From c140be6513da89cf1fc31241ea0d67ce98b32b04 Mon Sep 17 00:00:00 2001 From: "nabil.abdennad" <nabil.abdennadher@hesge.ch> Date: Sun, 20 Apr 2025 17:52:42 +0200 Subject: [PATCH] Minor updates --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index e5b9a52..222310c 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ Data Retrieval is a Python program that reads the S3 bucket where the CSV file i ### Forecast -Based on the data provided, forecasts X amounts of days in the future. It utilizes LSTM to forecast based on historical data from Groupe E. It will create as many instances as devices in the database (in this case, it will be capped at 10 instances/devices). Every minute, it will forecast the following day, storing the result in the database as a RedisTimeSeries. +Based on the data provided, the **Forecast** module forecasts X amounts of days in the future. It uses the LSTM Machine learning algorithm. The goal here is to create as many instances as devices in the database. Every minute, we will be forecasting the following day, storing the result in the database as a RedisTimeSeries. ### Redis @@ -32,7 +32,7 @@ Redis is an in-memory database largely used as a cache. In this case, we’ll us ### Grafana -Grafana is an analytics visualization platform which will be used to visualize the historical and forecasted data being processed. It connects to Redis and displays the RedisTimeSeries as a line graph, showing passed and future power consumption. +Grafana is an analytics visualization platform used to visualize the historical and forecasted data being processed. It connects to Redis and displays the RedisTimeSeries as a line graph, showing passed and future power consumption. ## Setup 1. Clone this repository and create an account on [Docker Hub](https://hub.docker.com). @@ -43,7 +43,7 @@ Grafana is an analytics visualization platform which will be used to visualize t Kind will create a cluster by deploying a docker container for each node in the cluster. Each container will have a kubernetes runtime, and kind will setup the required networking to make the cluster work. -At this point, you should be able visualize your cluster by running: +At this point, you should be able visualise your cluster by running: ```bash docker ps -- GitLab