On my laptop, set String directly is always proformace better than set byte[], even with Serialization mechanism when I test with Jedis. I am confused that if String should be serialized when call jedis set(String, String)? If Serialization mechanism happend, isn't is the default mechaism as I write in my SerializeUtil below? 
My code is below:
   public void testRedis() {
        long startTime = System.currentTimeMillis();
        for (int i = 0; i < count; i++) {
            StringBuilder sb = new StringBuilder(str);
            sb.append(i);
            jedis.set(sb.toString(), value);
        }
        long endTime = System.currentTimeMillis();
        System.out.println("default: " + (endTime - startTime));
        startTime = System.currentTimeMillis();
        for (int i = 0; i < count; i++) {
            StringBuilder sb = new StringBuilder(str);
            sb.append(i);
            jedis.set(sb.toString().getBytes(), value.getBytes());
        }
        endTime = System.currentTimeMillis();
        System.out.println("byte: " + (endTime - startTime));
        startTime = System.currentTimeMillis();
        for (int i = 0; i < count; i++) {
            StringBuilder sb = new StringBuilder(str);
            sb.append(i);
            jedis.set(SerializeUtil.serDefaultString(sb.toString()), SerializeUtil.serDefaultString(value));
        }
        endTime = System.currentTimeMillis();
        System.out.println("default ser: " + (endTime - startTime));
        startTime = System.currentTimeMillis();
        for (int i = 0; i < count; i++) {
            StringBuilder sb = new StringBuilder(str);
            sb.append(i);
            jedis.set(SerializeUtil.serUTFString(sb.toString()), SerializeUtil.serUTFString(value));
        }
        endTime = System.currentTimeMillis();
        System.out.println("utf ser: " + (endTime - startTime));
    }
Maybe SerializeUtil is need :
public static byte[] serDefaultString(String data) {
        byte[] result = null;
        ObjectOutputStream oos = null;
        ByteArrayOutputStream byteArray = new ByteArrayOutputStream();
        try {
            oos = new ObjectOutputStream(byteArray);
            try {
                oos.writeObject(data);
                oos.flush();
                result = byteArray.toByteArray();
            } finally {
                oos.close();
            }
        } catch(IOException e) {
            e.printStackTrace();
        }
        return result;
    }
public static byte[] serUTFString(String data) {
        byte[] result = null;
        ObjectOutputStream oos = null;
        ByteArrayOutputStream byteArray = new ByteArrayOutputStream();
        try {
            oos = new ObjectOutputStream(byteArray);
            try {
                oos.writeUTF(data);
                oos.flush();
                result = byteArray.toByteArray();
            } finally {
                oos.close();
            }
        } catch (Exception e) {
            e.printStackTrace();
        }
        return result;
    }
Is anyone can tell me why?
Replace String operation + to StringBuilder, now set(String, String) is still faster than other approach. 
Another question, Is it necessary to serialize String to bytes when work with set(byte[], byte[]) or just call String.getBytes[] ?
 
    