Scheduling of Streaming Data Processing with Overload of Resources using Genetic Algorithm.

Mikhail Melnik Denis A. Nasonov Nikolay Butakov

Published in: IJCCI (2018)

Keyphrases

data processing
genetic algorithm
resource allocation
resource constraints
allocate resources
stream processing
resource utilization
computational grids
scheduling problem

resource consumption
scheduling algorithm
resource requirements
data analysis
multi objective
data management
job shop scheduling problem
resource management
limited resources

data acquisition
grid environment
evolutionary algorithm
grid resource
round robin
resource allocation and scheduling
web resources
fitness function
response time

video streaming
genetic algorithm ga
data streams
resource scheduling
scarce resources
real time
fuzzy logic
objective function
data sets