An Effective Classification Approach for Big Data Security Based on GMPLS/MPLS Networks

Algorithm 2

Big data security analysis and processing based on velocity and variety.

Step 1: Receive (Labeled Big Data Traffic_, Gateway_number, Factor_Vel_Var,

DSD_prob);

   Function for getting Big Data traffic by Name_node

   Where:

   Labeled Big Data Traffic_ traffic label (TL), Data (D),

   Gateway_number Value of Gateway sending labeled Big Data traffic (GN)

   Factor_Value Factor type ( Var || Vel):

      Assumptions:

        (i) Data Source and Destination (DSD) information are used and

         integrated in Labeled traffic.

        (ii) Data source indicates the type of data (e.g., streaming data,

         structured nor not, ect.).

        (iii) DSD_prob is the probability of the Velocity or Variety data

         type.

Step 2: Forward (Data_node_, Security_Service)

   Function for distributing the labeled traffic for the designated data node(s) with

security service assignment:

   Based on the DSD probability value(s), decision is made on the security service?

   True then go to data_node(s) assigned to analyze and process security services.

Step 3: Go to step 1