Enhanced SOLE for AI

1. Proposed Workitem: <initial working name for profile/whitepaper/etc>

Proposal Editor: Chris Lindop, Neil Tenenholtz, Rob Horn, Brian Bialecki
Editor: <Name of candidate Lead Editor for the Profile, if known>
Date: N/A (Wiki keeps history)
Version: N/A (Wiki keeps history)
Domain: <Domain name Radiology

2. The Problem

Healthcare providers have a strong desire to increase throughput and efficiency, both to improve the quality and timeliness of care and to control costs which include:

Workflow restructuring/optimization (existing in SOLE)
Disaster support/readiness (existing in SOLE)
Performance tracking and bottleneck identification (extended)
Resource allocation for new machines, upgrades (new)
Software/Network Fault isolation/troubleshooting (new)

The SOLE profile currently lacks the capability to address the complexity introduced by AI and distributed cloud-native applications. This profile extends SOLE to address these gaps.

3. Key Use Case

A study is acquired. An Orchestrator/Task Manager invokes one or more applications. I need to know:

Right-size the resources for an AI Application
Allocate the resource allocation to optimize the algorithm performance
How much CPU, what kind of accelerator, memory, bandwidth storage
What is the uptime, latency, requests/algorithm utilization
How to troubleshoot a problem
Licensing deployment model assessment

'Should I pay for a machine running 24 hours or on-demand running?'

4. Standards and Systems

<List existing systems that are/could be involved in the problem/solution.>

<If known, list standards which might be relevant to the solution>

5. Discussion

<Include additional discussion or consider a few details which might be useful for the detailed proposal>

<Why IHE would be a good venue to solve the problem and what you think IHE should do to solve it.>

<What might the IHE technical approach be? Existing Actors? New Transactions? Additional Profiles?>

<What are some of the risks or open issues to be addressed?>

<This is the brief proposal. Try to keep it to 1 or at most 2 pages>

<Delete this Category Templates line since your specific Profile Proposal page is no longer a template.>