Real-Time System Prediction for Heart Rate Using Deep Learning and Stream Processing Platforms

Table 5

Generated data samples and their corresponding predicted HR.

Time (min)	HR in Kafka queue	Spark streams	Predicted HR
1–3	[56.8616, 57.0785, 56.898]	[56.8616, 57.0785, 56.8985]	[60.3684, 61.4218, 62.7123, 63.9552, 65.3004]
1–4	[56.86163, 57.0785, 56.8985, 59.7279]	[57.0785, 56.8985, 59.7279]	[59.8236, 60.8004, 61.7510, 62.7102, 63.6634]
3–5	[56.8616, 57.0785, 56.8985, 59.727, 58.8089, 58.5289]	[56.8985, 59.7279, 58.8089]	[59.5885, 60.5639, 61.5514, 62.4929, 63.4583]