Energy-efficient acceleration of MapReduce applications using FPGAs

Mathematics

• MapReduce 100%
• Energy Efficient 96%
• Field Programmable Gate Array 93%
• Server 52%
• Hardware 36%
• Energy Efficiency 33%
• Architecture 32%
• Streaming 26%
• Hardware/software Co-design 21%
• Speedup 20%
• Software 17%
• Performance 17%
• Power Consumption 15%
• Cost Analysis 15%
• Naive Bayes 15%
• K-means 13%
• K-nearest Neighbor 13%
• Execution Time 12%
• Scalability 12%
• Number system 12%
• Large Data 12%
• Support Vector Machine 12%
• Vertex of a graph 11%
• Accelerate 10%
• Profile 8%
• Costs 7%
• Language 7%
• Hardware Acceleration 3%

Engineering & Materials Science

• Field programmable gate arrays (FPGA) 48%
• Servers 26%
• Computer hardware 26%
• Atoms 23%
• Big data 13%
• Program processors 12%
• Energy efficiency 11%
• Data Analytics 8%
• Scalability 5%
• Support vector machines 5%
• Costs 5%
• Electric power utilization 5%