EulerFold
SREs & Backend Engineers

Continuous Profiling in Production

4 weeks
0 Learners
Jul 23

Finding CPU and memory bottlenecks in live services without redeploying: using pprof and Pyroscope. This comprehensive curriculum is designed to give you hands-on experience with Continuous Profiling in Production.

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About this Course

Finding CPU and memory bottlenecks in live services without redeploying: using pprof and Pyroscope. This comprehensive curriculum is designed to give you hands-on experience with Continuous Profiling in Production. This SREs & Backend Engineers curriculum is designed to give you hands-on experience and deep conceptual understanding. Across 4 intensive modules, you'll tackle real-world challenges and build practical projects that reinforce your learning. By the end of this journey, you'll have the skills and proof of work to demonstrate your expertise.

What you'll learn

Master the core concepts of profiling theory & sampling mechanics.
Gain hands-on experience with ebpf-based production profiling.
Understand the architecture behind flame graphs & differential profiling analysis.
Implement production-grade deploying pyroscope & production architecture.

Prerequisites

intermediate Level

Requires basic familiarity with the tech stack.

  • Familiarity with core concepts

Ideal for

SREs & Backend Engineers

SREs & Backend Engineers Professionals
Tech Enthusiasts
W1

Profiling Theory & Sampling Mechanics

Master the core concepts of profiling theory & sampling mechanics.

3 videos107m
2 readings
3 topics
1 homework
Learn

Topics

1.1
Tracing vs Metrics vs Continuous Profiling
36 minutes
1.2
CPU Profiling: Timer Interrupts & Stack Sampling
21 minutes
1.3
Memory Profiling: Heap Allocation Tracking
50 minutes
W2

eBPF-Based Production Profiling

Gain hands-on experience with ebpf-based production profiling.

3 videos88m
3 readings
3 topics
1 homework
Learn
W3

Flame Graphs & Differential Profiling Analysis

Understand the architecture behind flame graphs & differential profiling analysis.

3 videos90m
3 readings
3 topics
1 homework
Learn
W4

Deploying Pyroscope & Production Architecture

Implement production-grade deploying pyroscope & production architecture.

3 videos95m
1 reading
3 topics
1 homework
Learn
01

Learn

Watch curated videos and read study resources

02

Practice

Practice what you learned

03

Build Projects

Build projects using your new gained knowledge

04

Submit & Verify

Submit your project and get verified by our system

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