Dynatrace

OCTOBER 23, 2023

This leads to a more efficient and streamlined experience for users. Secondly, determining the correct allocation of resources (CPU, memory, storage) to each virtual machine to ensure optimal performance without over-provisioning can be difficult. Challenges with running Hyper-V Working with Hyper-V can come with several challenges.

Efficiency 227

Efficiency Virtualization Hardware Performance 227

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 240

Processing Media Latency Innovation 240

The Netflix TechBlog

AUGUST 1, 2022

A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users.

Processing 273

Processing Transportation Entertainment Tuning 273

DZone

SEPTEMBER 9, 2024

Efficient data processing is crucial for businesses and organizations that rely on big data analytics to make informed decisions. One key factor that significantly affects the performance of data processing is the storage format of the data.

Big Data 278

Big Data Storage Analytics Benchmarking 278

Dynatrace

FEBRUARY 9, 2024

One of the more popular use cases is monitoring business processes, the structured steps that produce a product or service designed to fulfill organizational objectives. By treating processes as assets with measurable key performance indicators (KPIs), business process monitoring helps IT and business teams align toward shared business goals.

Processing 202

Processing Monitoring Analytics Games 202

DZone

OCTOBER 8, 2024

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

Best Practices 282

Best Practices Performance Architecture Scalability 282

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 221

Processing Big Data Efficiency Engineering 221

DZone

OCTOBER 6, 2021

When testing the performance of a native Android or iOS app, choosing the right set of devices is critical for maximizing your chances of success. In order to ship new updates of your app with confidence, you should efficiently analyze app performance during development to identify issues before they reach the end-users.

Testing 278

Testing Performance Mobile Hardware 278

DZone

MAY 1, 2023

CPU isolation and efficient system management are critical for any application which requires low-latency and high-performance computing. To achieve this level of performance, such systems require dedicated CPU cores that are free from interruptions by other processes, together with wider system tuning.

Tuning 253

Tuning Systems Latency Performance 253

DZone

APRIL 13, 2023

Built using Rust, it offers a high degree of flexibility, loose coupling, and exceptional performance. This self-hosted graph routing solution is highly configurable, making it an ideal choice for developers who require a high-performance routing system.

Monitoring 245

Monitoring Performance Traffic Efficiency 245

DZone

JUNE 22, 2023

The post will provide a comprehensive guide to understanding the key principles and best practices for optimizing the performance of APIs. What Is API Performance Optimization? API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 245

Scalability Design Best Practices Performance 245

DZone

JULY 21, 2022

This software makes the different tasks easier and allows for increased efficiency and performance. Development of any software is a tedious and long process, and it undergoes a series of quality and performance tests before its release and use.

Software 246

Software Software Development Metrics 246

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

AUGUST 20, 2023

Application performance is critical for delivering a fast and responsive user experience. Slow performance, or high latency, can lead to frustrated users and lost revenue for the organization. App performance also impacts overall efficiency. All of these factors can reduce a company’s ability to compete in the market.

Performance 225

Performance Latency Efficiency Processing 225

Dynatrace

JANUARY 23, 2024

With our annual user conference, Dynatrace Perform 2024 rapidly approaching on January 29 through February 1, 2024, our teams, partners, and customers are buzzing with excitement and anticipation. Read on to learn what you can look forward to hearing about from each of our cloud partners at Perform. What can we move?

Cloud 224

Cloud Artificial Intelligence Performance AWS 224

The Netflix TechBlog

FEBRUARY 26, 2024

By Jose Fernandez Today, we are thrilled to announce the release of bpftop , a command-line tool designed to streamline the performance optimization and monitoring of eBPF applications. Striking a balance between eBPF’s benefits and system load is crucial, ensuring it enhances rather than hinders our operational efficiency.

Performance 183

Performance Benchmarking Programming Open Source 183

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. These are the goals of AI observability and data observability, a key theme at Dynatrace Perform 2024 , the observability provider’s annual conference, which takes place in Las Vegas from January 29 to February 1, 2024.

Performance 198

Performance DevOps Innovation Artificial Intelligence 198

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. Addressing security requirements.

Analytics 203

Analytics Processing Transportation Storage 203

Dynatrace

OCTOBER 17, 2023

AI can help automate tasks, improve efficiency, and identify potential problems before they occur. In the recently published Gartner® “ Critic al Capabilities for Application Performance Monitoring and Observability,” Dynatrace scored highest for the IT Operations Use Case (4.15/5) 5) in the Gartner report. 5) in the Gartner report.

Monitoring 239

Monitoring Artificial Intelligence Performance Analytics 239

Dynatrace

FEBRUARY 28, 2024

Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications. It’s helping us build applications more efficiently and faster and get them in front of veterans.” This is a continuous process,” Fuqua said.

