From: thepipeline_xyz
High throughput scenarios, such as 100,000 concurrent users attempting 100 transactions per second, present significant challenges for system stability [00:00:00]. The goal is to handle these extreme loads gracefully without needing to provide excuses for system failures [00:00:18].
Stress Scenarios
Specific events, like an NFT mint where many users simultaneously interact with the system, can serve as super high-stress tests [00:00:04]. The challenge lies in anticipating such events, as seen with Solana’s user experience in the fall of 2021, where global users “spam clicking mint buttons” caused unexpected stress [00:00:35].
Symptoms of Performance Degradation
Under severe stress, common issues include:
- RPC (Remote Procedure Call) failures [00:00:23]
- Transactions getting reverted [00:00:25]
These problems often lead to public complaints on social media platforms like Twitter [00:00:28].
Testing and Optimization
Developers constantly analyze data to further optimize systems to prevent such failures [00:00:11]. While platforms like Manad are hoped to handle stress gracefully [00:00:07], new testing methods are being considered. The combination of AI and high throughput could yield interesting results [00:00:54]. For instance, incentivizing AI agents to deliberately crash a testnet could help identify system limits and vulnerabilities that human interaction might not reveal [00:00:51].