javax.naming.NameNotFoundException: SpecOpsDB -- service jboss.naming.context.java.jboss.exported.SpecOpsDB
    at org.jboss.as.naming.ServiceBasedNamingStore.lookup(ServiceBasedNamingStore.java:97)
    at org.jboss.as.naming.NamingContext.lookup(NamingContext.java:177)
    at org.jboss.naming.remote.protocol.v1.Protocol$1.handleServerMessage(Protocol.java:124)
    at org.jboss.naming.remote.protocol.v1.RemoteNamingServerV1$MessageReciever$1.run(RemoteNamingServerV1.java:70)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
    at java.lang.Thread.run(Thread.java:745)

<datasources>
    <datasource pool-name="SpecOpsDB" jndi-name="java:/SpecOpsDB"
        enabled="true" use-java-context="true">
        <connection-url>jdbc:mysql://localhost:3306/spec_ops_schema</connection-url>
        <driver>com.mysql</driver>
        <pool>
            <min-pool-size>5</min-pool-size>
            <max-pool-size>20</max-pool-size>
            <prefill>true</prefill>
        </pool>
        <security>
            <user-name>root</user-name>
            <password>root</password>
        </security>
    </datasource>
    <drivers>
        <driver name="com.mysql" module="com.mysql">
            <datasource-class>com.mysql.jdbc.jdbc2.optional.MysqlDataSource</datasource-class>
        </driver>
    </drivers>
</datasources>

<module xmlns="urn:jboss:module:1.0" name="com.mysql">
  <resources>
    <resource-root path="mysql-connector-java-5.1.34-bin.jar"/>
  </resources>
  <dependencies>
    <module name="javax.api"/>
  </dependencies>
</module>

DataSource jBossDataSource = null;
try {
    Properties props = new Properties();
    props.put(Context.INITIAL_CONTEXT_FACTORY,
            "org.jboss.naming.remote.client.InitialContextFactory");
    props.put(Context.PROVIDER_URL, "remote://localhost:4447");
    props.put(Context.SECURITY_PRINCIPAL, "admin");
    props.put(Context.SECURITY_CREDENTIALS, "password");
    Context ctxt = new javax.naming.InitialContext(props);
    log.debug("Context Initialized");
    Object lookup = ctxt.lookup("java:/SpecOpsDB");
    jBossDataSource = (javax.sql.DataSource) lookup;
    log.info("Got JBoss DataSource");
} catch (Exception e) {
    // TODO Auto-generated catch block
    e.printStackTrace();
}

11:01:09,105 INFO  [org.jboss.as.connector.subsystems.datasources] (MSC service thread 1-4) JBAS010400: Bound data source [java:/SpecOpsDB]

Context context = new InitialContext();
DataSource ds = (DataSource) context.lookup("java:/SpecOpsDB"); //using only "SpecOpsDB" should also work