Can java.util.logging style logging.properties be loaded on JBoss EAP 7?

Issue

We are trying to use 3rd party library with the following java.util.logging(JUL) style property file that works on non-jboss environment. However, logging.properties is not loaded properly.

import java.io.IOException;
import java.io.InputStream;
import java.util.logging.LogManager;
import java.util.logging.Logger;
import javax.servlet.ServletContextEvent;
import javax.servlet.ServletContextListener;
import javax.servlet.annotation.WebListener;

@WebListener
public class LoggingConfigurationListener implements ServletContextListener {
    @Override
    public void contextInitialized(ServletContextEvent servletContextEvent) {
        try (InputStream is = LogUtils.class.getClassLoader().getResourceAsStream("logging.properties")) {
            LogManager logManager = LogManager.getLogManager();
            logManager.readConfiguration(is);
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public void contextDestroyed(ServletContextEvent servletContextEvent) {}
}

Our logging.properties is JUL style property as follows:

handlers = java.util.logging.FileHandler, java.util.logging.ConsoleHandler
.level = INFO

java.util.logging.FileHandler.pattern = /opt/jboss-eap-7.4/standalone/log/util.log
java.util.logging.FileHandler.formatter = java.util.logging.SimpleFormatter
java.util.logging.FileHandler.level = INFO
java.util.logging.FileHandler.append = true
java.util.logging.FileHandler.encoding = UTF-8

java.util.logging.ConsoleHandler.level = FINE
java.util.logging.ConsoleHandler.formatter = org.apache.juli.OneLineFormatter
java.util.logging.ConsoleHandler.encoding = UTF-8

We can see the following message in stdout, when java.util.logging.LogManager#readConfiguration(InputStream is) is called:

Handler java.util.logging.FileHandler is not defined
Handler java.util.logging.ConsoleHandler is not defined