1. A system with actor oriented platform for Big Data processing comprising: an actor network connected to a cloud server in a cloud network, and wherein the actor network comprises a plurality of actors; a distributed virtual machine (DVM) network connected to the actor network, and wherein the DVM network comprises a plurality of DVMs, and wherein the plurality of actors is connected respectively to the plurality of DVMs based on a predefined protocol; a system server connected to the cloud server, the actor network and the DVM network; a scheduler provided in the system server to schedule the resources connected to an actor in the actor network; a stop and start mechanism provided in the server to change a connection between the plurality of actors and the plurality of DVMs, wherein the stop and start mechanism is operated to stop an operation of a process agent in a first DVM and to start an operation of a process agent in a second DVM, when the process agent in the first DVM consumes extra resources, and wherein the start and stop mechanism is operated to execute a cloud balancer application platform to provide a first command to the first DVM to stop the operation of the process agent in the first DVM and a second command to the second DVM to start the operation of the second DVM; and a cloud balancer provided in the server and connected to the actor in the actor network; wherein the system server sends a message to the actor to disconnect an actor connected to one DVM and to connect the actor to another DVM based on the load of the process agent present in each DVM to balance the load on the actor, and wherein the server adds three fundamental operations over the actor system to manage schedules, to provide resources and to enable messaging for an asynchronous set of actors in the actor network, and wherein the three fundamental operations includes Perform, Transform and Balance (PTB) operations, and wherein the actors are organized in Actor Sets to realize a protocol, application or data operators that are connected to other actors based on a process composition defined by the PTB operations, and wherein the Perform operation is added to realizes a continuous message routing service, and wherein the Transfer operation is added to define a piped topology and interconnection of two actors in the actor system to provide a continuous service, and wherein the Balance operation is added to define a separation paradigm of service results, and wherein the server uses functional programming and scala to realize perform, transform and balance operations over actor systems.