The effective monitoring of big data and telecom networks is becoming more and more crucial nowadays. Network anomalies can cause a decrease in performance , prevent the normal functioning of a network or put the network out of service completely. Deployment and monitoring cost of large networks are costly so network operators are constantly looking for solutions to reduce this cost. One approach employed was the enlargement of the Ethernet technology scope for use in WAN networks that run on gigabit speeds. The Ethernet became a technology used in WAN networks and now known as carrier network. The lack of Operations, Administration and Maintenance (OAM) functionalities for its management was a problem leading to the creation of Ethernet OA...