dpop7 is a pure-python open-source library of Distributed POPulation-based OPtimization for large-scale black-box optimization (via Ray). Currently, it is actively updated (from 2023 to 2027).
For distributed systems, orchestration, scheduling, fault tolerance, and auto-scaling are handled automatically by Ray.
- Sutton, R., 2019. The bitter lesson. Incomplete Ideas (Blog).