these technologies to modernize and enhance their cloud operations.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

DZone

JUNE 22, 2023

The goal is to help developers, technical managers, and business owners understand the importance of API performance optimization and how they can improve the speed, scalability, and reliability of their APIs. API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 245

Scalability Design Best Practices Performance 245

Dynatrace

OCTOBER 29, 2024

Dynatrace transforms this unstructured data into a strategic advantage, processing it automatically—no manual tagging required. With over 2.5 quintillion bytes of data generated daily, managing this influx has far surpassed human capacity.

Innovation 288

Innovation Cloud Strategy AWS 288

DZone

JULY 13, 2023

In today's data-driven world, organizations need efficient and scalable data pipelines to process and analyze large volumes of data. Medallion Architecture provides a framework for organizing data processing workflows into different zones, enabling optimized batch and stream processing.

Azure 246

Azure Architecture Efficiency Processing 246

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 238

Processing Media Latency Innovation 238

DZone

AUGUST 16, 2023

Caching is the process of storing frequently accessed data or resources in a temporary storage location, such as memory or disk, to improve retrieval speed and reduce the need for repetitive processing.

Cache 246

Cache Scalability Performance Latency 246

DZone

JANUARY 20, 2023

Having a distributed and scalable graph database system is highly sought after in many enterprise scenarios. Do Not Be Misled Designing and implementing a scalable graph database system has never been a trivial task.

Scalability 210

Scalability Big Data Hardware Internet 210

Dynatrace

MAY 17, 2022

From here we jump directly into Dynatrace Distributed traces view, shown below, to understand code-level contributions to total processing time. The post Flexible, scalable, self-service Kubernetes native observability now in General Availability appeared first on Dynatrace blog.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

MAY 24, 2023

Some organizations need to weigh cost considerations due to technology and business scalability limitations whereas others need to adhere to company policies. The configuration process is straightforward. These numbers serve as limits for scalability, utilizing the power of the Kubernetes platform.

Scalability 246

Scalability Virtualization Monitoring Open Source 246

Dynatrace

JANUARY 21, 2025

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. Static Threshold: This approach defines a fixed threshold suitable for well-known processes or when specific threshold values are critical.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

NOVEMBER 29, 2024

Protect data in multi-tenant architectures To bring you the most value by unifying observability and security in one analytics and automation platform powered by AI, Dynatrace SaaS leverages a multitenancy architecture, enabling efficient and scalable data ingestion, querying, and processing on shared infrastructure.

Storage 246

Storage AWS Azure Architecture 246

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 RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

The Netflix TechBlog

DECEMBER 17, 2024

As Netflix expanded globally and the volume of title launches skyrocketed, the operational challenges of maintaining this manual process became undeniable. Metadata and assets must be correctly configured, data must flow seamlessly, microservices must process titles without error, and algorithms must function as intended.

Traffic 172

Traffic Scalability Strategy Monitoring 172

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

DZone

OCTOBER 2, 2024

This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment. Routing Requests to Shards: Finally, we’ll cover the methods for routing queries to the correct shard.

Database 279

Database Systems Scalability Traffic 279

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. Data is then dynamically routed into pipelines for further processing. Understanding the context.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

OCTOBER 31, 2024

Hence, having a dedicated dashboard tile visualizing the key parameters of each SLO simplifies the process of evaluating them. At the same time, dedicated configuration-as-code support in Monaco and Terraform will provide a scalable, automated solution. Set up your first SLOs and gain insights into relevant and important processes.

Metrics 277

Metrics Availability Monitoring Scalability 277

Dynatrace

APRIL 13, 2021

Over the last several months we’ve released numerous improvements that make the management of OneAgent lifecycles easier and more scalable in large environments. The post Lower total cost of ownership with improved OneAgent and ActiveGate update process appeared first on Dynatrace blog.

Processing 264

Processing Monitoring Performance Availability 264

Dynatrace

MARCH 5, 2025

The newly introduced step-by-step guidance streamlines the process, while quick data flow validation accelerates the onboarding experience even for power users. Step-by-step setup The log ingestion wizard guides you through the prerequisites and provides ready-to-use command examples to start the installation process. Figure 5.

Open Source 211

Open Source IoT Cloud Azure 211

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount. In some cases, force boot commands may be necessary to resolve shutdown issues.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

The Netflix TechBlog

JANUARY 6, 2025

This thoughtful approach doesnt just address immediate hurdles; it builds the resilience and scalability needed for the future. This process involves: Identifying Stakeholders: Determine who is impacted by the issue and whose input is crucial for a successful resolution. Lets explore how this mindset drivesresults.

