Improving throughput and reliability of distributed scientific workflows for streaming data processing

Keyphrases

• Scientific Workflows 100%
• Stream Processing 100%
• Scientific Applications 50%
• High-throughput 50%
• Existing Algorithms 50%
• Computing Technology 50%
• Mapping Solution 50%
• Wide Area Networks 50%
• Distributed Processing 50%
• Distributed Workflow 50%
• Simulation Performance 50%
• Performance Comparison 50%
• Overall Failure 50%
• Reliability Level 50%
• Failure Rate 50%
• Faulty Network 50%
• Large-scale Distributed Data 50%
• Probabilistic Failure 50%
• Bi-objective Optimization Problem 50%
• Layer-oriented 50%

Computer Science

• Data Processing 100%
• Scientific Workflow 100%
• Data Streaming 100%
• Optimization Problem 33%
• High Throughput 33%
• Experimental Result 33%
• Scientific Application 33%
• Computing Technology 33%
• Objective Optimization 33%
• Wide Area Network 33%
• Performance Comparison 33%
• Oriented Method 33%