Day 2: Application Performance | System Design and Application Architecture Workshop | Stack Learner
Day 2: Application Performance | System Design and Application Architecture Workshop | Stack Learner
We took a deep dive into the core of application performance on Day 2 of our System Design and Application Architecture program. Everything from identifying the underlying causes of queue build-up to learning how to reduce latency costs was covered, providing insights into how to improve system performance.
We examined the strategic significance of tail latency and serial request latency during the session, illuminating their effects on system performance as a whole. We also explored capacity planning and concurrent requests, two crucial topics for making sure our systems can meet the demands of the ever-changing digital environment of today.
Moreover, we talked about how to use caching techniques to speed up data retrieval and simplify system processes. Comprehending these underlying concepts provides us with the means to maximize efficiency and furnish outstanding user experiences.
As we continue our journey in the realm of system design and application architecture, let's remain committed to unlocking the full potential of our systems. Stay tuned for more insights and practical strategies as we navigate the ever-evolving landscape of technology.
Timestamps
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00:00:00 Intro
00:00:34 Application Performance
00:02:48 Try to Improve the application performance
00:05:36 What is application performance?
00:09:04 For a backend app
00:10:21 How to spot a performance problem?
00:19:33 Remember
00:20:16 Quote
00:22:00 Traffic Jam
00:22:28 Where does a queue build up?
00:39:54 Root Causes
00:40:55 What are the root causes?
00:46:42 Note
00:48:31 This Queue is not that queue
00:50:27 Performance Principles
00:52:47 Efficiency
00:56:15 Concurrency
00:57:39 Capacity
00:58:32 System Performance Objectives
01:05:17 Performance measurement metrics
01:06:48 Latency
01:09:43 Throughput
01:19:53 What is tail latency?
01:23:58 Additional Considerations
01:27:18 Serial Request Latency
01:28:54 TCP Handshake
01:32:51 TLS Handshake
01:34:12 Network Latency
01:37:45 Network Latency - Approaches
01:44:41 Memory access latency
01:47:18 Minimize Memory Access Latency
01:54:43 Disk Access Latency
02:01:32 CPU latency
02:03:43 Minimize CPU Latency
02:04:33 Latency Costs
02:12:04 Concurrent Request
02:12:52 Capacity
02:13:15 Caching
02:14:37 QNA
02:20:01 Quiz
02:21:26 Result and QNA
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