Title
AWS re:Invent 2023 - Building next-generation sustainability workloads with open data (SUS304)
Summary
- Sam Bidlin, a solutions architect at AWS, and Dr. Vince Smith from the Natural History Museum (NHM) in London, discuss the role of open data in sustainability workloads.
- The NHM is digitizing and organizing a global scale natural science collection to create a Planetary Knowledge Base (PKB).
- AWS technologies like Amazon Neptune, Neptune ML, and AWS Glue are used to build a knowledge graph for the PKB.
- Open data is crucial for addressing sustainability challenges like climate change, pollution, and biodiversity loss.
- AWS supports open data through programs like AWS Marketplace, AWS Data Exchange, and Registry of Open Data.
- The Amazon Sustainability Data Initiative (ASDI) hosts over 180 datasets to accelerate sustainability research.
- The PKB aims to be a comprehensive model of the natural world, potentially serving as a global early warning system for pandemics, conservation indicators, and policy-making.
Insights
- AWS is deeply involved in supporting sustainability efforts through its cloud services and open data initiatives.
- The collaboration between AWS and NHM showcases the potential of combining historical data with modern cloud and machine learning technologies to address global challenges.
- Open data democratizes access to information, enabling a broader community of researchers, developers, and organizations to contribute to sustainability solutions.
- The use of AWS services like Amazon Neptune and AWS Glue demonstrates the practical application of AWS technologies in building complex, data-driven systems.
- The Planetary Knowledge Base represents a significant step towards integrating disparate data sources into a unified, actionable knowledge graph that can inform research and policy.
- AWS's commitment to open data and sustainability is evident in the support and resources provided to organizations like NHM, facilitating the creation of next-generation workloads that can have a global impact.
- The talk emphasizes the importance of breaking down barriers to data access and the role of AWS in enabling organizations to leverage cloud computing for sustainability.