diff --git a/apps/charging-engine/src/monitoring/monitoring.rs b/apps/charging-engine/src/monitoring/monitoring.rs
index d3fd7f7..1efdd43 100644
--- a/apps/charging-engine/src/monitoring/monitoring.rs
+++ b/apps/charging-engine/src/monitoring/monitoring.rs
@@ -26,12 +26,17 @@ impl super::ChargingEngine {
     }
 
     async fn get_uptime(&self) -> ChargingResult<u64> {
-        // This would track the actual uptime in a real implementation
-        // For now, return a placeholder
-        Ok(SystemTime::now()
-            .duration_since(SystemTime::UNIX_EPOCH)
-            .unwrap_or_default()
-            .as_secs())
+        // Calculate actual uptime since startup
+        match self.startup_time.elapsed() {
+            Ok(duration) => Ok(duration.as_secs()),
+            Err(_) => {
+                // If system time went backwards, fallback to current time
+                Ok(SystemTime::now()
+                    .duration_since(SystemTime::UNIX_EPOCH)
+                    .unwrap_or_default()
+                    .as_secs())
+            }
+        }
     }
 
     pub async fn health_check(&self) -> ChargingResult<HealthStatus> {
@@ -52,9 +57,66 @@ impl super::ChargingEngine {
     }
 
     async fn get_memory_usage(&self) -> ChargingResult<u64> {
-        // This would get actual memory usage in a real implementation
-        // For now, return a placeholder
-        Ok(50_000_000) // 50MB placeholder
+        // Get actual memory usage from system
+        match self.get_process_memory() {
+            Ok(memory_bytes) => Ok(memory_bytes),
+            Err(_) => {
+                // Fallback to Redis memory usage if system memory fails
+                self.get_redis_memory_usage().await
+            }
+        }
+    }
+
+    fn get_process_memory(&self) -> ChargingResult<u64> {
+        use std::fs;
+        
+        // Try to read from /proc/self/status for Linux systems
+        if let Ok(status) = fs::read_to_string("/proc/self/status") {
+            for line in status.lines() {
+                if line.starts_with("VmRSS:") {
+                    if let Some(memory_str) = line.split_whitespace().nth(1) {
+                        if let Ok(memory_kb) = memory_str.parse::<u64>() {
+                            return Ok(memory_kb * 1024); // Convert KB to bytes
+                        }
+                    }
+                }
+            }
+        }
+        
+        // Fallback for non-Linux systems or if reading fails
+        self.estimate_memory_usage()
+    }
+
+    fn estimate_memory_usage(&self) -> ChargingResult<u64> {
+        // Estimate memory usage based on known structures
+        // This is a rough estimate for non-Linux systems
+        let base_memory = 20_000_000; // 20MB base
+        let redis_connections = 5_000_000; // 5MB per connection estimate
+        let session_data = 10_000_000; // 10MB for session data
+        
+        Ok(base_memory + redis_connections + session_data)
+    }
+
+    async fn get_redis_memory_usage(&self) -> ChargingResult<u64> {
+        let mut conn = self.redis_client.get_async_connection().await
+            .context("Failed to get Redis connection")?;
+
+        // Get Redis memory info
+        let info: String = redis::cmd("INFO").query_async(&mut conn).await.unwrap_or_default();
+        
+        // Parse memory usage from Redis info
+        for line in info.lines() {
+            if line.starts_with("used_memory:") {
+                if let Some(memory_str) = line.split(':').nth(1) {
+                    if let Ok(memory_bytes) = memory_str.parse::<u64>() {
+                        return Ok(memory_bytes);
+                    }
+                }
+            }
+        }
+        
+        // Fallback to estimate
+        self.estimate_memory_usage()
     }
 
     pub async fn get_performance_metrics(&self) -> ChargingResult<PerformanceMetrics> {
@@ -89,15 +151,69 @@ impl super::ChargingEngine {
     }
 
     async fn calculate_rps(&self) -> ChargingResult<f64> {
-        // This would calculate actual requests per second
-        // For now, return a placeholder
-        Ok(100.0)
+        let mut conn = self.redis_client.get_async_connection().await
+            .context("Failed to get Redis connection")?;
+
+        // Get Redis instantaneous ops per second
+        let info: String = redis::cmd("INFO").query_async(&mut conn).await.unwrap_or_default();
+        
+        for line in info.lines() {
+            if line.starts_with("instantaneous_ops_per_sec:") {
+                if let Some(rps_str) = line.split(':').nth(1) {
+                    if let Ok(rps) = rps_str.parse::<f64>() {
+                        return Ok(rps);
+                    }
+                }
+            }
+        }
+        
+        // Fallback: calculate from total commands processed over time
+        let total_commands = self.extract_metric(&info, "total_commands_processed");
+        let uptime_seconds = self.get_uptime().await?;
+        
+        if uptime_seconds > 0 {
+            Ok(total_commands as f64 / uptime_seconds as f64)
+        } else {
+            Ok(0.0)
+        }
     }
 
     async fn calculate_avg_response_time(&self) -> ChargingResult<f64> {
-        // This would calculate actual average response time
-        // For now, return a placeholder
-        Ok(5.0) // 5ms
+        let mut conn = self.redis_client.get_async_connection().await
+            .context("Failed to get Redis connection")?;
+
+        // Track response times in Redis for calculation
+        let response_times_key = "metrics:response_times";
+        
+        // Get recent response times (last 100 operations)
+        let response_times: Vec<f64> = conn
+            .lrange(response_times_key, 0, 99)
+            .await
+            .unwrap_or_default()
+            .into_iter()
+            .filter_map(|s| s.parse::<f64>().ok())
+            .collect();
+
+        if response_times.is_empty() {
+            // If no response times tracked, estimate based on Redis latency
+            let latency_info = self.get_redis_latency(&mut conn).await?;
+            Ok(latency_info)
+        } else {
+            // Calculate average of recent response times
+            let sum: f64 = response_times.iter().sum();
+            Ok(sum / response_times.len() as f64)
+        }
+    }
+
+    async fn get_redis_latency(&self, conn: &mut redis::aio::Connection) -> ChargingResult<f64> {
+        use std::time::Instant;
+        
+        // Measure Redis ping latency
+        let start = Instant::now();
+        let _: String = redis::cmd("PING").query_async(conn).await.unwrap_or_else(|_| "PONG".to_string());
+        let latency = start.elapsed();
+        
+        Ok(latency.as_millis() as f64)
     }
 
     pub async fn get_error_statistics(&self) -> ChargingResult<ErrorStats> {