diff --git a/main.js b/main.js
index 5c10cf6..a4c6117 100644
--- a/main.js
+++ b/main.js
@@ -8,6 +8,7 @@ let md5Previous = md5(fs.readFileSync(env));
 
 /**
  * Watch the .env file for changes and restart the scanner with new options if there is any change
+ * Time Complexity: O(1): Async event listener, static time
  * @param  {string} env - Path to the .env file
  * @param  {event} event - A filesystem event
  * @param  {string} filename - Name of the file for the filesystem event
diff --git a/scripts/config.js b/scripts/config.js
index f3cff8d..68eebfb 100644
--- a/scripts/config.js
+++ b/scripts/config.js
@@ -9,6 +9,7 @@ const quarantinePath = "/usr/VSterilizer/infected/";
 
 /**
  * Find the line for the given key and splice it to replace with the new value
+ * Time Complexity: O(n): Depends on which option is being changed 
  * @param  {string} key - Key for the given env variable
  * @param  {string} newValue - New value for the given key
  * @param  {string} env - path to the environment file. Defaults to the project supplied one
@@ -29,6 +30,7 @@ async function changeParam(key, newValue, env = "./.env") {
  * if the given new option is the same with the old one since the watcher function
  * which restarts the scanner for changes checks the MD5 hash of the file to ensure
  * that there is an actual change in the file
+ * Time Complexity: O(1): Static time complexity, input doesn't change the operations only changes the outcome
  * @param  {request} req - The option change request
  * @param  {response} res - Passed to the function to enable sending responses in the handler function itself
  */
@@ -46,11 +48,14 @@ async function optionHandler(req, res) {
 
 /**
  * Parse incoming requests body as JSON
+ * Time Complexity: O(n): Depends on the size of the body of the incoming request
  * @param  {function} - JSON parser
  */
 app.use(bodyParser.json());
 
 /**
+ * Listen for incoming post requests to the given endpoint
+ * Time Complexity: O(1): Async event listener, static time
  * @param  {string} '/options' - API endpoint
  * @param  {request} req - Incoming post request
  * @param  {response} res - Response to be sent
@@ -61,12 +66,14 @@ app.post('/options', (req, res) => {
 
 /**
  * Launch the server instance
+ * Time Complexity: O(1): The target port doesn't change the time, only the outcome
  * @param  {integer} port - Port to launch the server on. Default: 8080
  */
 const server = app.listen(port, () => console.log(`Listening on port ${port}!`))
 
 /**
  * Close the server when an exit event is emited
+ * Time Complexity: O(1): No variable input
  * @param  {string} "exit" - Event name
  */
 app.on("exit", () => server.close())
diff --git a/scripts/scan.js b/scripts/scan.js
index e165608..2c65430 100644
--- a/scripts/scan.js
+++ b/scripts/scan.js
@@ -38,6 +38,8 @@ options =
 
 /**
  * Send the results of a scan to the API endpoint in realtime
+ * Time Complexity: O(1): When there is no infected files
+ * Time Complexity: O(n): When there are infected files
  * @param  {array<string>} badFileList - List of infected files, defaults to null
  */
 async function sendResults(badFileList = null) {
@@ -56,7 +58,8 @@ async function sendResults(badFileList = null) {
 
 /**
  * Sends status information to the API endpoint
- * This includes data with information level severity such as a new USB being detected, a new scan running etc. 
+ * This includes data with information level severity such as a new USB being detected, a new scan running etc.
+ * Time Complexity: O(n): Depends on the size of the message
  * @param  {string} status - Status message to send
  */
 async function sendStatus(status) {
@@ -69,6 +72,7 @@ async function sendStatus(status) {
 /**
  * Scan the given directory path for infected files
  * Call the result sending function to send the results to the frontend API
+ * Time Complexity: O(n): Scanner needs to check every file seperately.
  * @param  {string} path - Path for the directory to be scanned
  */
 async function scanDirectory(path) {
@@ -100,6 +104,7 @@ function sleep(ms) {
 /**
  * Parses the scanner log file to get detailed information about infected files
  * Takes a keyword parameter which has the path of a given infected file
+ * Time Complexity: O(n): Depends on the number of files scanned.
  * @param  {string} keyword - path of the file we are intersted in
  */
 async function parseLog(keyword, logfile = options.scanLog) {
@@ -123,6 +128,7 @@ async function parseLog(keyword, logfile = options.scanLog) {
 
 /**
  * Get the mounting point for a given serial number
+ * Time Complexity: O(n): Depends on number of phyisal ports the computer has
  * @param  {string} serialNumber - Serial number of the USB device, can include chars and integers
  */
 async function getMountPoint(serialNumber) {
@@ -135,6 +141,7 @@ async function getMountPoint(serialNumber) {
 /**
  * Mount the given device to a auto-generated dir under the
  * products own mounting directory
+ * Time Complexity: O(1): Directly calls system functions, static time
  * @param  {string} source - physical port of the device to be mounted. ex: /dev/sda0
  */
 function mount(source) {
@@ -148,6 +155,7 @@ function mount(source) {
 /**
  * Enable watcher to detect newly plugged USB devices
  * Calls the mounting point getter function when a new device is detected
+ * Time Complexity: O(1): Async event listener, static time
  * @param  {string} 'add' - Adds a new USB event listener
  */
 USBWatch.on('add', function (device) {
@@ -157,6 +165,7 @@ USBWatch.on('add', function (device) {
 /**
  * Starting point of the scanner script
  * Handles clean-up and starts the USB monitoring
+ * Time Complexity: O(1): No variable input, static time
  */
 function start() {
     fs.writeFileSync(options.scanLog, ''); // Clear the logs
@@ -167,6 +176,7 @@ function start() {
 /**
  * Helper to end the USB monitoring
  * Utilized while stopping or restarting the service
+ * Time Complexity: O(1): No variable input, static time. Near instant
  */
 function endWatch() {
     USBWatch.stopMonitoring();