Scalability 219

Scalability Cache Engineering Systems 219

DZone

OCTOBER 9, 2024

The Scheduler service enables this and is designed to address the performance and scalability improvements on Actor reminders and the Workflow API. However, the binding approach lacked in the areas of durability and scalability, and more importantly, could not be combined with other Dapr APIs. Prior to v1.14

Scalability 318

Scalability Design Database Processing 318

Dynatrace

OCTOBER 14, 2024

It also supports scalability, making it suitable for organizations of all sizes. If you’re an existing customer and want to upgrade to the attribute-based access control system, check out our new guide , which will walk you through the process. High flexibility , adapting to dynamic environments and diverse user needs.

Monitoring 246

Monitoring Metrics Systems Scalability 246

The Netflix TechBlog

MARCH 28, 2025

The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system.

Tuning 165

Tuning Efficiency Latency Strategy 165

The Netflix TechBlog

MARCH 31, 2025

A lack of automation and standardization often results in a labour-intensive process across post-production and VFX with a lot of dependencies that introduce potential human errors and security risks. Even when workflows are fully digital, the distribution of media between multiple departments and vendors can still be challenging.

Media 203

Media Logistics Innovation Cloud 203

DZone

FEBRUARY 28, 2025

Grafana Loki is a horizontally scalable, highly available log aggregation system. Logs can also be transformed appropriately for presentation, for example, or further pipeline processing. It is designed for simplicity and cost-efficiency. Loki can provide a comprehensive log journey.

Architecture 130

Architecture Scalability Efficiency Cloud 130

DZone

SEPTEMBER 21, 2020

Optimizing string comparisons in Go can improve your application’s response time and help scalability. Comparing two strings to see if they’re equal takes processing power, but not all comparisons are the same. Want your Go programs to run faster? We’re going to expand on that here.

Benchmarking 354

Benchmarking Programming Scalability Processing 354

DZone

AUGUST 14, 2024

When building ETL data pipelines using Azure Data Factory (ADF) to process huge amounts of data from different sources, you may often run into performance and design-related challenges. This article will serve as a guide in building high-performance ETL pipelines that are both efficient and scalable.

Azure 306

Azure Cloud Scalability Efficiency 306

The Netflix TechBlog

NOVEMBER 12, 2024

Introducing sufficient jitter to the flush process can further reduce contention. By creating multiple topic partitions and hashing the counter key to a specific partition, we ensure that the same set of counters are processed by the same set of consumers. This process can also be used to track the provenance of increments.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

OCTOBER 7, 2021

Scalability. Finally, there’s scalability. Using a low-code visual workflow approach, organizations can orchestrate key services, automate critical processes, and create new serverless applications. Improving data processing. Boosting batch processing. AWS offers four serverless offerings for storage.

Serverless 325

Serverless AWS Lambda Storage 325

DZone

OCTOBER 8, 2024

Snowflake is a powerful cloud-based data warehousing platform known for its scalability and flexibility. To fully leverage its capabilities and improve efficient data processing, it's crucial to optimize query performance.

Best Practices 282

Best Practices Performance Architecture Scalability 282

Scalegrid

FEBRUARY 27, 2025

Heres what stands out: Key Takeaways Better Performance: Faster write operations and improved vacuum processes help handle high-concurrency workloads more smoothly. Improved Vacuuming: A redesigned memory structure lowers resource use and speeds up the vacuum process.

Speed 130

Speed Database Storage Efficiency 130

DZone

FEBRUARY 23, 2023

Introduction With big data streaming platform and event ingestion service Azure Event Hubs , millions of events can be received and processed in a single second. Event Hubs is a simple, dependable, and scalable real-time data intake solution. Effortlessly integrate with other Azure services to gain insightful information.

Azure 306

Azure Big Data Storage Analytics 306

DZone

SEPTEMBER 19, 2021

We are well aware of what is meant by system scalability. System scalability is about maintaining the SLA of the system as the user base continues to grow and as the user activity continues to rise. However, to build highly successful products, this is not the only type of scalability that we should worry about. Introduction.

Scalability 241

Scalability Software Engineering Engineering Systems 241

High Scalability

JANUARY 11, 2022

There are two major processes which gets executed when a user posts a photo on Instagram. Firstly, the synchronous process which is responsible for uploading image content on file storage, persisting the media metadata in graph data-storage, returning the confirmation message to the user and triggering the process to update the user activity.

Design 334

Design Media Storage Logistics 334

DZone

FEBRUARY 6, 2024

Platform engineering is the creation and management of foundational infrastructure and automated processes, incorporating principles like abstraction, automation, and self-service, to empower development teams, optimize resource utilization, ensure security, and foster collaboration for efficient and scalable software development.

Engineering 289

Engineering Scalability Infrastructure Efficiency 289