Big Data & Machine Learning Cloud OnBoard 1 2 1 Typical Big Data Processing 3 2 5 Monitoring Programming 3 6 5 7 6 8 Performance Resource 7 tuning provisioning 9 8 10 9 11 10 12 11 13 Utilization Handling 12 improvements growing scale 14 13 15 14 Deployment & Reliability 16 15 configuration 1716 17 18 Big Data & Machine Learning Cloud OnBoard 1 2 1 Big Data with Google: Focus on insight, not infrastructure. 3 2 5 Programming 3 6 5 7 6 8 7 9 8 10 9 11 10 12 11 13 12 14 13 15 14 16 15 1716 17 18 81