diff --git a/src/main/java/com/ycwl/basic/task/VideoPieceGetter.java b/src/main/java/com/ycwl/basic/task/VideoPieceGetter.java
index 5f9eadd7..ff3c876a 100644
--- a/src/main/java/com/ycwl/basic/task/VideoPieceGetter.java
+++ b/src/main/java/com/ycwl/basic/task/VideoPieceGetter.java
@@ -36,6 +36,9 @@ import org.springframework.scheduling.annotation.EnableScheduling;
 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Component;
 
+import com.github.benmanes.caffeine.cache.Cache;
+import com.github.benmanes.caffeine.cache.Caffeine;
+
 import java.io.BufferedReader;
 import java.io.File;
 import java.io.IOException;
@@ -43,7 +46,9 @@ import java.io.InputStream;
 import java.io.InputStreamReader;
 import java.math.BigDecimal;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.Date;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.ArrayBlockingQueue;
@@ -84,6 +89,16 @@ public class VideoPieceGetter {
     @Autowired
     private FaceStatusManager faceStatusManager;
 
+    /**
+     * 景区设备配对关系缓存
+     * key: scenicId
+     * value: Map<deviceId, pairDeviceId>，空Map表示该景区无配对关系
+     */
+    private final Cache<Long, Map<Long, Long>> pairDeviceCache = Caffeine.newBuilder()
+            .expireAfterWrite(5, TimeUnit.MINUTES)
+            .maximumSize(500)
+            .build();
+
     @Data
     public static class Task {
         public List<Long> faceSampleIds = new ArrayList<>();
@@ -153,17 +168,8 @@ public class VideoPieceGetter {
             task.callback.onInvoke();
             return;
         }
-        Map<Long, Long> pairDeviceMap = new ConcurrentHashMap<>();
         Long scenicId = list.getFirst().getScenicId();
-        List<DeviceV2DTO> allDeviceByScenicId = deviceRepository.getAllDeviceByScenicId(scenicId);
-        allDeviceByScenicId.forEach(device -> {
-            Long deviceId = device.getId();
-            DeviceConfigManager deviceConfig = deviceRepository.getDeviceConfigManager(deviceId);
-            Long pairDevice = deviceConfig.getLong("pair_device");
-            if (pairDevice != null) {
-                pairDeviceMap.putIfAbsent(deviceId, pairDevice);
-            }
-        });
+        Map<Long, Long> pairDeviceMap = pairDeviceCache.get(scenicId, this::loadPairDeviceMap);
         Map<Long, List<FaceSampleEntity>> collection = list.stream()
                 .filter(faceSample -> {
                     if (templatePlaceholder != null) {
@@ -176,12 +182,14 @@ public class VideoPieceGetter {
             templatePlaceholder.forEach(deviceId -> {
                 currentUnFinPlaceholder.computeIfAbsent(deviceId, k -> new AtomicInteger(0)).incrementAndGet();
             });
-            log.debug("[Placeholder初始化] 有templateId，初始化完成：placeholder总数={}, 不同设备数={}, 详细计数={}",
-                    templatePlaceholder.size(),
-                    currentUnFinPlaceholder.size(),
-                    currentUnFinPlaceholder.entrySet().stream()
-                            .map(e -> e.getKey() + "=" + e.getValue().get())
-                            .collect(Collectors.joining(", ")));
+            if (log.isDebugEnabled()) {
+                log.debug("[Placeholder初始化] 有templateId，初始化完成：placeholder总数={}, 不同设备数={}, 详细计数={}",
+                        templatePlaceholder.size(),
+                        currentUnFinPlaceholder.size(),
+                        currentUnFinPlaceholder.entrySet().stream()
+                                .map(e -> e.getKey() + "=" + e.getValue().get())
+                                .collect(Collectors.joining(", ")));
+            }
         } else {
             collection.keySet().forEach(deviceId -> {
                 currentUnFinPlaceholder.put(deviceId.toString(), new AtomicInteger(1));
@@ -190,16 +198,8 @@ public class VideoPieceGetter {
                     currentUnFinPlaceholder.size());
         }
         collection.values().forEach(faceSampleList -> {
-            executor.execute(() -> {
-                AtomicBoolean isFirst = new AtomicBoolean(true);
-                faceSampleList.forEach(faceSample -> {
-                    if (!isFirst.get()) {
-                        try {
-                            Thread.sleep(1000);
-                        } catch (InterruptedException ignore) {
-                        }
-                    }
-                    isFirst.set(false);
+            faceSampleList.forEach(faceSample -> {
+                executor.execute(() -> {
                     // 处理关联设备：如果当前设备是某个主设备的配对设备，也处理主设备
                     if (pairDeviceMap.containsValue(faceSample.getDeviceId())) {
                         pairDeviceMap.entrySet().stream()
@@ -249,35 +249,33 @@ public class VideoPieceGetter {
                                 currentUnFinPlaceholder.size());
 
