diff --git a/hippo4j-core/src/main/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPlugin.java b/hippo4j-core/src/main/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPlugin.java
index dd6ad982..5114be6e 100644
--- a/hippo4j-core/src/main/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPlugin.java
+++ b/hippo4j-core/src/main/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPlugin.java
@@ -17,46 +17,61 @@
 
 package cn.hippo4j.core.plugin.impl;
 
+import cn.hippo4j.common.toolkit.Assert;
 import cn.hippo4j.core.plugin.PluginRuntime;
 import lombok.Getter;
 import lombok.RequiredArgsConstructor;
 
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReadWriteLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock;
+import java.util.stream.Collectors;
 
 /**
- * Record task execution time indicator.
+ * <p>Record task execution time indicator. <br />
+ * The initialization size of the timer container can be specified during construction,
+ * It will route it to different timers in the container according to the {@link Thread#getId},
+ * to reduce the lock competition strength for a single timer.
  */
-@RequiredArgsConstructor
 public class TaskTimeRecordPlugin extends AbstractTaskTimerPlugin {
 
+    static final int MAXIMUM_CAPACITY = 1 << 30;
     public static final String PLUGIN_NAME = "task-time-record-plugin";
 
     /**
-     * Lock instance
+     * modulo
      */
-    private final ReadWriteLock lock = new ReentrantReadWriteLock();
+    private final int modulo;
 
     /**
-     * Total execution milli time of all tasks
+     * timers
      */
-    private long totalTaskTimeMillis = 0L;
+    public final List<Timer> timerTable;
 
     /**
-     * Maximum task milli execution time, default -1
-     */
-    private long maxTaskTimeMillis = -1L;
-
-    /**
-     * Minimal task milli execution time, default -1
+     * Create a {@link TaskTimeRecordPlugin}
+     *
+     * @param initialCapacity initial capacity of timer table
      */
-    private long minTaskTimeMillis = -1L;
+    public TaskTimeRecordPlugin(int initialCapacity) {
+        Assert.isTrue(initialCapacity >= 1, "count must great then 0");
+        initialCapacity = tableSizeFor(initialCapacity);
+        timerTable = new ArrayList<>(initialCapacity);
+        for (int i = 0; i < initialCapacity; i++) {
+            timerTable.add(new Timer());
+        }
+        modulo = initialCapacity - 1;
+    }
 
     /**
-     * Count of completed task
+     * Create a {@link TaskTimeRecordPlugin}
      */
-    private long taskCount = 0L;
+    public TaskTimeRecordPlugin() {
+        this(1);
+    }
 
     /**
      * Get id.
@@ -91,21 +106,8 @@ public class TaskTimeRecordPlugin extends AbstractTaskTimerPlugin {
      */
     @Override
     protected void processTaskTime(long taskExecuteTime) {
-        Lock writeLock = lock.writeLock();
-        writeLock.lock();
-        try {
-            if (taskCount == 0) {
-                maxTaskTimeMillis = taskExecuteTime;
-                minTaskTimeMillis = taskExecuteTime;
-            } else {
-                maxTaskTimeMillis = Math.max(taskExecuteTime, maxTaskTimeMillis);
-                minTaskTimeMillis = Math.min(taskExecuteTime, minTaskTimeMillis);
-            }
-            taskCount = taskCount + 1;
-            totalTaskTimeMillis += taskExecuteTime;
-        } finally {
-            writeLock.unlock();
-        }
+        Timer timer = getTimerForCurrentThread();
+        timer.recordTaskTime(taskExecuteTime);
     }
 
