diff --git a/src/relay/loadbalancing/server/ping.rs b/src/relay/loadbalancing/server/ping.rs
index b7910b8e..19ef3fd2 100644
--- a/src/relay/loadbalancing/server/ping.rs
+++ b/src/relay/loadbalancing/server/ping.rs
@@ -1,7 +1,7 @@
 use std::{
     io,
     sync::{
-        atomic::{AtomicBool, AtomicU64, Ordering},
+        atomic::{AtomicBool, AtomicU64, AtomicUsize, Ordering},
         Arc,
     },
     time::{Duration, Instant},
@@ -34,15 +34,25 @@ impl Server {
             available: AtomicBool::new(true),
         }
     }
+
+    fn is_available(&self) -> bool {
+        self.available.load(Ordering::Acquire)
+    }
+
+    fn delay(&self) -> u64 {
+        self.elapsed.load(Ordering::Acquire)
+    }
 }
 
-#[derive(Clone)]
-pub struct PingBalancer {
+const DEFAULT_CHECK_INTERVAL_SEC: u64 = 10;
+
+struct Inner {
     servers: Vec<Arc<Server>>,
+    best_idx: AtomicUsize,
 }
 
-impl PingBalancer {
-    pub fn new(context: SharedContext) -> PingBalancer {
+impl Inner {
+    fn new(context: SharedContext) -> Inner {
         let config = context.config();
 
         if config.server.is_empty() {
@@ -65,33 +75,39 @@ impl PingBalancer {
 
             tokio::spawn(
                 // Check every 10 seconds
-                Interval::new(Instant::now() + Duration::from_secs(1), Duration::from_secs(10))
-                    .for_each(move |_| {
-                        let sc = sc.clone();
+                Interval::new(
+                    Instant::now() + Duration::from_secs(1),
+                    Duration::from_secs(DEFAULT_CHECK_INTERVAL_SEC),
+                )
+                .for_each(move |_| {
+                    let sc = sc.clone();
 
-                        let fut1 = PingBalancer::check_delay(sc.clone(), context.clone(), addr.clone());
-                        let fut2 = PingBalancer::check_delay(sc.clone(), context.clone(), addr.clone());
-                        let fut3 = PingBalancer::check_delay(sc.clone(), context.clone(), addr.clone());
+                    let fut1 = Inner::check_delay(sc.clone(), context.clone(), addr.clone());
+                    let fut2 = Inner::check_delay(sc.clone(), context.clone(), addr.clone());
+                    let fut3 = Inner::check_delay(sc.clone(), context.clone(), addr.clone());
 
-                        fut1.join3(fut2, fut3).then(move |res| {
-                            match res {
-                                Ok((d1, d2, d3)) => {
-                                    sc.available.store(true, Ordering::Release);
-                                    sc.elapsed.store((d1 + d2 + d3) / 3, Ordering::Release);
-                                }
-                                Err(..) => {
-                                    sc.available.store(false, Ordering::Release);
-                                }
+                    fut1.join3(fut2, fut3).then(move |res| {
+                        match res {
+                            Ok((d1, d2, d3)) => {
+                                sc.available.store(true, Ordering::Release);
+                                sc.elapsed.store((d1 + d2 + d3) / 3, Ordering::Release);
                             }
+                            Err(..) => {
+                                sc.available.store(false, Ordering::Release);
+                            }
+                        }
 
-                            Ok(())
-                        })
+                        Ok(())
                     })
-                    .map_err(|_| ()),
+                })
+                .map_err(|_| ()),
             );
         }
 
-        PingBalancer { servers }
+        Inner {
+            servers,
+            best_idx: AtomicUsize::new(0),
+        }
     }
 
     fn check_delay(
@@ -136,51 +152,76 @@ impl PingBalancer {
     }
 }
 
+#[derive(Clone)]
+pub struct PingBalancer {
+    inner: Arc<Inner>,
+}
+
+impl PingBalancer {
+    pub fn new(context: SharedContext) -> PingBalancer {
+        let inner = Arc::new(Inner::new(context));
+
+        let inner_cloned = inner.clone();
+        tokio::spawn(
+            Interval::new(
+                Instant::now() + Duration::from_secs(2),
+                Duration::from_secs(DEFAULT_CHECK_INTERVAL_SEC),
+            )
+            .for_each(move |_| {
+                let inner = inner_cloned.clone();
+
+                if inner.servers.is_empty() {
+                    panic!("No server");
+                }
+
+                // Choose the best one
+                let mut svr_idx = 0;
+
+                for (idx, svr) in inner.servers.iter().enumerate() {
+                    let choosen_svr = &inner.servers[svr_idx];
+                    if svr.is_available() && (!choosen_svr.is_available() || svr.delay() < choosen_svr.delay()) {
+                        svr_idx = idx;
+                    }
+                }
+
+                let choosen_svr = &inner.servers[svr_idx];
+                if svr_idx == 0 && !choosen_svr.is_available() {
+                    // Cannot find any usable servers, use the first one (svr_idx = 0)
+                    error!(
+                        "cannot find any usable servers, picked {} delay {} ms",
+                        choosen_svr.config.addr(),
+                        choosen_svr.delay()
+                    );
+                } else {
+                    debug!(
+                        "chosen the best server {} delay {} ms",
+                        choosen_svr.config.addr(),
+                        choosen_svr.delay()
+                    );
+                }
+
+                inner.best_idx.store(svr_idx, Ordering::Release);
+
+                Ok(())
+            })
+            .map_err(|_| ()),
+        );
+
+        PingBalancer { inner }
+    }
+}
+
 impl LoadBalancer for PingBalancer {
     fn pick_server(&mut self) -> Arc<ServerConfig> {
-        if self.servers.is_empty() {
-            panic!("No server");
+        if self.inner.servers.is_empty() {
+            panic!("no server in configuration");
         }
 
-        // Choose the best one
-        let mut choosen_svr = &self.servers[0];
-        let mut found_one = false;
-
-        for svr in &self.servers {
-            if svr.available.load(Ordering::Acquire)
-                && (!choosen_svr.available.load(Ordering::Acquire)
-                    || svr.elapsed.load(Ordering::Acquire) < choosen_svr.elapsed.load(Ordering::Acquire))
-            {
-                found_one = true;
-                choosen_svr = svr;
-            }
-        }
-
-        if !found_one && !choosen_svr.available.load(Ordering::Acquire) {
-            // Just choose one available
-            for svr in &self.servers {
-                if svr.available.load(Ordering::Acquire) {
-                    choosen_svr = svr;
-                }
-            }
-
-            debug!(
-                "cannot find any available servers, picked {} delay {} ms",
-                choosen_svr.config.addr(),
-                choosen_svr.elapsed.load(Ordering::Acquire)
-            );
-        } else {
-            debug!(
-                "choosen the best server {} delay {} ms",
-                choosen_svr.config.addr(),
-                choosen_svr.elapsed.load(Ordering::Acquire)
-            );
-        }
-
-        choosen_svr.config.clone()
+        let idx = self.inner.best_idx.load(Ordering::Acquire);
+        self.inner.servers[idx].config.clone()
     }
 
     fn total(&self) -> usize {
-        self.servers.len()
+        self.inner.servers.len()
     }
 }