๐ง OpenBLD.net - ML Predictive Balancing Coming in 2025!
ยท 2 min read
๐ง OpenBLD.net is excited to announce that Machine Learning (ML) Predictive Balancing is coming in 2025! This new feature will allow to predictively balance across multiple servers.
This is undoubtedly an innovation. OpenBLD.net smart balancing service is now a separate project, introducing key features...
Key Featuresโ
- Detects slow servers before they start lagging
- If an upstream server shows an increase in timeouts or errors โ ML predicts potential failures and automatically prepares backup routes before the infrastructure starts "firing"
- Based on historical data, ML knows when servers experience peak loads (e.g., during lunch hours or at the end of the workday)
- Instead of reacting to downtime, it distributes traffic efficiently in advance
- Reduces latency and timeouts by proactively optimizing traffic distribution
- And much more, including environmental factors such as server energy consumption optimization
The balancer operates like a living organism, learning and adapting to conditions on its own)
How does this benefit users?โ
- ๐ More autonomy and focus on your own development.
- โก More speed.
๐ข This week, the updated balancers will be seamlessly integrated into ADAโs infrastructureโthe only thing you might notice is the increased speed.
โ๏ธ Stay fast, stay optimized!
Updatesโ
- Official OpenBLD.net Telegram Channel.