diff --git a/dinky-admin/src/main/java/org/dinky/context/MetricsContextHolder.java b/dinky-admin/src/main/java/org/dinky/context/MetricsContextHolder.java
index ecb0578a1c..2bb49dedbf 100644
--- a/dinky-admin/src/main/java/org/dinky/context/MetricsContextHolder.java
+++ b/dinky-admin/src/main/java/org/dinky/context/MetricsContextHolder.java
@@ -24,16 +24,12 @@
 import org.dinky.data.vo.MetricsVO;
 import org.dinky.utils.PaimonUtil;
 
-import java.time.LocalDateTime;
-import java.time.format.DateTimeFormatter;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.concurrent.CompletableFuture;
 
 import cn.hutool.core.text.StrFormatter;
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.json.JSONUtil;
 import lombok.extern.slf4j.Slf4j;
 
 /**
@@ -59,30 +55,21 @@ public static MetricsContextHolder getInstances() {
 
     public void sendAsync(String key, MetricsVO o) {
         CompletableFuture.runAsync(() -> {
-            metricsVOS.add(o);
-            long duration = System.currentTimeMillis() - lastDumpTime;
-            synchronized (metricsVOS) {
-                if (metricsVOS.size() > 1000 || duration > 1000 * 5) {
-                    writeMetrics(metricsVOS);
-                    metricsVOS.clear();
-                }
-            }
-            String topic = StrFormatter.format("{}/{}", SseTopic.METRICS.getValue(), key);
-            SseSessionContextHolder.sendTopic(topic, o);
-        });
-    }
-
-    private static synchronized void writeMetrics(List<MetricsVO> metricsList) {
-        ObjectUtil.clone(metricsList).forEach(metrics -> {
-            LocalDateTime now = metrics.getHeartTime();
-            metrics.setDate(now.format(DateTimeFormatter.ofPattern("yyyy-MM-dd")));
-            metrics.setContent(JSONUtil.toJsonStr(metrics.getContent()));
-        });
-        try {
-            PaimonUtil.write(PaimonTableConstant.DINKY_METRICS, metricsList, MetricsVO.class);
-        } catch (Exception e) {
-            // todo 此处最好发个告警
-            log.error("write metrics error", e);
-        }
+                    metricsVOS.add(o);
+                    long duration = System.currentTimeMillis() - lastDumpTime;
+                    synchronized (metricsVOS) {
+                        if (metricsVOS.size() > 1000 || duration > 1000 * 5) {
+                            PaimonUtil.write(PaimonTableConstant.DINKY_METRICS, metricsVOS, MetricsVO.class);
+                            metricsVOS.clear();
+                        }
+                    }
+                    String topic = StrFormatter.format("{}/{}", SseTopic.METRICS.getValue(), key);
+                    SseSessionContextHolder.sendTopic(topic, o);
+                })
+                .whenComplete((v, t) -> {
+                    if (t != null) {
+                        log.error("send metrics async error", t);
+                    }
+                });
     }
 }
diff --git a/dinky-admin/src/main/java/org/dinky/job/handler/JobRefreshHandler.java b/dinky-admin/src/main/java/org/dinky/job/handler/JobRefreshHandler.java
index e236d27db3..c1d28374f7 100644
--- a/dinky-admin/src/main/java/org/dinky/job/handler/JobRefreshHandler.java
+++ b/dinky-admin/src/main/java/org/dinky/job/handler/JobRefreshHandler.java
@@ -95,8 +95,10 @@ public static boolean refreshJob(JobInfoDetail jobInfoDetail, boolean needSave)
         JobDataDto jobDataDto = jobInfoDetail.getJobDataDto();
         String oldStatus = jobInstance.getStatus();
 
