diff --git a/application/src/main/resources/thingsboard.yml b/application/src/main/resources/thingsboard.yml
index 7da26fdc81..dfdd3a407c 100644
--- a/application/src/main/resources/thingsboard.yml
+++ b/application/src/main/resources/thingsboard.yml
@@ -1295,6 +1295,8 @@ transport:
       ignore_type_cast_errors: "${SNMP_RESPONSE_IGNORE_TYPE_CAST_ERRORS:false}"
     # Thread pool size for scheduler that executes device querying tasks
     scheduler_thread_pool_size: "${SNMP_SCHEDULER_THREAD_POOL_SIZE:4}"
+    # Maximum number of retry attempts for a single SNMP devices batch during bootstrap.
+    batch_retries: "${SNMP_BOOTSTRAP_RETRIES:8}"
   stats:
     # Enable/Disable the collection of transport statistics
     enabled: "${TB_TRANSPORT_STATS_ENABLED:true}"
diff --git a/common/transport/snmp/src/main/java/org/thingsboard/server/transport/snmp/SnmpTransportContext.java b/common/transport/snmp/src/main/java/org/thingsboard/server/transport/snmp/SnmpTransportContext.java
index 56b4e00162..93ce3d1278 100644
--- a/common/transport/snmp/src/main/java/org/thingsboard/server/transport/snmp/SnmpTransportContext.java
+++ b/common/transport/snmp/src/main/java/org/thingsboard/server/transport/snmp/SnmpTransportContext.java
@@ -15,11 +15,14 @@
  */
 package org.thingsboard.server.transport.snmp;
 
+import jakarta.annotation.PreDestroy;
 import lombok.Getter;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.context.event.EventListener;
 import org.springframework.stereotype.Component;
+import org.thingsboard.common.util.ThingsBoardThreadFactory;
 import org.thingsboard.server.common.data.Device;
 import org.thingsboard.server.common.data.DeviceProfile;
 import org.thingsboard.server.common.data.DeviceTransportType;
@@ -53,9 +56,12 @@ import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
 import java.util.Optional;
+import java.util.Set;
 import java.util.UUID;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.ConcurrentLinkedDeque;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.TimeUnit;
 
 @TbSnmpTransportComponent
 @Component
@@ -72,30 +78,52 @@ public class SnmpTransportContext extends TransportContext {
     private final SnmpAuthService snmpAuthService;
 
     private final Map<DeviceId, DeviceSessionContext> sessions = new ConcurrentHashMap<>();
-    private final Collection<DeviceId> allSnmpDevicesIds = new ConcurrentLinkedDeque<>();
+    private final Set<DeviceId> allSnmpDevicesIds = ConcurrentHashMap.newKeySet();
+    private final ExecutorService snmpExecutor = Executors.newSingleThreadExecutor(ThingsBoardThreadFactory.forName("snmp-bootstrap"));
+
+    @Value("${transport.snmp.batch_retries}")
+    private int snmpBootstrapBatchRetries;
 
     @AfterStartUp(order = AfterStartUp.AFTER_TRANSPORT_SERVICE)
     public void fetchDevicesAndEstablishSessions() {
-        log.info("Initializing SNMP devices sessions");
+        snmpExecutor.execute(this::bootstrapWithRetries);
+    }
 
+    private void bootstrapWithRetries() {
+        log.info("Initializing SNMP devices sessions");
         int batchIndex = 0;
         int batchSize = 512;
         boolean nextBatchExists = true;
 
         while (nextBatchExists) {
-            TransportProtos.GetSnmpDevicesResponseMsg snmpDevicesResponse = protoEntityService.getSnmpDevicesIds(batchIndex, batchSize);
-            snmpDevicesResponse.getIdsList().stream()
-                    .map(id -> new DeviceId(UUID.fromString(id)))
-                    .peek(allSnmpDevicesIds::add)
-                    .filter(deviceId -> balancingService.isManagedByCurrentTransport(deviceId.getId()))
-                    .map(protoEntityService::getDeviceById)
-                    .forEach(device -> getExecutor().execute(() -> establishDeviceSession(device)));
-
-            nextBatchExists = snmpDevicesResponse.getHasNextPage();
-            batchIndex++;
+            for (int attempt = 1; attempt <= snmpBootstrapBatchRetries; attempt++) {
+                try {
+                    TransportProtos.GetSnmpDevicesResponseMsg snmpDevicesResponse = protoEntityService.getSnmpDevicesIds(batchIndex, batchSize);
+                    snmpDevicesResponse.getIdsList().stream()
+                            .map(id -> new DeviceId(UUID.fromString(id)))
+                            .peek(allSnmpDevicesIds::add)
+                            .filter(deviceId -> balancingService.isManagedByCurrentTransport(deviceId.getId()))
+                            .map(protoEntityService::getDeviceById)
+                            .forEach(device -> getExecutor().execute(() -> establishDeviceSession(device)));
+                    nextBatchExists = snmpDevicesResponse.getHasNextPage();
+                    batchIndex++;
+                    break;
+                } catch (Exception e) {
+                    if (attempt >= snmpBootstrapBatchRetries) {
+                        log.error("SNMP bootstrap: batch {} failed after {} attempts.", batchIndex, attempt, e);
+                        return;
+                    }
+                    log.warn("SNMP bootstrap: batch {} attempt {}/{} failed.", batchIndex, attempt, snmpBootstrapBatchRetries, e);
+                    try {
+                        TimeUnit.SECONDS.sleep(10);
+                    } catch (InterruptedException ex) {
+                        log.warn("SNMP bootstrap interrupted. Stopping bootstrap task.");
+                        return;
+                    }
+                }
+            }
         }
-
-        log.debug("Found all SNMP devices ids: {}", allSnmpDevicesIds);
+        log.debug("Found SNMP devices ids: {}", allSnmpDevicesIds);
     }
 
     private void establishDeviceSession(Device device) {
@@ -300,4 +328,9 @@ public class SnmpTransportContext extends TransportContext {
         return sessions.values();
     }
 
+    @PreDestroy
+    public void destroy() {
+        snmpExecutor.shutdown();
+    }
+
 }
diff --git a/transport/snmp/src/main/resources/tb-snmp-transport.yml b/transport/snmp/src/main/resources/tb-snmp-transport.yml
index 79aee31921..567654cce4 100644
--- a/transport/snmp/src/main/resources/tb-snmp-transport.yml
+++ b/transport/snmp/src/main/resources/tb-snmp-transport.yml
@@ -151,6 +151,8 @@ transport:
       ignore_type_cast_errors: "${SNMP_RESPONSE_IGNORE_TYPE_CAST_ERRORS:false}"
     # Thread pool size for scheduler that executes device querying tasks
     scheduler_thread_pool_size: "${SNMP_SCHEDULER_THREAD_POOL_SIZE:4}"
+    # Maximum number of retry attempts for a single SNMP devices batch during bootstrap.
+    batch_retries: "${SNMP_BOOTSTRAP_RETRIES:8}"
   sessions:
     # Session inactivity timeout is a global configuration parameter that defines how long the device transport session will be opened after the last message arrives from the device.
     # The parameter value is in milliseconds.