Turbine: Facebook's Service Management Platform for Stream Processing

• Published in: Data engineering pp. 1591 - 1602
• Main Authors: Mei, Yuan, Cheng, Luwei, Talwar, Vanish, Levin, Michael Y., Jacques-Silva, Gabriela, Simha, Nikhil, Banerjee, Anirban, Smith, Brian, Williamson, Tim, Yilmaz, Serhat, Chen, Weitao, Chen, Guoqiang Jerry
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.04.2020
• Subjects: Cluster Management; Stream Processing

The demand for stream processing at Facebook has grown as services increasingly rely on real-time signals to speed up decisions and actions. Emerging real-time applications require strict Service Level Objectives (SLOs) with low downtime and processing lag-even in the presence of failures and load v...