diff --git a/tools/perf/tests/shell/lib/perf_metric_validation.py b/tools/perf/tests/shell/lib/perf_metric_validation.py
index 81bd2bf38b67..3c3a9b4f8b82 100644
--- a/tools/perf/tests/shell/lib/perf_metric_validation.py
+++ b/tools/perf/tests/shell/lib/perf_metric_validation.py
@@ -12,7 +12,7 @@ class Validator:
         self.reportfname = reportfname
         self.rules = None
         self.collectlist=metrics
-        self.metrics = set()
+        self.metrics = set(metrics)
         self.tolerance = t
 
         self.workloads = [x for x in workload.split(",") if x]
@@ -148,6 +148,7 @@ class Validator:
                 self.errlist.append("Metric '%s' is not collected"%(name))
             elif val < 0:
                 negmetric.add("{0}(={1:.4f})".format(name, val))
+                self.collectlist[0].append(name)
             else:
                 pcnt += 1
             tcnt += 1
@@ -266,6 +267,7 @@ class Validator:
                 passcnt += 1
             else:
                 faillist.append({'MetricName':m['Name'], 'CollectedValue':result})
+                self.collectlist[0].append(m['Name'])
 
         self.totalcnt += totalcnt
         self.passedcnt += passcnt
@@ -348,7 +350,7 @@ class Validator:
             if rule["TestType"] == "RelationshipTest":
                 metrics = [m["Name"] for m in rule["Metrics"]]
                 if not any(m not in collectlist[0] for m in metrics):
-                    collectlist[rule["RuleIndex"]] = set(metrics)
+                    collectlist[rule["RuleIndex"]] = [",".join(list(set(metrics)))]
 
         for idx, metrics in collectlist.items():
             if idx == 0: wl = "sleep 0.5".split()
@@ -356,9 +358,12 @@ class Validator:
             for metric in metrics:
                 command = [tool, 'stat', '-j', '-M', f"{metric}", "-a"]
                 command.extend(wl)
+                print(" ".join(command))
                 cmd = subprocess.run(command, stderr=subprocess.PIPE, encoding='utf-8')
                 data = [x+'}' for x in cmd.stderr.split('}\n') if x]
                 self.convert(data, idx)
+        self.collectlist = dict()
+        self.collectlist[0] = list()
     # End of Collector and Converter
 
     # Start of Rule Generator
@@ -386,6 +391,20 @@ class Validator:
 
         return
 
+    def remove_unsupported_rules(self, rules, skiplist: set = None):
+        for m in skiplist:
+            self.metrics.discard(m)
+        new_rules = []
+        for rule in rules:
+            add_rule = True
+            for m in rule["Metrics"]:
+                if m["Name"] not in self.metrics:
+                    add_rule = False
+                    break
+            if add_rule:
+                new_rules.append(rule)
+        return new_rules
+
     def create_rules(self):
         """
         Create full rules which includes:
@@ -394,7 +413,10 @@ class Validator:
 
         Reindex all the rules to avoid repeated RuleIndex
         """
-        self.rules = self.read_json(self.rulefname)['RelationshipRules']
+        data = self.read_json(self.rulefname)
+        rules = data['RelationshipRules']
+        skiplist = set(data['SkipList'])
+        self.rules = self.remove_unsupported_rules(rules, skiplist)
         pctgrule = {'RuleIndex':0,
                     'TestType':'SingleMetricTest',
                     'RangeLower':'0',
@@ -453,7 +475,8 @@ class Validator:
 
         The final report is written into a JSON file.
         '''
-        self.parse_perf_metrics()
+        if not self.collectlist:
+            self.parse_perf_metrics()
         self.create_rules()
         for i in range(0, len(self.workloads)):
             self._init_data()
diff --git a/tools/perf/tests/shell/lib/perf_metric_validation_rules.json b/tools/perf/tests/shell/lib/perf_metric_validation_rules.json
index debaa910da9f..eb6f59e018b7 100644
--- a/tools/perf/tests/shell/lib/perf_metric_validation_rules.json
+++ b/tools/perf/tests/shell/lib/perf_metric_validation_rules.json
@@ -1,4 +1,15 @@
 {
+    "SkipList": [
+        "tsx_aborted_cycles",
+        "tsx_transactional_cycles",
+        "C2_Pkg_Residency",
+        "C6_Pkg_Residency",
+        "C1_Core_Residency",
+        "C6_Core_Residency",
+        "tma_false_sharing",
+        "tma_remote_cache",
+        "tma_contested_accesses"
+    ],
     "RelationshipRules": [
         {
             "RuleIndex": 1,