diff --git a/.github/workflows/integration-tests-command.yml b/.github/workflows/integration-tests-command.yml
index 3855f91aa5..dd8cba6f65 100644
--- a/.github/workflows/integration-tests-command.yml
+++ b/.github/workflows/integration-tests-command.yml
@@ -1492,7 +1492,6 @@ jobs:
           APPSMITH_DISABLE_TELEMETRY: true
           POSTGRES_PASSWORD: postgres
           NODE_TLS_REJECT_UNAUTHORIZED: "0"
-          MACHINE: ${{matrix.machine}}
         run: ./start-test.sh
 
       # Restore the previous built bundle if present. If not push the newly built into the cache
diff --git a/app/client/perf/src/ci/supabase.js b/app/client/perf/src/ci/supabase.js
index b9c7adc64c..d681a1251a 100644
--- a/app/client/perf/src/ci/supabase.js
+++ b/app/client/perf/src/ci/supabase.js
@@ -79,7 +79,7 @@ const createRunMeta = async () => {
       pull_request_id: prId || parsePullRequestId(process.env.GITHUB_REF),
       runner_name: process.env?.RUNNER_NAME,
       host_name: hostname,
-      machine: process.env?.MACHINE || "",
+      machine: process.env?.MACHINE || "buildjet-4vcpu-ubuntu-2004", // Hardcoded temporarily. Should be removed
     },
   ]);
   if (data) {
diff --git a/app/client/perf/src/perf.js b/app/client/perf/src/perf.js
index 2ec1aa8b62..f8bead5bd3 100644
--- a/app/client/perf/src/perf.js
+++ b/app/client/perf/src/perf.js
@@ -10,6 +10,12 @@ const {
   login,
   sortObjectKeys,
 } = require("./utils/utils");
+
+const {
+  cleanTheHost,
+  setChromeProcessPriority,
+} = require("./utils/system-cleanup");
+
 const selectors = {
   appMoreIcon: "span.t--options-icon",
   workspaceImportAppOption: '[data-cy*="t--workspace-import-app"]',
@@ -17,6 +23,7 @@ const selectors = {
   importButton: '[data-cy*="t--workspace-import-app-button"]',
   createNewApp: ".createnew",
 };
+
 module.exports = class Perf {
   constructor(launchOptions = {}) {
     this.launchOptions = {
@@ -62,9 +69,12 @@ module.exports = class Perf {
    * Launches the browser and, gives you the page
    */
   launch = async () => {
+    await cleanTheHost();
     this.browser = await puppeteer.launch(this.launchOptions);
     const pages_ = await this.browser.pages();
     this.page = pages_[0];
+
+    await setChromeProcessPriority();
     await this._login();
   };
 
@@ -75,13 +85,20 @@ module.exports = class Perf {
 
   startTrace = async (action = "foo") => {
     if (this.currentTrace) {
-      console.warn("Trace progress. You can run only one trace at a time");
+      console.warn(
+        "Trace already in progress. You can run only one trace at a time",
+      );
       return;
     }
 
     this.currentTrace = action;
     await delay(3000, `before starting trace ${action}`);
+    await this.page._client.send("HeapProfiler.enable");
+    await this.page._client.send("HeapProfiler.collectGarbage");
+    await delay(1000, `After clearing memory`);
+
     const path = `${APP_ROOT}/traces/${action}-${getFormattedTime()}-chrome-profile.json`;
+
     await this.page.tracing.start({
       path: path,
       screenshots: true,
@@ -109,7 +126,7 @@ module.exports = class Perf {
     await this.page.waitForNavigation();
 
     const currentUrl = this.page.url();
-    const pageId = currentURL
+    const pageId = currentUrl
       .split("/")[5]
       ?.split("-")
       .pop();
diff --git a/app/client/perf/src/utils/system-cleanup.js b/app/client/perf/src/utils/system-cleanup.js
new file mode 100644
index 0000000000..9a29f27bef
--- /dev/null
+++ b/app/client/perf/src/utils/system-cleanup.js
@@ -0,0 +1,53 @@
+const cp = require("child_process");
+
+exports.cleanTheHost = async () => {
+  await cp.exec("pidof chrome", (error, stdout, stderr) => {
+    if (error) {
+      console.log(`error: ${error.message}`);
+      return;
+    }
+    if (stderr) {
+      console.log(`stderr: ${stderr}`);
+      return;
+    }
+    console.log(`Killing chrome processes: ${stdout}`);
+    stdout.split(" ").forEach((PID) => {
+      cp.exec(`sudo kill -9 ${PID}`, (error, stdout, stder) => {
+        if (error) {
+          console.log(`Kill error: ${error.message}`);
+          return;
+        }
+        if (stderr) {
+          console.log(`Kill stderr: ${stderr}`);
+          return;
+        }
+        if (stdout) {
+          console.log(`Kill stdout: ${stdout}`);
+          return;
+        }
+      });
+    });
+  });
+
+  // Clear OS caches
+  await cp.exec("sync; echo 3 | sudo tee /proc/sys/vm/drop_caches");
+};
+
+exports.setChromeProcessPriority = async () => {
+  await cp.exec("pidof chrome", (error, stdout, stderr) => {
+    if (error) {
+      console.log(`error: ${error.message}`);
+      return;
+    }
+    if (stderr) {
+      console.log(`stderr: ${stderr}`);
+      return;
+    }
+    console.log(`stdout: setting priority: ${stdout}`);
+
+    // Set priority of chrome processes to maximum
+    stdout.split(" ").forEach((PID) => {
+      cp.execSync(`sudo renice -20 ${PID}`);
+    });
+  });
+};