ArmoniK: Innovative Orchestration for Cutting-Edge High-Performance Quantitative Computing
As a quant in Capital Markets, have you ever dreamt of a simple mechanism that could help you implement quickly your new complex pricings in production?
A dream where your Nested Monte-Carlo, XVA or AAD algorithms, could very simply run on prem and on cloud, and distribute parts of your graphs to adequate partitions of CPU, GPU, TPU and tomorrow QPU!
ArmoniK, the new innovative orchestrator, does that … and much more!
Indeed, ArmoniK uses an intelligent dynamic task graph to very efficiently distribute computations and associated data, ensuring extremely high reliability, performance, and scalability, thanks to its native Kubernetes design.
Based on concrete capital market use cases implemented in production at Crédit Agricole CIB last two years, Omar (CA-CIB IT Quant) and Jérôme (ArmoniK Tech Lead) will explain how easily you can do this with ArmoniK.
1. Dynamic graph to implement in a smart way all kinds of algorithms
2. Simplify data management for a very performant compute
3. Allocate desired machine configuration to graph segments (CPU/GPU/TPU/QPU, RAM etc.)
4. Unified access to an elastic hybrid setup on prem and on N clouds
5. Extremely fault tolerant with extensive monitoring
6. Easiness and Advantages of replacing DataSynapse and Symphony onprem by ArmoniK hybrid
