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  1. DZone
  2. Trend Reports
  3. Observability and Performance
trend report cover image

Observability and Performance

The Precipice of Building Highly Performant Software Systems

The dawn of observability across the software ecosystem has fully disrupted standard performance monitoring and management. Enhancing these approaches with sophisticated, data-driven, and automated insights allows your organization to better identify anomalies and incidents across applications and wider systems. While monitoring and standard performance practices are still necessary, they now serve to complement organizations' comprehensive observability strategies. 

This year's Observability and Performance Trend Report moves beyond metrics, logs, and traces — we dive into essential topics around full-stack observability, like security considerations, AIOps, the future of hybrid and cloud-native observability, and much more.

Published: Nov. 26, 2024

Table of Contents

3
Welcome Letter
4
Key Research Findings: An Analysis of Results from DZone's 2024 Observability and Performance Survey
22
Observability Fundamentals Beyond Traditional Monitoring: Getting Started With Full-Stack Observability and Monitoring
29
Embracing the Future With Hybrid and Cloud-Native Observability: An In-Depth Exploration of Observability With Architectural Examples and Best Practices
35
Security Considerations for Observability: Enhancing Reliability and Protecting Systems Through Unified Monitoring and Threat Detection
41
Leveraging AIOps for Observability Workflows: How to Improve the Scalability and Intelligence of Observability
45
A Framework for Developing Service-Level Objectives: Essential Guidelines and Best Practices for Building Effective Reliability Targets
49
Solutions Directory

Featured Authors

Stelios Manioudakis, PhD
Lead Engineer, Technical University of Crete
Satrajit Basu
Chief Architect, TCG Digital
Lahiru Hewawasam
Manager - Information Security, Fortude
Pranav Kumar Chaudhary
Senior Software Development Engineer, Amazon.com
Siri Varma Vegiraju
Senior Software Engineer, Microsoft
G. Ryan Spain
Automation Advocate, Poet, Machine Learning Enthusiast
Caitlin Candelmo
Director, Site Strategy, DZone

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