faliure

Distributed system project implementing a two-phase commit protocol with coordinators and participants. I handled failure cases, ensuring data consistency. The coordinator sends commit requests, and participants vote. Based on votes, the coordinator commits or aborts transactions. I simulated failures and used Python for implementation.

DESIGN AND IMPLEMENTATION OF A 60 – MINUTE EARLY- WARNING HYBRID MLOPS SYSTEM FOR KUBERNETES POD AND NODE FAILURE PREDICTION USING RANDOM FOREST AND ISOLATION FOREST

Result Pattern for .NET - functional error handling and composition. The Result<T> pattern provides a clear, type-safe way to handle success and failure cases.