SKYPQ Demo — K-Skyband Package Queries

SKYPQ

K-Skyband Package Queries

Next → Click ① Apply Query Settings

Resource Candidates

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Total

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Skyband

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Pruned

Plotting 500 of 6,500

Key VM Discontinued

Step 1 of 3

Jordan notices the optimal solution relies heavily on 3× Bas-15. "What if AWS discontinues this instance type?"

Current Dependency

Bas-15: 53 CU @ $0.45 × 3 copies = 159 CU

Per-edit cost

SKYPQ: incremental + ILP over skyband —

maintain — · solve — · — skyband pts

Baseline: full ILP over all points —

no reduction · — vars

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Toggle:

K-Skyband

Current

Jordan

Pareto

1 Query Setup

Objective: Minimize Cost

CU ≥

Min Items

Max Items

Repeat ρ

Objective: Maximize CU

Min Items

Max Items

Repeat ρ

Cost Budget ≤ $10

$2 $20

Auto

Click to animate

7 What-If Scenarios

🚨

VM Discontinued

Alert: a key VM in our package just got discontinued!

💰

Price Update

Alert: VM prices changed — do we need to re-optimize?

Solve optimal first, then run a scenario

8 Playground

Complete steps ⑤ and ⑥ first to unlock

👨‍💻

Jordan

Cloud Infrastructure Engineer

📩 New ticket just came in: "Review VM costs for ML pipeline"

Let me check what we need... Click ① Apply Query Settings to get started.