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November 12-15
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Experience in Designing & Implementing a Cloud Native Framework for Farm Data Analytics - Braulio Dumba, IBM & Gloire Rubambiza, Cornell University
Wednesday November 13, 2024 4:30pm - 5:05pm MST
Salt Palace | Level 2 | 255 BC
This work is based on 17 months experience managing a digital agriculture platform that has aggregated and processed tens of gigabytes of data on 1500 cows on a commercial dairy farm. Significant challenges surfaced tied to multi-cluster management, fault-tolerance, and privacy as the number of applications and farm management models grew. To bridge this gap, we designed and implemented a cloud native networked system for multi-cluster configuration and management of farm data analytics that leverages KubeStellar and Software-Defined Farm paradigm. Our experience from designing, implementing and deploying this framework showcase how Kubernetes can enable farmers and agribusinesses to leverage the power of containerization and cloud-native computing to optimize workflows and streamline agricultural operations. This work presents progress towards cloud-native, scalable, and fault-tolerant data analytics in digital farming with potential environmental, financial, and societal impacts.
Speakers
avatar for Braulio Dumba

Braulio Dumba

Staff Research Scientist, IBM
Dr. Braulio Dumba is a Staff Research Scientist at IBM Research. In 2018, he joined IBM under the Hybrid Cloud organization. His current research is focus on edge computing and hybrid cloud computing. Dr. Dumba earned a Ph.D. in Computer Science from University of Minnesota, Twin... Read More →
avatar for Gloire Rubambiza

Gloire Rubambiza

Ph.D. Candidate, Cornell University
Gloire Rubambiza is a Ph.D. candidate in CS at Cornell University, where he conducts research in hybrid cloud computing for digital agriculture with an emphasis on societal impact. At Cornell, he was a University Fellow, a fellow of NSF National Research Traineeship in Digital Plant... Read More →
Wednesday November 13, 2024 4:30pm - 5:05pm MST
Salt Palace | Level 2 | 255 BC
  Emerging + Advanced

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