Dynatrace

APRIL 3, 2023

From development tools to collaboration, alerting, and monitoring tools, Dimitris explains how he manages to create a successful—and cost-efficient—environment. Tune in to the full episode to learn more about the UK Home Office’s cloud journey and how Dimitris navigates this large-scale environment to deliver essential services efficiently.

Efficiency 246

Efficiency Social Media Artificial Intelligence Cloud 246

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Architecture 290

Architecture Efficiency Energy Monitoring 290

Dynatrace

JULY 18, 2023

He also shares how it can increase efficiency for development teams. Tune in to the full episode for more insights from Edenzon. During the discussion, Edenzon highlights how automated governance can positively impact an organization’s compliance with and enforcement of industry, government, and corporate policies.

Government 246

Government Efficiency Social Media Media 246

The Netflix TechBlog

FEBRUARY 14, 2025

This dual-path approach leverages Kafkas capability for low-latency streaming and Icebergs efficient management of large-scale, immutable datasets, ensuring both real-time responsiveness and comprehensive historical data availability. This integration will not only optimize performance but also ensure more efficient resource utilization.

Tuning 166

Tuning Latency Efficiency Storage 166

Dynatrace

OCTOBER 25, 2022

This is done without the need to create custom dashboards and is complemented by efficient analysis capabilities that automatically guide SREs to potential root causes of anomalies, enabling more efficient work and freeing up time for essential workflows.

Efficiency 264

Efficiency Best Practices DevOps Open Source 264

Dynatrace

JANUARY 26, 2021

This allows teams to sidestep much of the cost and time associated with managing hardware, platforms, and operating systems on-premises, while also gaining the flexibility to scale rapidly and efficiently. In a serverless architecture, applications are distributed to meet demand and scale requirements efficiently.

Serverless 246

Serverless Efficiency Lambda AWS 246

DZone

NOVEMBER 27, 2023

Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. In this article, we will show you how to tune Trino by helping you identify performance bottlenecks and provide tuning tips that you can practice.

Tuning 162

Tuning Speed Performance Open Source 162

DZone

NOVEMBER 4, 2024

Efficiently searching and analyzing customer data — such as identifying user preferences for movie recommendations or sentiment analysis — plays a crucial role in driving informed decision-making and enhancing user experiences.

Retail 130

Retail Performance Best Practices Tuning 130

Scalegrid

FEBRUARY 6, 2025

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

OCTOBER 29, 2024

This end-to-end tracing solution empowers you to swiftly and efficiently identify the root causes of issues. So, stay tuned for more enhancements and features. Enjoy unprecedented freedom in data exploration, ask questions, and receive tailored answers that precisely meet your needs. You can even walk through the same example above.

Metrics 246

Metrics Tuning Monitoring Availability 246

DZone

SEPTEMBER 13, 2023

Machine learning models often require tuning of hyperparameters to achieve their best performance. Hyperparameter tuning can be a daunting and time-consuming task, as it involves experimenting with different parameter combinations to find the optimal settings. What Is BOHB? BOHB stands for Bayesian Optimization and Hyperband.

Tuning 147

Tuning Efficiency Performance 147

DZone

FEBRUARY 22, 2024

Writing efficient queries is crucial to maintaining the performance of these applications and ensuring that we don't run into Salesforce limits. There are certain optimization techniques you need to follow to make your query efficient. This article will shed light on those techniques.

Tuning 173

Tuning Efficiency Performance Development 173

The Netflix TechBlog

MARCH 4, 2025

The Insight TriadAPI To efficiently understand the health of a title and triage issues quickly, all implementations of the observability endpoint must answer: is the title eligible for this phase of promotion, if notwhy is it not eligible, and what can be done to fix any problems. The request schema for the observability endpoint.

Traffic 172

Traffic Strategy Entertainment Innovation 172

The Netflix TechBlog

DECEMBER 17, 2024

This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. Stay tuned for a closer look at the innovation behind thescenes! The stakes are even higher when ensuring every title launches flawlessly.

Traffic 172

Traffic Scalability Strategy Monitoring 172

The Netflix TechBlog

NOVEMBER 12, 2024

Without an efficient data retention strategy, this approach may struggle to scale effectively. Rollup Pipeline: Each Counter-Rollup server operates a rollup pipeline to efficiently aggregate counts across millions of counters. In the following sections, we will share key details on how efficient aggregations are achieved.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

MAY 2, 2024

Rising consumer expectations for transparency and control over their data, combined with increasing data volumes, contribute to the importance of swift and efficient management of privacy rights requests. How can this services administrator meet this request in a quick, compliant, and efficient way?

Tuning 278

Tuning Scalability Efficiency Processing 278

Dynatrace

FEBRUARY 6, 2025

Monitoring average memory usage per host helps optimize performance and manage resources efficiently. Stay tuned for Part 2 of this series, where we’ll explore how to harness AI to elevate your dashboard to the next level. We want to determine the average memory usage for each host and condense the results into a single value.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Scalegrid

FEBRUARY 24, 2025

This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. This leadership ensures that messages are managed efficiently, providing the fastest fail-over among replicated queue types.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

JANUARY 14, 2022

Tuning thousands of parameters has become an impossible task to achieve via a manual and time-consuming approach. The optimization goal was to improve the application efficiency, that is to improve the ratio between service throughput and cloud costs while not increasing the application latency (e.g. The Akamas approach.