-        // Local mode without rest port parameter unable to monitor
+        // Cluster information is missing and cannot be monitored
         if (Asserts.isNull(jobInfoDetail.getClusterInstance())) {
+            jobInstance.setStatus(JobStatus.UNKNOWN.getValue());
+            jobInstanceService.updateById(jobInstance);
             return true;
         }
         // Update the value of JobData from the flink api while ignoring the null value to prevent
diff --git a/dinky-admin/src/main/java/org/dinky/job/handler/SystemMetricsHandler.java b/dinky-admin/src/main/java/org/dinky/job/handler/SystemMetricsHandler.java
index 0ad409e962..50df79d261 100644
--- a/dinky-admin/src/main/java/org/dinky/job/handler/SystemMetricsHandler.java
+++ b/dinky-admin/src/main/java/org/dinky/job/handler/SystemMetricsHandler.java
@@ -28,6 +28,7 @@
 import org.dinky.data.vo.MetricsVO;
 
 import java.time.LocalDateTime;
+import java.time.format.DateTimeFormatter;
 
 import lombok.extern.slf4j.Slf4j;
 
@@ -47,6 +48,7 @@ public static void refresh() {
         metrics.setContent(metricsTotal);
         metrics.setHeartTime(now);
         metrics.setModel(MetricsType.LOCAL.getType());
+        metrics.setDate(now.format(DateTimeFormatter.ofPattern("yyyy-MM-dd")));
         MetricsContextHolder.getInstances().sendAsync(metrics.getModel(), metrics);
 
         log.debug("Collecting jvm information ends.");
diff --git a/dinky-admin/src/main/java/org/dinky/service/impl/MonitorServiceImpl.java b/dinky-admin/src/main/java/org/dinky/service/impl/MonitorServiceImpl.java
index 6aa73a3fc1..27dc0cba3f 100644
--- a/dinky-admin/src/main/java/org/dinky/service/impl/MonitorServiceImpl.java
+++ b/dinky-admin/src/main/java/org/dinky/service/impl/MonitorServiceImpl.java
@@ -65,7 +65,7 @@ public class MonitorServiceImpl extends ServiceImpl<MetricsMapper, Metrics> impl
     private final Executor scheduleRefreshMonitorDataExecutor;
 
     @Override
-    public List<MetricsVO> getData(Date startTime, Date endTime, List<String> jobIds) {
+    public List<MetricsVO> getData(Date startTime, Date endTime, List<String> models) {
         endTime = Opt.ofNullable(endTime).orElse(DateUtil.date());
         Timestamp startTS = Timestamp.fromLocalDateTime(DateUtil.toLocalDateTime(startTime));
         Timestamp endTS = Timestamp.fromLocalDateTime(DateUtil.toLocalDateTime(endTime));
@@ -78,7 +78,7 @@ public List<MetricsVO> getData(Date startTime, Date endTime, List<String> jobIds
             Predicate greaterOrEqual = p.greaterOrEqual(0, startTS);
             Predicate lessOrEqual = p.lessOrEqual(0, endTS);
             Predicate local =
-                    p.in(1, jobIds.stream().map(BinaryString::fromString).collect(Collectors.toList()));
+                    p.in(1, models.stream().map(BinaryString::fromString).collect(Collectors.toList()));
             return CollUtil.newArrayList(local, greaterOrEqual, lessOrEqual);
         };
         List<MetricsVO> metricsVOList =
diff --git a/dinky-common/src/main/java/org/dinky/data/metrics/MetricsTotal.java b/dinky-common/src/main/java/org/dinky/data/metrics/MetricsTotal.java
index 7d5d2962b7..e8903c41c2 100644
--- a/dinky-common/src/main/java/org/dinky/data/metrics/MetricsTotal.java
+++ b/dinky-common/src/main/java/org/dinky/data/metrics/MetricsTotal.java
@@ -19,13 +19,15 @@
 
 package org.dinky.data.metrics;
 
+import java.io.Serializable;
+
 import cn.hutool.core.lang.Singleton;
 import lombok.Getter;
 import lombok.Setter;
 
 @Getter
 @Setter
-public class MetricsTotal {
+public class MetricsTotal implements Serializable {
 
     public static volatile MetricsTotal instance = Singleton.get(MetricsTotal.class);