DZone

FEBRUARY 5, 2025

It's to overcome this challenge that front-end performance has become the norm or optimization among developers. It entails optimizing relative to the performance standards of the user interface elements of a site.

Performance 165

Performance Website Efficiency Processing 165

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 263

Efficiency Best Practices Monitoring Cloud 263

DZone

MARCH 6, 2025

As organizations scale their data operations in the cloud, optimizing Snowflake performance on AWS becomes crucial for maintaining efficiency and controlling costs. This comprehensive guide explores advanced techniques and best practices for maximizing Snowflake performance, backed by practical examples and implementation strategies.

AWS 165

AWS Performance Best Practices Architecture 165

DZone

JUNE 19, 2024

Managing large datasets efficiently is essential in software development. Retrieval strategies play a crucial role in improving performance and scalability, especially when response times are critical. It is essential for optimizing performance and resource management.

Efficiency 327

Efficiency Strategy Scalability Technology 327

DZone

FEBRUARY 5, 2025

After optimizing containerized applications processing petabytes of data in fintech environments, I've learned that Docker performance isn't just about speed it's about reliability, resource efficiency, and cost optimization. Let's dive into strategies that actually work in production.

Strategy 147

Strategy FinTech Performance Speed 147

Dynatrace

OCTOBER 28, 2024

Optimized performance and enhanced customer experiences. As a SaaS vendor, Dynatrace carefully manages its deployments across different regions, assuring the efficient and optimal use of infrastructure to serve and support Dynatrace platform customers. The result?

Azure 278

Azure Latency Infrastructure Cloud 278

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 264

Efficiency Virtualization Hardware Performance 264

DZone

FEBRUARY 29, 2024

In the world of cloud computing and event-driven applications, efficiency and flexibility are absolute necessities. A smooth flow of messages in an event-driven application is the key to its performance and efficiency. A critical component of such an application is message distribution.

Efficiency 264

Efficiency AWS Scalability Architecture 264

Dynatrace

FEBRUARY 27, 2025

OpenTelemetry is enhancing GenAI observability : By defining semantic conventions for GenAI and implementing Python-based instrumentation for OpenAI, OpenTel is moving towards addressing GenAI monitoring and performance tuning needs. Second, it enables efficient and effective correlation and comparison of data between various sources.

Tuning 310

Tuning Open Source Innovation Monitoring 310

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

Dynatrace

DECEMBER 2, 2024

Part of the problem is technologies like cloud computing, microservices, and containerization have added layers of complexity into the mix, making it significantly more challenging to monitor and secure applications efficiently. At the same time, the number of individual observability and security tools has grown.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

DZone

JANUARY 22, 2025

By the end, youll have a clearer understanding of how to keep your project efficient and secure. As a result, it can slow down your daily workflow, making it ineffective and introducing security vulnerabilities. In this piece, well examine practical methods for auditing and refining your npm packages.

Performance 147

Performance Efficiency Development 147

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

APRIL 10, 2025

Teams also struggle with ensuring optimal resource allocation and scheduling across different OS nodes, affecting the overall efficiency of the cluster. To maintain system health and resolve issues quickly, teams must have reliable monitoring and performance insights across both Linux and Windows nodes within a single Kubernetes cluster.

Performance 147

Performance Java Operating System Infrastructure 147

ACM Sigarch

APRIL 2, 2025

Ten years ago, the highest-performance CPUs could decode only up to four instructions simultaneously and execute up to eight instructions. In addition, for GPUs where out-of-order execution has not been practical, introducing a distance-based instruction set will make performance gains from out-of-order execution more realistic.

Efficiency 75

Efficiency Hardware Architecture Design 75

DZone

OCTOBER 30, 2024

Hardware and software are evolving in parallel, and combining the best of modern software development with the latest Arm hardware can yield impressive performance, cost, and efficiency results.

Java 274

Java Hardware Architecture Efficiency 274

Dynatrace

NOVEMBER 18, 2024

Adopting AI to enhance efficiency and boost productivity is critical in a time of exploding data, cloud complexities, and disparate technologies. The Dynatrace and Microsoft partnership provides innovative solutions that enhance customer experience, improve efficiency, and generate considerable savings.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

Dynatrace

APRIL 10, 2025

As an executive, I am always seeking simplicity and efficiency to make sure the architecture of the business is as streamlined as possible. Here are five strategies executives can pursue to reduce tool sprawl, lower costs, and increase operational efficiency. No delays and overhead of reindexing and rehydration.

Strategy 262

Strategy Storage Network Architecture 262

DZone

NOVEMBER 18, 2023

This is an article from DZone's 2023 Observability and Application Performance Trend Report. For more: Read the Report In today's digital landscape, the growing importance of monitoring and managing application performance cannot be overstated.

Performance 288

Performance Efficiency Monitoring Systems 288

DZone

OCTOBER 30, 2024

Log-Structured Merge Trees (LSM trees) are a powerful data structure widely used in modern databases to efficiently handle write-heavy workloads. They offer significant performance benefits through batching writes and optimizing reads with sorted data structures.