Monitoring 195

Monitoring Artificial Intelligence Performance Healthcare 195

Dynatrace

SEPTEMBER 27, 2024

As batch jobs run without user interactions, failure or delays in processing them can result in disruptions to critical operations, missed deadlines, and an accumulation of unprocessed tasks, significantly impacting overall system efficiency and business outcomes. Individual batch job status with processing times and status Figure 4.

Monitoring 197

Monitoring Performance IoT Analytics 197

DZone

FEBRUARY 12, 2024

Poorly optimized queries can lead to slow response times and increased load on the database server, negatively impacting user experience and system performance. This article explores strategies to optimize complex MySQL queries for efficient data retrieval from large datasets, ensuring quick and reliable access to information.

Performance 173

Performance Database Strategy Efficiency 173

DZone

JANUARY 6, 2024

In the realm of Java development, optimizing the performance of applications remains an ongoing pursuit. Profile-Guided Optimization (PGO) stands as a potent technique capable of substantially enhancing the efficiency of your Java programs. To grasp the essence of PGO, let's dive into its key components and concepts:

Java 189

Java Performance Tuning Programming 189

Dynatrace

OCTOBER 28, 2024

Dynatrace on Microsoft Azure allows enterprises to streamline deployment, gain critical insights, and automate manual processes. Optimized performance and enhanced customer experiences. The result? This local SaaS presence minimizes latency and maximizes the speed and reliability of data access.

Azure 248

Azure Latency Infrastructure Cloud 248

Dynatrace

MARCH 20, 2024

Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Infrastructure health The underlying infrastructure’s health directly impacts application availability and performance.

Open Source 279

Open Source Hardware DevOps Infrastructure 279

The Netflix TechBlog

SEPTEMBER 10, 2024

By Jose Fernandez , Sebastien Dabdoub , Jason Koch , Artem Tkachuk The Compute and Performance Engineering teams at Netflix regularly investigate performance issues in our multi-tenant environment. One issue that often complicates this process is the "noisy neighbor" problem.

Latency 251

Latency Metrics Programming Monitoring 251

Dynatrace

NOVEMBER 9, 2023

Service-level objectives play a vital role in ensuring that all stakeholders have visibility into the resources being used and the performance of the applications. However, they can also be used to monitor optimization processes effectively. Efficient coordination among resource usage, requests, and allocation is critical.

Efficiency 287

Efficiency Monitoring Best Practices Open Source 287

DZone

OCTOBER 2, 2024

We’ll start by defining what sharding is and why it’s essential for modern, high-performance databases. 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. Here’s what you can expect to learn: What is Sharding?:

Database 279

Database Systems Scalability Traffic 279

Dynatrace

NOVEMBER 25, 2024

As more organizations move their operations to the cloud, it is crucial for teams to have visibility and control over their applications and infrastructure to ensure smooth and efficient operations. Intelligent observability provides real-time insights into cloud operations , identifying issues before they impact performance.

AWS 208

AWS Cloud Innovation Infrastructure 208

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 259

AWS Efficiency Azure Cloud 259

Dynatrace

FEBRUARY 1, 2024

The adoption process takes time and consideration. The complexity and numerous moving parts of Kubernetes multicloud clusters mean that when monitoring the health of these clusters—which is critical for ensuring reliable and efficient operation of the application—platform engineers often find themselves without an easy and efficient solution.

Engineering 276

Engineering Efficiency Azure Monitoring 276

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. However, you can also use Fluent Bit as a processor because you can perform various actions on the data. Ask yourself, how much data should Fluent Bit process? What’s new in Fluent Bit 3.0

Best Practices 255

Best Practices IoT Metrics Storage 255

Dynatrace

NOVEMBER 11, 2024

A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. Service-level objectives (SLOs) can play a vital role in ensuring that all stakeholders have visibility into the resources being used and the performance of their applications.

Efficiency 207

Efficiency Best Practices Monitoring Cloud 207

DZone

MARCH 13, 2024

As software engineers, we are always striving for high performance and efficiency in our code. Whether it’s optimizing algorithms or fine-tuning data structures, every decision we make can have a significant impact on the overall performance of our applications.

Benchmarking 147

Benchmarking Tuning Performance Open Source 147

Dynatrace

OCTOBER 1, 2021

The goal of observability is to understand what’s happening across all these environments and among the technologies, so you can detect and resolve issues to keep your systems efficient and reliable and your customers happy. Observability enables you to understand what is slow or broken and what needs to be done to improve performance.

Metrics 363

Metrics Open Source Monitoring Cloud 363