     /**
@@ -114,19 +116,132 @@ public class TaskTimeRecordPlugin extends AbstractTaskTimerPlugin {
      * @return data snapshot
      */
     public Summary summarize() {
-        Lock readLock = lock.readLock();
-        Summary statistics;
-        readLock.lock();
-        try {
-            statistics = new Summary(
-                    this.totalTaskTimeMillis,
-                    this.maxTaskTimeMillis,
-                    this.minTaskTimeMillis,
-                    this.taskCount);
-        } finally {
-            readLock.unlock();
+        // ignore unused timers
+        List<Summary> summaries = timerTable.stream()
+                .map(Timer::summarize)
+                .filter(s -> s.getTaskCount() > 0)
+                .collect(Collectors.toList());
+
+        // summarize data
+        long totalTaskTimeMillis = 0L;
+        long maxTaskTimeMillis = -1L;
+        long minTaskTimeMillis = -1L;
+        long taskCount = 0L;
+        for (Summary summary : summaries) {
+            if (taskCount > 0) {
+                maxTaskTimeMillis = Math.max(maxTaskTimeMillis, summary.getMaxTaskTimeMillis());
+                minTaskTimeMillis = Math.min(minTaskTimeMillis, summary.getMinTaskTimeMillis());
+            } else {
+                maxTaskTimeMillis = summary.getMaxTaskTimeMillis();
+                minTaskTimeMillis = summary.getMinTaskTimeMillis();
+            }
+            totalTaskTimeMillis += summary.getTotalTaskTimeMillis();
+            taskCount += summary.getTaskCount();
+        }
+        return new Summary(totalTaskTimeMillis, maxTaskTimeMillis, minTaskTimeMillis, taskCount);
+    }
+
+    private Timer getTimerForCurrentThread() {
+        /*
+         * use table tableSize - 1 to take modulus for tid, and the remainder obtained is the subscript of the timer corresponding to the thread in the table. eg: tid = 10086, tableSize = 8, 10086 &
+         * (8 - 1) = 4
+         */
+        long threadId = Thread.currentThread().getId();
+        int index = (int) (threadId & modulo);
+        return timerTable.get(index);
+    }
+
+    /**
+     * copy from {@link HashMap#tableSizeFor}
+     */
+    static int tableSizeFor(int cap) {
+        int n = cap - 1;
+        n |= n >>> 1;
+        n |= n >>> 2;
+        n |= n >>> 4;
+        n |= n >>> 8;
+        n |= n >>> 16;
+        if (n < 0) {
+            return 1;
         }
-        return statistics;
+        return n >= MAXIMUM_CAPACITY ? MAXIMUM_CAPACITY : n + 1;
+    }
+
+    /**
+     * <p>Independent unit for providing time recording function.<br />
+     * Support thread-safe operations when reading and writing in a concurrent environment.
+     */
+    private static class Timer {
+
+        /**
+         * Lock instance
+         */
+        private final ReadWriteLock lock = new ReentrantReadWriteLock();
+
+        /**
+         * Total execution milli time of all tasks
+         */
+        private long totalTaskTimeMillis = 0L;
+
+        /**
+         * Maximum task milli execution time, default -1
+         */
+        private long maxTaskTimeMillis = -1L;
+
+        /**
+         * Minimal task milli execution time, default -1
+         */
+        private long minTaskTimeMillis = -1L;
+
+        /**
+         * Count of completed task
+         */
+        private long taskCount = 0L;
+
+        /**
+         * Record task execute time.
+         *
+         * @param taskExecuteTime task execute time
+         */
+        public void recordTaskTime(long taskExecuteTime) {
+            Lock writeLock = lock.writeLock();
+            writeLock.lock();
+            try {
+                if (taskCount == 0) {
+                    maxTaskTimeMillis = taskExecuteTime;
+                    minTaskTimeMillis = taskExecuteTime;
+                } else {
+                    maxTaskTimeMillis = Math.max(taskExecuteTime, maxTaskTimeMillis);
+                    minTaskTimeMillis = Math.min(taskExecuteTime, minTaskTimeMillis);
+                }
+                taskCount = taskCount + 1;
+                totalTaskTimeMillis += taskExecuteTime;
+            } finally {
+                writeLock.unlock();
+            }
+        }
+
+        /**
+         * Get the summary statistics of the instance at the current time.
+         *
+         * @return data snapshot
+         */
+        public Summary summarize() {
+            Lock readLock = lock.readLock();
+            Summary statistics;
+            readLock.lock();
+            try {
+                statistics = new Summary(
+                        this.totalTaskTimeMillis,
+                        this.maxTaskTimeMillis,
+                        this.minTaskTimeMillis,
+                        this.taskCount);
+            } finally {
+                readLock.unlock();
+            }
+            return statistics;
+        }
+
     }
 
     /**
@@ -166,4 +281,5 @@ public class TaskTimeRecordPlugin extends AbstractTaskTimerPlugin {
             return totalTaskCount > 0L ? getTotalTaskTimeMillis() / totalTaskCount : -1;
         }
     }
+
 }
diff --git a/hippo4j-core/src/test/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPluginTest.java b/hippo4j-core/src/test/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPluginTest.java
index d7866a28..ae3194e7 100644
--- a/hippo4j-core/src/test/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPluginTest.java
+++ b/hippo4j-core/src/test/java/cn/hippo4j/core/plugin/impl/TaskTimeRecordPluginTest.java
@@ -49,7 +49,7 @@ public class TaskTimeRecordPluginTest {
                 3, 3, 1000L, TimeUnit.MILLISECONDS,
                 new ArrayBlockingQueue<>(1), Thread::new, new ThreadPoolExecutor.DiscardPolicy());
 
-        TaskTimeRecordPlugin plugin = new TaskTimeRecordPlugin();
+        TaskTimeRecordPlugin plugin = new TaskTimeRecordPlugin(3);
         executor.register(plugin);
         executor.submit(() -> ThreadUtil.sleep(1000L));
         executor.submit(() -> ThreadUtil.sleep(3000L));