diff --git a/src/libs/ActiveClientManager/index.js b/src/libs/ActiveClientManager/index.js
index 0d2fcd48101..3b23f22c83c 100644
--- a/src/libs/ActiveClientManager/index.js
+++ b/src/libs/ActiveClientManager/index.js
@@ -7,6 +7,14 @@ const clientID = Str.guid();
 const maxClients = 20;
 
 let activeClients;
+let isInitialized;
+
+// Keeps track of the ActiveClientManager's readiness in one place
+// so that multiple calls of isReady resolve the same promise
+const isInitializedPromise = new Promise((resolve) => {
+    isInitialized = resolve;
+});
+
 Onyx.connect({
     key: ONYXKEYS.ACTIVE_CLIENTS,
     callback: (val) => {
@@ -22,7 +30,11 @@ Onyx.connect({
  * Add our client ID to the list of active IDs
  */
 function init() {
-    Onyx.merge(ONYXKEYS.ACTIVE_CLIENTS, [clientID]);
+    Onyx.merge(ONYXKEYS.ACTIVE_CLIENTS, [clientID]).then(isInitialized);
+}
+
+function isReady() {
+    return isInitializedPromise;
 }
 
 /**
@@ -37,4 +49,5 @@ function isClientTheLeader() {
 export {
     init,
     isClientTheLeader,
+    isReady,
 };
diff --git a/src/libs/ActiveClientManager/index.native.js b/src/libs/ActiveClientManager/index.native.js
index 9bda7c6d3c1..f75bbd7ccc6 100644
--- a/src/libs/ActiveClientManager/index.native.js
+++ b/src/libs/ActiveClientManager/index.native.js
@@ -7,8 +7,12 @@ function init() {}
 function isClientTheLeader() {
     return true;
 }
+function isReady() {
+    return Promise.resolve();
+}
 
 export {
     init,
+    isReady,
     isClientTheLeader,
 };
diff --git a/src/libs/Network.js b/src/libs/Network.js
index 5116cc2d002..a781595089c 100644
--- a/src/libs/Network.js
+++ b/src/libs/Network.js
@@ -3,6 +3,7 @@ import lodashGet from 'lodash/get';
 import Onyx from 'react-native-onyx';
 import HttpUtils from './HttpUtils';
 import ONYXKEYS from '../ONYXKEYS';
+import * as ActiveClientManager from './ActiveClientManager';
 import CONST from '../CONST';
 
 let isQueuePaused = false;
@@ -20,30 +21,73 @@ let enhanceParameters;
 let onResponse = () => {};
 let onError = () => {};
 
+let didLoadPersistedRequests;
+let isOffline;
+
+/**
+ * Process the offline NETWORK_REQUEST_QUEUE
+ * @param {Array<Object> | null} persistedRequests - Requests
+ */
+function processOfflineQueue(persistedRequests) {
+    // NETWORK_REQUEST_QUEUE is shared across clients, thus every client will have similiar copy of
+    // NETWORK_REQUEST_QUEUE. It is very important to only process the queue from leader client
+    // otherwise requests will be duplicated.
+    // We only process the persisted requests when
+    // a) Client is leader.
+    // b) User is online.
+    // c) requests are not already loaded,
+    // d) When there is at least one request
+    if (!ActiveClientManager.isClientTheLeader()
+        || isOffline
+        || didLoadPersistedRequests
+        || !persistedRequests
+        || !persistedRequests.length) {
+        return;
+    }
+
+    // Queue processing expects handlers but due to we are loading the requests from Storage
+    // we just noop them to ignore the errors.
+    _.each(persistedRequests, (request) => {
+        request.resolve = () => {};
+        request.reject = () => {};
+    });
+
+    // Merge the persisted requests with the requests in memory then clear out the queue as we only need to load
+    // this once when the app initializes
+    networkRequestQueue = [...networkRequestQueue, ...persistedRequests];
+    Onyx.set(ONYXKEYS.NETWORK_REQUEST_QUEUE, []);
+    didLoadPersistedRequests = true;
+}
+
 // We subscribe to changes to the online/offline status of the network to determine when we should fire off API calls
 // vs queueing them for later.
-let isOffline;
 Onyx.connect({
     key: ONYXKEYS.NETWORK,
-    callback: val => isOffline = val && val.isOffline,
-});
-
-let didLoadPersistedRequests;
-Onyx.connect({
-    key: ONYXKEYS.NETWORK_REQUEST_QUEUE,
-    callback: (persistedRequests) => {
-        if (didLoadPersistedRequests || !persistedRequests) {
+    callback: (val) => {
+        if (!val) {
             return;
         }
 
