# Scaling Homomorphic Applications in Deployment

arXiv: https://arxiv.org/abs/2510.02376 · HTML: https://mlsanity.com/paper/2510.02376/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 17 references that are in the map.
- First posted on arXiv 30 Sep 2025.

## Abstract (arXiv)

In this endeavor, a proof-of-concept homomorphic application is developed to determine the production readiness of encryption ecosystems. A movie recommendation app is implemented for this purpose and productionized through containerization and orchestration. By tuning deployment configurations, the computational limitations of Fully Homomorphic Encryption (FHE) are mitigated through additional infrastructure optimizations Index Terms: Reinforcement Learning, Orchestration, Homomorphic Encryption