Latency 246

Latency Tuning Efficiency AWS 246

Dynatrace

FEBRUARY 25, 2025

It also facilitates access to data in the view through OGNL expressions, enabling developers to retrieve stored data efficiently. Stay tuned as we dive into the details of upcoming vulnerabilities. Unlike a standard stack, it acts as an intermediary for the objects it contains.

Servers 214

Servers Processing Java Tuning 214

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. From the Kafka Streams community, one of the configurations mostly tuned in production is adding standby replicas. Recovery time of the latency p90. However, we noticed that GPT 3.5

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

JULY 6, 2022

Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. IT automation tools can achieve enterprise-wide efficiency. Read eBook now!

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

The Netflix TechBlog

MARCH 4, 2024

Operational automation–including but not limited to, auto diagnosis, auto remediation, auto configuration, auto tuning, auto scaling, auto debugging, and auto testing–is key to the success of modern data platforms. the retry success probability) and compute cost efficiency (i.e., Multi-objective optimizations.

Tuning 217

Tuning Efficiency Big Data Engineering 217

DZone

AUGUST 16, 2019

Application scalability is the potential of an application to grow in time, being able to efficiently handle more and more requests per minute (RPM). In this article, we explain why you should pay attention to when building a scalable application. What Is Application Scalability?

Scalability 145

Scalability Efficiency Hardware Software 145

The Netflix TechBlog

SEPTEMBER 18, 2024

Our goal was to build a versatile and efficient data storage solution that could handle a wide variety of use cases, ranging from the simplest hashmaps to more complex data structures, all while ensuring high availability, tunable consistency, and low latency. Cassandra), ensuring fast and efficient access.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

JANUARY 26, 2021

Operations refers to the processes of managing software functionality throughout its delivery and use life cycle, including monitoring system performance, repairing defects, testing after updates and changes, and tuning the software release system. Application security has historically been addressed after development is completed.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

APRIL 16, 2024

Developers, project managers, and even business stakeholders are now more involved in maintaining and enhancing the quality of the software, creating a sense of shared ownership and facilitating better organizational efficiency. Why the sudden change in tune? Well, it’s simple.

Development 264

Development Software Software Tuning 264

The Netflix TechBlog

JUNE 7, 2021

Summary Providing network insight into the cloud network infrastructure using eBPF flow logs at scale is made possible with eBPF and a highly scalable and efficient flow collection pipeline. After several iterations of the architecture and some tuning, the solution has proven to be able to scale.

Network 327

Network Transportation AWS Cloud 327

The Netflix TechBlog

JUNE 30, 2020

In an effort to effectively and efficiently produce this content we are looking to improve and automate many areas of the production process. Production: Enable content creation from script to screen that optimizes the production process for efficiency and transparency.

Engineering 242

Engineering Entertainment Logistics Innovation 242

The Netflix TechBlog

OCTOBER 8, 2024

Building on these foundational abstractions, we developed the TimeSeries Abstraction  — a versatile and scalable solution designed to efficiently store and query large volumes of temporal event data with low millisecond latencies, all in a cost-effective manner across various use cases. Let’s dive into the various aspects of this abstraction.

Latency 239

Latency Storage Traffic Tuning 239

Dynatrace

MARCH 11, 2021

I wanted to understand how I could tune Dynatrace’s problem detection, but to do that I needed to understand the situation first. This is required for understanding how I intend to improve the efficiency of (manual) alert ticket handling. With R (or RStudio) you can efficiently perform analysis on large data sets. Stay tuned!

Tuning 264

Tuning Architecture Monitoring Big Data 264

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Software Engineering Efficiency 246

The Netflix TechBlog

MARCH 5, 2024

Operational simplicity Service owners often reach out to us with questions about excessive pause times and for help with tuning. We have several frameworks that periodically refresh large amounts of on-heap data to avoid external service calls for efficiency. No explicit tuning has been required to achieve these results.

Latency 237

Latency Java Tuning Efficiency 237

Dynatrace

AUGUST 1, 2022

Dynatrace’s PVCs extension enables you to make efficient use of your resources. Dynatrace helps you keep your business up and running by ensuring a healthy, efficient state of your PVCs and persistent volume providers. Stay tuned. What about my persistent volume provider? Coming Soon.

Storage 246

Storage Database Network Metrics 246

DZone

MARCH 7, 2023

In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization. In this article, we will discuss some tips and techniques for tuning PySpark applications. This can significantly reduce network overhead and improve performance.

Big Data 173

Big Data Code Tuning Open Source 173

Dynatrace

OCTOBER 23, 2023

Communicating security insights efficiently across teams in your organization isn’t easy Security management is a complex and challenging task; effectively communicating security insights is even more so. Sample dashboard Next, you want to prepare an efficient plan for remediation.

Efficiency 264

Efficiency Best Practices Tuning Internet 264

Dynatrace

SEPTEMBER 28, 2020

Getting the problem status of all environments has to be efficient. Websockets allows efficient data push via multicast to browsers and D3.js Stay tuned for my next part of this series where I will cover another visualization and how it helped me optimize the Dynatrace Anomaly Detection settings and our operations processes!

Storage 276

Storage Architecture Tuning Efficiency 276