On the latency-accuracy tradeoff in approximate MapReduce jobs

Keyphrases

• Approximate Computing 33%
• Approximation Strategy 33%
• Big Data 33%
• Big Data Analytics 33%
• Big Data Platform 33%
• Degree of Approximation 100%
• Dropping Strategies 33%
• Job Scheduling 33%
• Latency 100%
• Latency Distribution 33%
• Latency Metric 33%
• Latency Tail 33%
• MapReduce 66%
• MapReduce Jobs 100%
• MapReduce Platform 33%
• Matrix Analytic Method 33%
• Numerical Analysis 33%
• Optimal Approximation 66%
• Performance Gain 33%
• Potential Performance 33%
• Scheduling Policy 33%
• Stochastic Model 33%
• Stragglers 33%

Computer Science

• Approximate Computing 25%
• Approximation (Algorithm) 75%
• Big Data 50%
• Big Data Analytics 25%
• Job Scheduling 25%
• Map-Reduce 100%
• Mapreduce Platform 25%
• Performance Gain 25%
• Scheduling Policy 25%
• Stochastic Model 25%

Mathematics

• Approximates 100%
• Data Analytics 25%
• Data Input 25%
• Degree of Approximation 25%
• Matrix Analytic Methods 25%
• Numerical Analysis 25%
• Stochastic Model 25%