Strategy 244

Strategy Storage Efficiency Database 244

Dynatrace

APRIL 5, 2024

For a more proactive approach and to gain further visibility, other SLOs focusing on performance can be implemented. Following the previous metric (above) used for the SLO, the threshold employed is an average of 100 ms for the Key Performance Indicator (KPI) of DOM Interactive. Use the default transformation.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

DZone

DECEMBER 15, 2023

The major challenges occur during: Code Merge Creating Code Reviews Performing Code Reviews Tracking Deployment and Debugging Issues Due to Code Changes Irrespective of the nature of software architecture i.e. micro-service or monolith, these challenges can impact developers day to day productivity.

Code 289

Code Efficiency Software Architecture Architecture 289

Dynatrace

NOVEMBER 18, 2024

For this reason, end-to-end observability that offers a holistic understanding of problems and their impact on application performance is rising in prevalence across organizations of all sizes and industries. Modernizing your technology stack will improve efficiency and save the organization money over time.

Strategy 243

Strategy Innovation Cloud Efficiency 243

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. What’s behind it all?

Innovation 288

Innovation Cloud Strategy AWS 288

Dynatrace

JANUARY 21, 2025

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. Using a seasonal baseline, you can monitor sales performance based on the past fourteen days. In application performance management, acting with foresight is paramount.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

OCTOBER 10, 2024

It reports batch sizes and HTTP/RPC measurements of its own pipelines as histograms, providing valuable metrics for performance monitoring. By exporting metrics from different sources into a single platform, teams can achieve a holistic view of their system’s performance, facilitating proactive issue resolution and faster decision-making.

Metrics 240

Metrics Monitoring Efficiency Availability 240

DZone

MARCH 11, 2024

Performance tuning in Snowflake is optimizing the configuration and SQL queries to improve the efficiency and speed of data operations. Performance tuning is crucial in Snowflake for several reasons:

Tuning 301

Tuning Performance Speed Efficiency 301

Dynatrace

DECEMBER 12, 2024

In dynamic and distributed cloud environments, the process of identifying incidents and understanding the material impact is beyond human ability to manage efficiently. million to $5 million annually in increased developer efficiency with our vulnerability and exposure offering alone.

Analytics 289

Analytics Government Efficiency Innovation 289

The Netflix TechBlog

MARCH 28, 2025

In NLP, the trend is moving away from numerous small, specialized models towards a single, large language model that can perform a variety of tasks either directly or with minimal fine-tuning. At inference time, when multi-step decoding is needed, we can deploy KV caching to efficiently reuse past computations and maintain lowlatency.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

APRIL 15, 2024

Government agencies aim to meet their citizens’ needs as efficiently and effectively as possible to ensure maximum impact from every tax dollar invested. In a monitoring scenario, teams typically preconfigure dashboards to alert about performance issues they may expect to see later. Observability differs from monitoring.

Infrastructure 246

Infrastructure Efficiency Government Transportation 246

Dynatrace

FEBRUARY 4, 2025

In this blog post, we will see how Dynatrace harnesses the power of observability and analytics to tailor a new experience to easily extend to the left, allowing developers to solve issues faster, build more efficient software, and ultimately improve developer experience!

Development 235

Development Analytics Code Architecture 235

The Netflix TechBlog

DECEMBER 17, 2024

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. DJ then can perform the joins to bring in any requested dimensions from `users_dimension_table`. dashboarding, analysis, research, etc.).

Analytics 212

Analytics Engineering Entertainment Metrics 212

DZone

JANUARY 2, 2025

We want developers to be able to work efficiently while taking ownership of their databases. Do Not Wait With Checks Teams aim to maintain continuous database reliability, focusing on ensuring their designs perform well in production, scale effectively, and allow for safe code deployments. Lets explore how.

Database 223

Database Speed Efficiency Monitoring 223

DZone

JULY 10, 2023

In today's fast-paced digital landscape, performance optimization plays a pivotal role in ensuring the success of applications that rely on the integration of APIs and databases. Efficient and responsive API and database integration is vital for achieving high-performing applications.

Database 250

Database Strategy Performance Scalability 250

The Netflix TechBlog

NOVEMBER 12, 2024

This counting service, built on top of the TimeSeries Abstraction, enables distributed counting at scale while maintaining similar low latency performance. Implementing idempotency would likely require using an external system for such keys, which can further degrade performance or cause race conditions.

Latency 251

Latency Cache Infrastructure Strategy 251

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

OCTOBER 23, 2024

When I founded Dynatrace, I aimed to bridge the gap between IT performance and user experience. Using causal AI, we identified and resolved performance issues automatically. With these insights, you can act on improving the reliability, performance, and user experience of your entire customer journey.

Analytics 286

Analytics Logistics IoT Mobile 286