Performance Resources

Chaos Engineering for Architects: Designing Systems That Embrace Failure

Breaking things on purpose so they don't break by accident in production; a practical guide to building resilient distributed systems

December 16, 2025

by Dinesh Elumalai

CORE

· 807 Views

The Observability Gap: Why Your Monitoring Strategy Isn't Ready for What's Coming Next

The increasing complexity of distributed applications and the observability data they generate creates challenges. Find out how you can close this observability gap.

December 12, 2025

by David Hope

· 855 Views · 1 Like

A Diagnostic Framework for Investigating Model Performance Degradation in Production

This blueprint for a model performance drift post mortem can help build a resilient data and model ecosystem for reliable model performance in production.

December 11, 2025

by Sayantan Ghosh

· 1,233 Views · 1 Like

Mastering Fluent Bit: Top 3 Telemetry Pipeline Filters for Developers (Part 11)

This intro to mastering Fluent Bit covers the top three tips for speeding up the inner development loop using filters in telemetry pipelines.

December 11, 2025

by Eric D. Schabell

CORE

· 1,013 Views · 3 Likes

Mastering Fluent Bit: 3 Tips for Telemetry Pipeline Multiline Parsers for Developers (Part 10)

This intro to mastering Fluent Bit covers the top three tips for speeding up the inner development loop using multiline parsers in telemetry pipelines.

December 10, 2025

by Eric D. Schabell

CORE

· 925 Views · 5 Likes

Reproducibility as a Competitive Edge: Why Minimal Config Beats Complex Install Scripts

Complex install scripts create fragility, drift, and wasted hours. Reproducibility gives you a real competitive edge in speed, quality, and operational clarity.

December 9, 2025

by Con Hrisikos

· 1,453 Views · 1 Like

Mastering Fluent Bit: Top 3 Telemetry Pipeline Processors for Developers (Part 9)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop using processors in telemetry pipelines.

December 8, 2025

by Eric D. Schabell

CORE

· 1,938 Views · 3 Likes

Designing a CPU-Efficient Redis Cluster Topology

Learn how to design a Redis Cluster to minimize infrastructure cost by combining Docker & multi-master replication delivering the same performance with fewer VMs.

December 5, 2025

by Gaurav Rathor

· 2,363 Views · 3 Likes

Introducing the Ampere® Performance Toolkit to Optimize Software

Ampere Performance Toolkit (APT) automates benchmarking across cloud and on-prem platforms, making performance testing fast, repeatable, and easy.

December 4, 2025

by Tito Reinhart

· 2,883 Views · 3 Likes

How to Use AI for Anomaly Detection

Apply AI to anomaly detection by training models on your data, setting baselines for normal behavior, and automating alerts for faster, accurate decisions.

December 4, 2025

by Laiba Noor

· 3,626 Views · 1 Like

Building Green AI: Lessons in GPU Efficiency From the Trenches

Most deep learning models today waste a lot of compute and energy — not because the GPUs are slow, but because we’re not feeding them efficiently.

December 3, 2025

by Sanjay Kurra

· 2,497 Views

Web App Load Testing Using Maven Plugins for Apache JMeter, and Analyzing the Results

How to perform a complete load-testing with Java Maven and processing the performance metrics through a dedicated POM file

December 2, 2025

by Vincent DABURON

· 6,782 Views · 3 Likes

Not Just Crashes: Your Observability Stack for the Mobile App

Improve mobile app reliability with full-stack observability, including ANR tracking, latency monitoring, cold start metrics, and in-app telemetry.

December 1, 2025

by Mohit Agrawal

· 2,278 Views

Optimizing Trino Performance With Materialized Views in a Data Lake

In this article, learn how Trino materialized views boosted our Iceberg-based data lake, improving real-time query speed, reducing load, and cutting costs.

November 27, 2025

by Mikhail Povolotskii

· 1,381 Views

Overview Of Observability As Code

Observability as Code allows teams to prioritize monitoring and telemetry within the software delivery lifecycle. It greatly enhances the reliability of your systems.

November 26, 2025

by sai saripalli

· 1,957 Views

Effective Strategies for AWS Cost Optimization

Proven tips and techniques for optimizing AWS costs, including monitoring usage, setting budgets, and leveraging cost-effective services

November 25, 2025

by Prabhakar Mishra

· 2,458 Views · 1 Like

The Slow/Fast Call Orchestration: Parallelizing for Perception

By delivering a fast, lightweight response first and upgrading it with a slower, richer one later, slow/fast orchestration creates the illusion of zero latency.

November 20, 2025

by VIVEK KATARYA

· 2,222 Views · 2 Likes

Iceberg Compaction and Fine-Grained Access Control: Performance Challenges and Solutions

Implementing fine-grained access control on Apache Iceberg can create major performance challenges. Learn how Glue, Redshift, and Athena handle FGAC at scale.

November 19, 2025

by Janani Annur Thiruvengadam

CORE

· 3,105 Views · 2 Likes

DPDK Cryptography Build and Tuning Guide

This is a guide to building and tuning DPDK with ARMv8, OpenSSL, and IPSec crypto libraries on Ampere processors for optimal packet-processing performance.

November 19, 2025

by David Zeng

· 1,715 Views · 1 Like

Beyond Outages: Building True Resilience After the AWS Outage

True resilience means multi-cloud architecture, spreading critical workloads across AWS, Azure, or GCP with shared data, global load balancing, and unified monitoring.

November 17, 2025

by Jas Tandon

· 2,534 Views · 4 Likes

The Latest Performance Topics