                         if (currentUnFinPlaceholder.isEmpty()) {
-                            if (!invoke.get()) {
-                                invoke.set(true);
+                            // 使用 compareAndSet 保证原子性，避免多线程重复调用 callback
+                            if (invoke.compareAndSet(false, true)) {
                                 log.info("[Callback调用] 所有placeholder已满足，currentUnFinPlaceholder为空，提前调用callback");
                                 task.getCallback().onInvoke();
                             }
                         }
                     }
+                    if (task.faceId != null) {
+                        // 经过切片后，可能有新的人脸切片生成，需要更新人脸状态
+                        templateRepository.getTemplateListByScenicId(scenicId).forEach(template -> {
+                            faceStatusManager.markHasNewPieces(task.faceId, template.getId());
+                        });
+                    }
                 });
-                if (task.faceId != null) {
-                    // 经过切片后，可能有新的人脸切片生成，需要更新人脸状态
-                    templateRepository.getTemplateListByScenicId(scenicId).forEach(template -> {
-                        faceStatusManager.markHasNewPieces(task.faceId, template.getId());
-                    });
-                }
             });
         });
         try {
-            Thread.sleep(1000L);
-            log.info("executor等待被结束！[A:{}/T:{}/F:{}]", executor.getActiveCount(), executor.getTaskCount(), executor.getCompletedTaskCount());
             executor.shutdown();
             executor.awaitTermination(3, TimeUnit.MINUTES);
             log.info("executor已结束！[A:{}/T:{}/F:{}]", executor.getActiveCount(), executor.getTaskCount(), executor.getCompletedTaskCount());
-            executor.close();
         } catch (InterruptedException e) {
             log.info("executor已中断！[A:{}/T:{}/F:{}]", executor.getActiveCount(), executor.getTaskCount(), executor.getCompletedTaskCount());
         } finally {
+            executor.close();
             if (null != task.getCallback()) {
-                if (!invoke.get()) {
-                    invoke.set(true);
+                // 使用 compareAndSet 保证原子性，避免多线程重复调用 callback
+                if (invoke.compareAndSet(false, true)) {
                     log.info("[Callback调用] 兜底调用callback，currentUnFinPlaceholder剩余设备数={}",
                             currentUnFinPlaceholder.size());
                     task.getCallback().onInvoke();
@@ -735,4 +733,27 @@ public class VideoPieceGetter {
         }
     }
 
+    /**
+     * 加载景区的设备配对关系
+     * @param scenicId 景区ID
+     * @return 设备配对关系Map，无配对关系时返回空Map（而非null，避免重复查询）
+     */
+    private Map<Long, Long> loadPairDeviceMap(Long scenicId) {
+        List<DeviceV2DTO> allDeviceByScenicId = deviceRepository.getAllDeviceByScenicId(scenicId);
+        if (allDeviceByScenicId == null || allDeviceByScenicId.isEmpty()) {
+            return Collections.emptyMap();
+        }
+        Map<Long, Long> pairDeviceMap = new HashMap<>();
+        allDeviceByScenicId.forEach(device -> {
+            Long deviceId = device.getId();
+            DeviceConfigManager deviceConfig = deviceRepository.getDeviceConfigManager(deviceId);
+            Long pairDevice = deviceConfig.getLong("pair_device");
+            if (pairDevice != null) {
+                pairDeviceMap.putIfAbsent(deviceId, pairDevice);
+            }
+        });
+        log.debug("加载景区 {} 设备配对关系，共 {} 对", scenicId, pairDeviceMap.size());
+        return pairDeviceMap.isEmpty() ? Collections.emptyMap() : Collections.unmodifiableMap(pairDeviceMap);
+    }
+
 }