Abstract: Provided is a management system for a big data processing device that includes a system management master node and at least one system management agent node communicatively coupled to the system management master node over a network. A first request-based communication path may be provided for transmitting data from a system management agent node to the system management master node and a second response-based communication path is provided for transmitting data from the system management master node to the system management agent node. The system management agent node may be configured to detect whether an instruction is included in a response received over the second communication path.

Abstract: Provided is a method of processing a big data which may include arranging a plurality of action icons from a palette and a plurality of flow icons representing a non-cyclic order for the plurality of the action icons to generate a workflow, checking a syntax for the plurality of the arranged action icons and the plurality of the flow icons, the syntax being dependent on a corresponding action icon and graphically generating an alarm badge indicating a syntax error for a specific icon when the syntax error for the specific icon is found. Therefore, the method and apparatus may use a Hadoop framework to effectively manage a workflow for processing irregular big data.

Abstract: Provided is a method of processing a big data which may include arranging a plurality of action icons from a palette and a plurality of flow icons representing a non-cyclic order for the plurality of the action icons to generate a workflow, checking a syntax for the plurality of the arranged action icons and the plurality of the flow icons, the syntax being dependent on a corresponding action icon and graphically generating an alarm badge indicating a syntax error for a specific icon when the syntax error for the specific icon is found. Therefore, the method and apparatus may use a Hadoop framework to effectively manage a workflow for processing irregular big data.

Abstract: Provided is a management system for a big data processing device that includes a system management master node and at least one system management agent node communicatively coupled to the system management master node over a network. A first request-based communication path may be provided for transmitting data from a system management agent node to the system management master node and a second response-based communication path is provided for transmitting data from the system management master node to the system management agent node.