Checklist (Tasklist)

[JoeyTaubert]

• Polish Web Interfact
• Application Security Review
• Other Tuning tasks

[JoeyTaubert]

UPDATED 4/1

• Finish importing logic into WebApp
• Polish Web Interface
• Model tuning
• App Security Review

[JoeyTaubert]

UPDATED 4/7

• Finish backend of WebApp
  • Capture page ✅
  • Analysis page
  • Predictions/ML page
    • Visualizing the RNN!!!
  • MongoDB page
• Model tuning
• Polish UI ❓
• App security review ❓

[JoeyTaubert]

UPDATED 4/14

Phase 1: FINISH MODEL (Due 4/15)

• Training datasets with targets (based on real data)
• Get some one-minute datasets
  • depending on training needs, may need more datasets
• For each dataset
  • take metrics of each 10 second interval
  • pump first 5 metrics as training
  • 6th metric as target
• On the dataset you would like the prediction of (NOT ONE THAT HAS ALREADY BEEN TRAINED ON), provide first 5 metrics compare output to the 6th metric of that dataset
• Pull feed-forward inputs from metrics database based on current time

Phase 2: Continuous training (Due 4/17)

• Pull training datasets on the fly by computing timestamps and querying Mongo
• Grab target value based on real metric once it comes in and train on it

Phase 3: WebApp (Due 4/19)

• Submitting analysis form (may skip this, analysis will be automated)
• Predictions page
  • https://users.rust-lang.org/t/is-it-possible-to-create-and-show-plotters-graphs-directly-via-axum-without-wasm/98554
• Mongo page (for interacting with the database
  • Commented out currently

[JoeyTaubert]

UPDATED 4/17

Switching gears to focus less on the WebApp now as opposed to utilizing the model for cooler predictions. See Progress Report for more.