diff --git a/pkg/scheduler/framework/plugins/interpodaffinity/filtering.go b/pkg/scheduler/framework/plugins/interpodaffinity/filtering.go
index c5f0a6088ce..3b3d0f6d9a5 100644
--- a/pkg/scheduler/framework/plugins/interpodaffinity/filtering.go
+++ b/pkg/scheduler/framework/plugins/interpodaffinity/filtering.go
@@ -161,7 +161,7 @@ func (pl *InterPodAffinity) getExistingAntiAffinityCounts(pod *v1.Pod, nsLabels
 		nodeInfo := nodes[i]
 		node := nodeInfo.Node()
 		if node == nil {
-			klog.Error("node not found")
+			klog.ErrorS(nil, "Node not found")
 			return
 		}
 		topoMap := make(topologyToMatchedTermCount)
@@ -200,7 +200,7 @@ func (pl *InterPodAffinity) getIncomingAffinityAntiAffinityCounts(podInfo *frame
 		nodeInfo := allNodes[i]
 		node := nodeInfo.Node()
 		if node == nil {
-			klog.Error("node not found")
+			klog.ErrorS(nil, "Node not found")
 			return
 		}
 		affinity := make(topologyToMatchedTermCount)
diff --git a/pkg/scheduler/framework/plugins/podtopologyspread/filtering.go b/pkg/scheduler/framework/plugins/podtopologyspread/filtering.go
index 6d86cdc84b6..e8a75b5e186 100644
--- a/pkg/scheduler/framework/plugins/podtopologyspread/filtering.go
+++ b/pkg/scheduler/framework/plugins/podtopologyspread/filtering.go
@@ -226,7 +226,7 @@ func (pl *PodTopologySpread) calPreFilterState(pod *v1.Pod) (*preFilterState, er
 	for _, n := range allNodes {
 		node := n.Node()
 		if node == nil {
-			klog.Error("node not found")
+			klog.ErrorS(nil, "Node not found")
 			continue
 		}
 		// In accordance to design, if NodeAffinity or NodeSelector is defined,
@@ -296,7 +296,7 @@ func (pl *PodTopologySpread) Filter(ctx context.Context, cycleState *framework.C
 		tpKey := c.TopologyKey
 		tpVal, ok := node.Labels[c.TopologyKey]
 		if !ok {
-			klog.V(5).Infof("node '%s' doesn't have required label '%s'", node.Name, tpKey)
+			klog.V(5).InfoS("Node doesn't have required label", "node", klog.KObj(node), "label", tpKey)
 			return framework.NewStatus(framework.UnschedulableAndUnresolvable, ErrReasonNodeLabelNotMatch)
 		}
 
@@ -309,7 +309,7 @@ func (pl *PodTopologySpread) Filter(ctx context.Context, cycleState *framework.C
 		paths, ok := s.TpKeyToCriticalPaths[tpKey]
 		if !ok {
 			// error which should not happen
-			klog.Errorf("internal error: get paths from key %q of %#v", tpKey, s.TpKeyToCriticalPaths)
+			klog.ErrorS(nil, "Internal error occurred while retrieving paths from topology key", "topologyKey", tpKey, "paths", s.TpKeyToCriticalPaths)
 			continue
 		}
 		// judging criteria:
@@ -321,7 +321,7 @@ func (pl *PodTopologySpread) Filter(ctx context.Context, cycleState *framework.C
 		}
 		skew := matchNum + selfMatchNum - minMatchNum
 		if skew > c.MaxSkew {
-			klog.V(5).Infof("node '%s' failed spreadConstraint[%s]: MatchNum(%d) + selfMatchNum(%d) - minMatchNum(%d) > maxSkew(%d)", node.Name, tpKey, matchNum, selfMatchNum, minMatchNum, c.MaxSkew)
+			klog.V(5).InfoS("Node failed spreadConstraint: matchNum + selfMatchNum - minMatchNum > maxSkew", "node", klog.KObj(node), "topologyKey", tpKey, "matchNum", matchNum, "selfMatchNum", selfMatchNum, "minMatchNum", minMatchNum, "maxSkew", c.MaxSkew)
 			return framework.NewStatus(framework.Unschedulable, ErrReasonConstraintsNotMatch)
 		}
 	}
diff --git a/pkg/scheduler/framework/plugins/volumezone/volume_zone.go b/pkg/scheduler/framework/plugins/volumezone/volume_zone.go
index 6f12b5cc6ab..fb548121d45 100644
--- a/pkg/scheduler/framework/plugins/volumezone/volume_zone.go
+++ b/pkg/scheduler/framework/plugins/volumezone/volume_zone.go
@@ -157,7 +157,7 @@ func (pl *VolumeZone) Filter(ctx context.Context, _ *framework.CycleState, pod *
 			}
 
 			if !volumeVSet.Has(nodeV) {
-				klog.V(10).Infof("Won't schedule pod %q onto node %q due to volume %q (mismatch on %q)", pod.Name, node.Name, pvName, k)
+				klog.V(10).InfoS("Won't schedule pod onto node due to volume (mismatch on label key)", "pod", klog.KObj(pod), "node", klog.KObj(node), "PV", klog.KRef("", pvName), "PVLabelKey", k)
 				return framework.NewStatus(framework.UnschedulableAndUnresolvable, ErrReasonConflict)
 			}
 		}