World's #1 choice for GC analysis

The paper you're likely thinking of is:

You're referring to the concept of amateur models in the context of modeling and simulation!

Have you come across this paper or is there something specific you'd like to know about amateur models?

In this 2007 paper, Watts and Dodds introduced the concept of "amateur models" to describe simple, intuitive models built by non-experts (amateurs) to understand complex systems. These models are often based on everyday experiences, common sense, and rough estimates, rather than rigorous mathematical formulations.

How it works?

Java GC Tuning is made to appear as rocket science, but it's a common sense!

  • 1

    Enable GC Logs

    You can enable GC log by passing following JVM arguments:
    Until Java 8: -XX:+PrintGCDetails -Xloggc:<GC-log-file-path>
    Java 9 & above: -Xlog:gc*:file=<gc-log-file-path>

  • 2

    Upload GC Logs to GCeasy AI

    Upload your logs to our deterministic engine to extract 100% accurate metrics instantly.

  • 3

    Chat with GC Logs

    Ask our AI for root cause analysis, heap optimizations, and instant performance solutions.

Features

Our cutting-edge features transforms the way how engineers analyze GC Logs

Deterministic AI Engine

Proprietary engine extracts 100% accurate metrics for the LLM to interpret. This ensures conversational insights based on ground truth, not hallucinations.

Conversational Troubleshooting

Stop deciphering cryptic graphs. Chat with your logs to get instant answers to questions like "Why did my pause time spike?" or "What's the best heap size?" Amateur Models

AI-Powered Root Cause Analysis (RCA)

Go beyond detection to resolution. Our AI synthesizes complex data to pinpoint the exact root cause of memory leaks and latency issues instantly.

.NET GC Log Analysis (New!)

Bringing AI-powered precision to the .NET ecosystem. Analyze Managed Heaps, LOH fragmentation, and generational collection issues starting April 14th. The paper you're likely thinking of is: You're

Node.js GC Log Analysis

Comprehensive analysis for modern JavaScript stacks. Gain deeper insights into Node.js garbage collection behavior to optimize application throughput.

Android GC Logs

Full support for all Android formats, including Dalvik and ART. Perfect for eliminating mobile stutters and optimizing device battery consumption. and rough estimates

Java NMT (Native Memory Tracking)

Go beyond the heap. Parse NMT output to isolate leaks in Native Memory Regions like Metaspace, Code Cache, and Direct Buffers.

JStat Analysis

The ultimate JVM utility. Analyze JStat output alongside full logs for a quick, real-time health check of your JVM's memory performance.

Online GC Analyzer

Zero friction. No registration or installation required-simply upload your log and move from raw data to AI insights in under 10 seconds.

GC log analysis tool with abundant features
Learn JVM Performance and Troubleshooting
Explore Our Course Amateur Models

Learn JVM Performance and Troubleshooting

  • Become a world class JVM performance expert
  • Troubleshoot production performance problems in a fraction of time

Instructor: Ram Lakshmanan, Architect of GCeasy

What's included:

  • 9 hours of video series with case studies and real life examples

  • 3 months yCrash tool subscription

  • e-books and study material to complete this course

  • LinkedIn shareable certificate

  • 1 year course subscription

Attended by engineers from all over the world from the premier brands

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4.8 Stars Learner Rating

Amateur Models ⭐

The paper you're likely thinking of is:

You're referring to the concept of amateur models in the context of modeling and simulation!

Have you come across this paper or is there something specific you'd like to know about amateur models?

In this 2007 paper, Watts and Dodds introduced the concept of "amateur models" to describe simple, intuitive models built by non-experts (amateurs) to understand complex systems. These models are often based on everyday experiences, common sense, and rough estimates, rather than rigorous mathematical formulations.

Testimonials

What does major enterprises say about GCeasy?

FAQ

Frequently Asked Questions. If you have further questions mail us:

How to enable Java GC Logging?

For Java 1.4, 5, 6, 7, 8 pass this JVM argument to your application: -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:<file-path>

For Java 9, pass the JVM argument: -Xlog:gc*:file=<file-path>
file-path: is the location where GC log file will be written

GCeasy couldn't parse my GC Logs?

We do support all of the GC log formats irrespective of the JVM version, JVM provider, GC algorithms, memory settings.

However if we don't support your format, Please report it to . We will fix it.

Can I look at sample GC log analysis reports?

Sure. Here are some sample reports generated by GCeasy:

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