An Application of Sensor and Streaming Analytics to Oil Production

Krishnamurthy Viswanathan, Chetan Gupta, Choudur Lakshminarayan, Ming C. Hao, Umeshwar Dayal, Ravigopal Vennelakanti, Paul Helm, Sumitha Rangaiah, Harikrishnam-Raju Sagiraju, Sunil Doddmani
2011 International Conference on Management of Data  
At HP Labs, we are building "Live Operational Intelligence (Live OI) System"a system that ingests streams of operational data generated by multiple sources such as sensors and operational logs, and provides the operational staff real time insights in terms of suggested actions, event correlations, predictions, root cause analysis and visualization. In a Live OI framework some models are learnt offline and then deployed online, and some models are learnt online. Live OI system also supports
more » ... ing of historical data to find past occurrences of patterns and suggested actions, and a dashboard for humans to monitor and interact with the operational system. This paper describes the highlights of the Live OI system as applied to monitoring oil production operation, through the discussion of use cases.
dblp:conf/comad/ViswanathanGLHDVHRSD11 fatcat:5zlypay3hvfedhbciwv763w6ri