Towards a (united) federation of Bioinformatics resources
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Why federate? Why don't we federate by default? And how can we make it easier? Successful federation increases everyone's productivity!
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Towards a (united) federation of Bioinformatics resources
- 1. TOWARDS A (UNITED) FEDERATION OF BIOINFORMATICS RESOURCES Matthew Vaughn @mattdotvaughn Director, Life Sciences Computing, TACC | Co-PI Cyverse, Araport, Jetstream 1/14/2017 1 Interoperability and Federation Across Bioinformatic Platforms and Resources Jan 14, 2017
- 2. WHY FEDERATE? 1/14/2017 2 Because you can’t do it all or be it all. And would you even want to?
- 3. WHY FEDERATE? 1/14/2017 3 There’s always some existing or emergent • Data Set • Database • Visualization Technology • Software Algorithm or Library • Physical Capacity or Capability • Source of funding and support not in scope for you to directly provide or avail yourself of Federated infrastructures are TEAM-BUILT Increase the resiliency of your informatics ecosystem Leverage all the other brains who have different views of your problem
- 4. WHY DON’T WE FEDERATE BY DEFAULT? 1/14/2017 4 Federation requires three things: • Components confirming to “standardized" schemas, protocols for interaction and usage • Stably-operated frameworks to handle yeoman’s work of integrating components
- 5. 1/14/2017 5
- 6. WHY DON’T WE FEDERATE BY DEFAULT? 1/14/2017 6 Hey wait.. I said there were three things we needed for federation:
- 7. WHY DON’T WE FEDERATE BY DEFAULT? 1/14/2017 7 Hey wait.. I said there were three things we needed for federation: Planning & Specific Effort
- 8. 1/14/2017 8 Lab-Born Software • Immediately responsive • Limited R&D • Resources on hand • Sustainability? What’s that? Centrally-Planned Software • Mindfully built • Better chance for R&D • Dedicated resources • Sustainability? What’s that? WHY DON’T WE FEDERATE BY DEFAULT? Some of the most interesting work is done at the edges of our infrastructure. Their adopting federated access patterns post-hoc means assuming substantial technical debt.
- 9. 1/14/2017 9 Science applications Domain-specific services Established software and CI Physical resources Federated Storage National CI Virtualization Job Scheduling Single Sign-on EaseofUse EaseofRe-use
- 10. HOW CAN WE MAKE FEDERATION EASIER? 1/14/2017 10 Deeply understand the capabilities of existing integration platforms • Avoid Not-Invented-Here by adopting the 80% rule • Contribute enhancements, either via active feedback or by coding them • Build on our platforms and make sure they get credit for their role Identify and adopt existing standards. Contribute where they fall short of our needs • OpenAPI for web service definitions • ISA Framework for experimental metadata • Oauth2 for authorization Provide tooling and documentation for users with diverse technical backgrounds • GUI, Forms, Web Services. But also language libraries and SDKs. • Make sure we understand the motivations and constraints of those users • Write cookbooks, not just shopping lists
- 11. 1/14/2017 11 Jetstream GUI Agave API Developer Portal DesignSafe.CI Workbench Araport Web Services
- 12. MAKING FEDERATION WORK REQUIRES THAT WE INCREASE EVERYONE’S PRODUCTIVITY 1/14/2017 12 @mattdotvaughn www.slideshare.net/mattdotvaughn vaughn@tacc.utexas.edu
- 13. 1/14/2017 13
Notes de l'éditeur
- Me. Background molecular genetics and physiology before moving into bioinformatics and infrastructure. Talk about holstic approach taken by Cyverse project over the last few years and how I think it’s been transformational.
- Walmart is an easy target, but think about other monoliths.
- We also want to make our ecosystem RESILIENT and USE OUR DIVERSITY This is beautiful. One of the great things about scientists is that we build our own tools with the materials we have at hand.
- Let’s talk about Hipmunk. It’s actually a good analog for Bioinformatics portals. Hipmunk’s value prop is predictive analytics to optimize customer purchasing decisions for travel. It takes a small slice, which is valuabe to offerors because it helps them match unsold inventory w flexible, price-concsious customers. To accomplish this Hipmunk has to CAPTURE and PRESENT diverse data Current and real-time pricing data from multiple lodging aggregators Maps and transit Review system(s) Identity and access Its own, proprietary data stream It could not exist on its own if these resources were not available because its costs would exceed the value of its improved efficiency. It’s a PLATFORM. So are some (but not all) of its data sources.
- I don’t want to steal Chris’ thunder so I won’t go into GREAT detail here To accomplish this browser view: Araport Intermine, Jbrowse, and Adama services CyVerse Auth & Data Store GitHub & PyPi TACC’s Agave API JGI Intermine Phytozome TACC Openstack Cloud + Amazon Web Services New services have arisen under Araport model with very little NEW code or resource allocation.
- Research requirements and build iin Fed to design Dedicate effort to it, even if it’s cheaper in the short term to NOT FEDERATE
- Built in immediate response to research needs Limited or no research Technology and resources on hand Programming Language/Framework Developer skill and commitment Perspective Possibly no sustainability or maintenance plan Built mindfully, usually to fulfill a funded research mandate Design and implementation research During proposal In early stage of development May be able to dedicate resources, adopt new tech, acquire broader perspective Possibly still no sustainability or maintenance plan ;-) So, we need to make it EASIER to start, easier to comply, easier to maintain federated resources
- I want to stop and point out an specific example: It possible to extend CyVerse at ANY level of the infrastructure. People can build against Cyverse by DEFAULT now and it’s a net positive. This design pattern is now a standard referenced by non-BIO programs
- Jetstream, NSF’s new cloud system, builds on CyVerse atmo. Went to production 30d after receipt of hardware. DesignSafe.CI leveraged its own copy of CyVerse API to onboard a 25,000 person user community in 6 months Standards are examples only DE and Atmo and Web Apps / Web Service Catalog INCREASE EVERYONE’S PRODUCTIVITY
- How do these offerings meet those previous criteria?
- MAKING FEDERATION WORK REQUIRES THAT WE INCREASE EVERYONE’S PRODUCTIVITY