-        // Merge the persisted requests with the requests in memory then clear out the queue as we only need to load
-        // this once when the app initializes
-        networkRequestQueue = [...networkRequestQueue, ...persistedRequests];
-        didLoadPersistedRequests = true;
-        Onyx.set(ONYXKEYS.NETWORK_REQUEST_QUEUE, []);
+        // Client becomes online, process the queue.
+        if (isOffline && !val.isOffline) {
+            const connection = Onyx.connect({
+                key: ONYXKEYS.NETWORK_REQUEST_QUEUE,
+                callback: processOfflineQueue,
+            });
+            Onyx.disconnect(connection);
+        }
+        isOffline = val.isOffline;
     },
 });
 
+// Subscribe to NETWORK_REQUEST_QUEUE queue as soon as Client is ready
+ActiveClientManager.isReady().then(() => {
+    Onyx.connect({
+        key: ONYXKEYS.NETWORK_REQUEST_QUEUE,
+        callback: processOfflineQueue,
+    });
+});
+
 // Subscribe to the user's session so we can include their email in every request and include it in the server logs
 let email;
 Onyx.connect({
@@ -107,12 +151,19 @@ function processNetworkRequestQueue() {
         if (!networkRequestQueue.length) {
             return;
         }
-
-        // If we have a request then we need to check if it can be persisted in case we close the tab while offline
-        const retryableRequests = _.filter(networkRequestQueue, request => (
-            !request.data.doNotRetry && request.data.persist
-        ));
-        Onyx.set(ONYXKEYS.NETWORK_REQUEST_QUEUE, retryableRequests);
+        const retryableRequests = [];
+
+        // If we have a request then we need to check if it can be persisted in case we close the tab while offline.
+        // We filter persisted requests from the normal Queue to remove duplicates
+        networkRequestQueue = _.reject(networkRequestQueue, (request) => {
+            if (!request.data.doNotRetry && request.data.persist) {
+                retryableRequests.push(request);
+                return true;
+            }
+        });
+        if (retryableRequests.length) {
+            Onyx.merge(ONYXKEYS.NETWORK_REQUEST_QUEUE, retryableRequests);
+        }
         return;
     }
 
@@ -161,6 +212,18 @@ function processNetworkRequestQueue() {
             .catch(error => onError(queuedRequest, error));
     });
 
+    // We should clear the NETWORK_REQUEST_QUEUE when we have loaded the persisted requests & they are processed.
+    // As multiple client will be sharing the same Queue and NETWORK_REQUEST_QUEUE is synchronized among clients,
+    // we only ask Leader client to clear the queue
+    if (ActiveClientManager.isClientTheLeader() && didLoadPersistedRequests) {
+        Onyx.set(ONYXKEYS.NETWORK_REQUEST_QUEUE, []);
+    }
+
+    // User could have bad connectivity and he can go offline multiple times
+    // thus we allow NETWORK_REQUEST_QUEUE to be processed multiple times but only after we have processed
+    // old requests in the NETWORK_REQUEST_QUEUE
+    didLoadPersistedRequests = false;
+
     // We clear the request queue at the end by setting the queue to retryableRequests which will either have some
     // requests we want to retry or an empty array
     networkRequestQueue = requestsToProcessOnNextRun;
diff --git a/src/libs/actions/Report.js b/src/libs/actions/Report.js
index 76b77847272..045c772d61e 100644
--- a/src/libs/actions/Report.js
+++ b/src/libs/actions/Report.js
@@ -587,8 +587,8 @@ function updateReportWithNewAction(reportID, reportAction, notificationPreferenc
 
     const reportActionsToMerge = {};
     if (reportAction.clientID) {
-        // Remove the optimistic action from the report since we are about to replace it with the real one (which has
-        // the true sequenceNumber)
+        // Remove the optimistic action from the report since we are about to replace it
+        // with the real one (which has the true sequenceNumber)
         reportActionsToMerge[reportAction.clientID] = null;
     }