diff --git a/pa_config/log4j2.xml b/pa_config/log4j2.xml
index 692d595f4..9d14c33e7 100644
--- a/pa_config/log4j2.xml
+++ b/pa_config/log4j2.xml
@@ -4,14 +4,34 @@
         <Console name="Console" target="SYSTEM_OUT">
             <PatternLayout pattern="%d{HH:mm:ss.SSS} [%t] %-5level %logger{36} - %msg%n" />
         </Console>
-        <File name="PerformanceAnalyzerLog" fileName="/tmp/PerformanceAnalyzer.log" immediateFlush="true" append="true">
+        <RollingFile name="PerformanceAnalyzerLog" fileName="/tmp/PerformanceAnalyzer.log" filePattern="/tmp/PerformanceAnalyzer.log.%d{yyyy-MM-dd}-%i.gz" immediateFlush="true" append="true">
             <PatternLayout pattern="%d{yyy-MM-dd HH:mm:ss.SSS} [PA:Reader] [%t] %-5level %logger{36} - %msg%n"/>
-        </File>
-        <File name="StatsLog" fileName="/tmp/performance_analyzer_agent_stats.log" immediateFlush="true" append="true">
-        </File>
+            <Policies>
+                <TimeBasedTriggeringPolicy interval="1" modulate="true"/>
+                <SizeBasedTriggeringPolicy size="128 MB"/>
+            </Policies>
+            <DefaultRolloverStrategy>
+                <Delete basePath="/tmp">
+                    <IfFileName glob="PerformanceAnalyzer.log.*.gz" />
+                    <IfAccumulatedFileSize exceeds="2 GB" />
+                </Delete>
+            </DefaultRolloverStrategy>
+        </RollingFile>
+        <RollingFile name="StatsLog" fileName="/tmp/performance_analyzer_agent_stats.log" filePattern="/tmp/performance_analyzer_agent_stats.log.%d{yyyy-MM-dd}-%i.gz" immediateFlush="true" append="true">
+            <Policies>
+                <TimeBasedTriggeringPolicy interval="1" modulate="true"/>
+                <SizeBasedTriggeringPolicy size="128 MB"/>
+            </Policies>
+            <DefaultRolloverStrategy>
+                <Delete basePath="/tmp">
+                    <IfFileName glob="performance_analyzer_agent_stats.log.*.gz" />
+                    <IfAccumulatedFileSize exceeds="2 GB" />
+                </Delete>
+            </DefaultRolloverStrategy>
+        </RollingFile>
     </Appenders>
     <Loggers>
-        <Logger name="stats_log" level="info" additivity="false">
+        <Logger name="stats_log" level="debug" additivity="false">
             <AppenderRef ref="StatsLog"/>
         </Logger>
         <Root level="error">
diff --git a/src/main/java/org/opensearch/performanceanalyzer/collectors/StatsCollector.java b/src/main/java/org/opensearch/performanceanalyzer/collectors/StatsCollector.java
index 1d4fe3e3f..0d31ffc52 100644
--- a/src/main/java/org/opensearch/performanceanalyzer/collectors/StatsCollector.java
+++ b/src/main/java/org/opensearch/performanceanalyzer/collectors/StatsCollector.java
@@ -224,7 +224,9 @@ private static void writeStats(
 
         addEntry("Counters", getCountersString(counters), builder);
         builder.append(LOG_ENTRY_END); // + LOG_LINE_BREAK);
-        STATS_LOGGER.info(builder.toString());
+        /* Setting this log level to debug (and not info) to avoid logging noisy plugin stats
+        logs to the console and opensearch.log file */
+        STATS_LOGGER.debug(builder.toString());
     }
 
     private static String getCountersString(Map<String, AtomicInteger> counters) {