DZone

FEBRUARY 14, 2025

Efficient database operations in middleware can dramatically improve overall system performance, reduce latency, and enhance user experience. This blog post explores various techniques to optimize database performance , specifically in the context of middleware applications.

Database 222

Database Performance Software Architecture Latency 222

DZone

MAY 20, 2025

However, cluster sizing is one crucial factor in determining the performance and cost efficiency of your Kubernetes deployment. Kubernetes has become the de facto solution for container orchestration when deploying applications in the cloud. It enables developers to scale applications easily and provides reliable management.

Efficiency 130

Efficiency Cloud Performance Development 130

Dynatrace

JULY 2, 2025

Even though the intrinsic implementation already reduces the runtime by almost an order of magnitude compared to the default implementation, it is less performant than our SIMD-based Java implementation using the Vector API. In the following, we describe in detail how we achieved these performance gains with pure Java code only.

Java 157

Java Efficiency Benchmarking Code 157

DZone

JUNE 5, 2025

Optimizing a Snowflake data warehouse (DWH) is crucial for ensuring high performance, cost-efficiency, and long-term effectiveness in data processing and analytics.

Efficiency 113

Efficiency Scalability Performance Speed 113

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

Dynatrace

APRIL 2, 2025

However, you can simplify the process by automating guardians in the Site Reliability Guardian (SRG) to trigger whenever there are AWS tag changes, helping teams improve compliance and effectively manage system performance. Step 6: Validate and monitor the setup Perform end-to-end validation by changing an EC2 tag again.

AWS 144

AWS Efficiency Architecture DevOps 144

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

Scalegrid

MAY 22, 2025

Database performance issues, such as slow queries and high CPU usage, can severely impact your applications. Implementing appropriate indexes is a critical strategy for optimizing database performance, as it helps identify frequently used columns in search conditions and enhances query efficiency.

Database 130

Database Performance Hardware Traffic 130

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

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 263

AWS Cloud Innovation Infrastructure 263

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

JUNE 16, 2025

Organizations can no longer rely on manually monitoring the performance and availability of their applications and infrastructure. The challenges leaders face Many business leaders understand the importance of digital transformation but lack the full visibility needed to connect IT performance with business outcomes.

Logistics 222

Logistics DevOps Cloud Efficiency 222

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

DZone

MAY 2, 2025

Information technology continues to transform at an accelerated pace because modern businesses seek faster, high-performance applications. JavaScript-based development solutions from the past tend to fall behind when performing complex computations, which produce performance issues along with ineffective execution.

Performance 130

Performance Speed Technology Technology 130

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

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

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

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 296

Strategy Storage Network Architecture 296

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

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 229

Analytics Engineering Entertainment Metrics 229

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

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

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 4, 2024

Dynatrace and the AWS Well-Architected Framework ensure continuous optimization of cloud architecture, aligning with the key pillars of operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability.

AWS 246

AWS Best Practices Lambda Infrastructure 246

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 229

Tuning Efficiency Latency Strategy 229