The iPlant Collaborative Community Cyberinfrastructure for Life Science Jason Williams Cold Spring Harbor Laboratory, iPlant www.iPlantCollaborative.org.

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Presentation transcript:

The iPlant Collaborative Community Cyberinfrastructure for Life Science Jason Williams Cold Spring Harbor Laboratory, iPlant

The iPlant Collaborative Vision How can we prepare for science we can’t anticipate?

The iPlant Collaborative Vision Enable life science researchers and educators to use and extend cyberinfrastructure to understand and ultimately predict the complexity of biological systems

The iPlant Collaborative Vision Fulfilling our vision will mean enabling access to datasets and tools Environmental data Phenotype data Phylogenetic Inferences Ecological Models Crop Models Association Studies Molecular Networks Genomic data and analysis: Sequencing/assembly Transcriptome profiling Variants Functional annotation Proteomics

The iPlant Collaborative Vision Genomic data Environmental data Phenotype data Phylogenetic Inferences Ecological Models Crop Models Association Studies Molecular Networks Predictive and synthetic Knowledge gathering Retrodictive insights Genomic data and analysis: Sequencing/assembly Transcriptome profiling Variants Functional annotation Proteomics This means working with a vast landscape of data and tools:

The iPlant Collaborative Vision Genomic data Environmental data Phenotype data Phylogenetic Inferences Ecological Models Crop Models Association Studies Molecular Networks Predictive and synthetic Knowledge gathering Retrodictive insights Navigating this landscape requires cyberinfrastructure:

The iPlant Collaborative What is cyberinfrastructure? Cyberinfrastructure consists of computing systems, data storage systems, instruments and data repositories, visualization environments, and people, linked together by software and networks to improve research productivity and enable breakthroughs not otherwise possible. --Craig Stewart iPlant makes computation, data storage, cloud services, and software tools easily available to informaticians and researchers, leveraging existing CI investments.

Biological Cyberinfrastructure The Problem of Big Data in Biology

Biological Cyberinfrastructure The Problem of Big Data in Biology

Initial funding in 2008 Almost 2 years of community input gathering – software development starts in 2009 Major CI components appear late 2010 Finished 5th year Recommended for second 5 year term > 9000 users > 20K (analyses) jobs in 2012 > 10K HPC jobs) 500 terabytes of user data The iPlant Collaborative Where iPlant is today and where we are going Image from:

iPlant Renewed by NSF September 2013 begins next 5 year period Scientific Advisory Board Focus on Genotype-Phenotype science NSF Recommended expansion of scope beyond plants The iPlant Collaborative Where iPlant is today and where we are going

The iPlant Collaborative What we have to offer you Data Management & Storage Resources Access to High Performance Computing Resources Tool Integration System Application Programming Interfaces (APIs) Cloud Computing Resources Genotype To Phenotype Science Enablement Portfolio Tree of Life Science Enablement Portfolio Image Analysis Platform Support for Molecular Breeding Platform (IBP) Support for AgMIP

How iPlant CI Enables Discovery Challenge: Create an easy-to-use platform powerful enough to handle data-intensive biology Many bioinformatics tools “off limits” to those without specialized computational backgrounds.

How iPlant CI Enables Discovery Solution: Discovery Environment An extensible platform for science High-powered computing Data sharing/collaboration Easy to use interface Virtually limitless apps Analysis history (provenance)

How iPlant CI Enables Discovery What the Discovery Environment means to bench biologists “In one week I was able to align my RNA-Seq samples using a method that had previously took me a month on the bioinformatics laboratory computers… Richard Barker – Univ. Wisconsin, Madison

How iPlant CI Enables Discovery Challenge: Collaborate and access software on demand Frustrated bioinformaticians serving the needs of several users + works well / powerful - expensive / complex Cartoon:

How iPlant CI Enables Discovery Solution: Atmosphere On-demand computing resource built on a cloud infrastructure Virtual Machine pre-configured with: Software Memory requirements Processing power Plant authentication and storage and HPC capabilities Build custom images/appliances and share with community Cross-platform desktop access to GUI applications in the cloud (using VNC)

How iPlant CI Enables Discovery What Atmosphere means to bioinformaticians “What my users used to call me for, they now do on their own through Atmosphere. Now I can scale up my user community” Nathan Miller, Univ. Wisconsin, Madison BLAST 400k transcripts against NCBI nr in 36 h vs. 2 months Use iPlant Data Store to move 1500 high-res images per day for analysis “iPlant is a great equalizer.” Mike Covington, UC Davis

How iPlant CI Enables Discovery Challenge: Navigate biology’s “Data deluge” HT Image data – GB’s per day HT sequence data – TB’s per run

How iPlant CI Enables Discovery Solution: iPlant Data Store All data in within the same platform speed and accessibility Access your data from multiple iPlant services Automatic data backup redundant between University of Arizona and University of Texas (NSF Data management plan) Multiple ways to share data with collaborators Multi-threaded high speed transfers Default 100GB allocation. >1TB allocations available with justification SourceTime (s) CD320 Berkeley Server150 External Drive36* USB2.0 Flash30 iPlant Data Store 18* My Computer15

How iPlant CI Enables Discovery Solution: iPlant Data Store “The ability to transport 2TB of data overnight using the iRODS system was particularly helpful because previously, we had been mailing hard drives which is not an optimal solution to sharing big data.” James Koltes,Iowa State

DNA Subway: Annotation, DNA Barcoding, RNA-Seq Standalone Apps: TNRS, TreeViewer, PhytoBisque, etc. iPlant Semantic Web – “Intelligent” workflow authoring Foundation API: For programmers embedding iPlant CI capabilities How iPlant CI Enables Discovery Many more applications not covered here…

Highlighted Objectives and Deliverables Community identified priorities Increased interoperability with other data providers – e.g. BioMarts, CoGe, MaizeGDB Data discovery through interaction with trait repositories (trait/plant ontologies) Workflows for variant discovery – SNP detection pipelines Scalable Genome Assembly Workflows – expanded capabilities with MAKER, InterProScan iPlant Data Commons – Resources for storage, data conversion, and metadata

The iPlant Collaborative Your colleagues Staff: Greg Abram Sonali Aditya Ritu Arora Roger Barthelson Rob Bovill Brad Boyle Gordon Burleigh John Cazes Mike Conway Victor Cordero Rion Dooley Aaron Dubrow Andy Edmonds Dmitry Fedorov Melyssa Fratkin Michael Gatto Utkarsh Gaur Cornel Ghiban Leadership Team Steve Goff - UA Dan Stanzione – TACC Matthew Vaughn - TACC Nirav Merchant - UA Doreen Ware – CSHL Michael Schatz – CSHL David Micklos – CSHL Ann Stapleton – UNC Wilmington Ron Vetter – UNC Wilmington Faculty Advisors & Collaborators: Ali Akoglu Kobus Barnard Timothy Clausner Brian Enquist Damian Gessler Ruth Grene John Hartman Matthew Hudson David Lowenthal B.S. Manjunath Students: Peter Bailey Jeremy Beaulieu Devi Bhattacharya Storme Briscoe YaDi Chen David Choi Barbara Dobrin David Neale Brian O’Meara Sudha Ram David Salt Mark Schildhauer Doug Soltis Pam Soltis Edgar Spalding Alexis Stamatakis Steve Welch Zhenyuan Lu Eric Lyons Aaron MarcuseKubitz Naim Matasci Sheldon McKay Robert McLay Nathan Miller Steve Mock Martha Narro Shannon Oliver Benoit Parmentier Jmatt Peterson Dennis Roberts Paul Sarando Jerry Schneider Bruce Schumaker Steve Gregory Matthew Hanlon Natalie Henriques Uwe Hilgert Nicole Hopkins EunSook Jeong Logan Johnson Chris Jordan Kathleen Kennedy Mohammed Khalfan David Knapp Lars Koersterk Sangeeta Kuchimanchi Kristian Kvilekval Sue Lauter Tina Lee Andrew Lenards Monica Lent Edwin Skidmore Brandon Smith Mary Margaret Sprinkle Sriram Srinivasan Josh Stein Lisa Stillwell Jonathan Strootman Peter Van Buren Hans VasquezGross Rebeka Villarreal Ramona Wallls Liya Wang Anton Westveld Jason Williams John Wregglesworth Weijia Xu Andrew Predoehl Sathee Ravindranath Kyle Simek Gregory Striemer Jason Vandeventer Nicholas Woodward Kuan Yang Postdocs: Barbara Banbury Christos Noutsos Solon Pissis Brad Ruhfel John Donoghue Yekatarina Khartianova Chris La Rose Amgad Madkour Aniruddha Marathe Andre Mercer Kurt Michaels Zack Pierce

The iPlant Collaborative Workshop Goals (and considerations) Demonstrate some of the ways iPlant CI can advance your science Familiarize you with iPlant tools and services Help you identify the best way to get started Workshop is fast-paced Use the handouts and other resources to complete what we don’t finish (+30 people/sharing limited bandwidth!)