Life Science Big Data Big Difference-01Sep2014
- 1. © Copyright 2014. Apps Associates LLC. 1 Big Data makes a Big Difference for Life Sciences 4 September, 2014 Fran Daly Sr. Director, Life Sciences Apps Associates LLC Julian Troake Marketing Director Apps Associates LLC
- 2. © Copyright 2014. Apps Associates LLC. 2Source: IBM Agenda • What is Big Data? • Why Big Data? • Use Cases for Big Data in Life Sciences Industry – Product Development, Clinical, Commercial • Technology for Big Data • Building Big Data Capabilities in your Organization • About Apps Associates
- 3. © Copyright 2014. Apps Associates LLC. 3 90% Of the world’s data has been created in the last two years Source: IBM Explosion of Data! Source: Gartner’s 2013 Big Data Survey
- 4. © Copyright 2014. Apps Associates LLC. 4 30% of companies have invested in big data technology Source: Gartner’s 2013 Big Data Survey 8% of companies have deployed big data solutions Big Data Adoption
- 5. © Copyright 2014. Apps Associates LLC. 5 What is Big Data? CRM Volume, Velocity, Variety Clinical / EHR RFID Website Log files Social Media Medicare ClaimsRx Images, diagnostics Documents, surveys, email unstructured, structured, streaming Genomic data
- 6. © Copyright 2014. Apps Associates LLC. 6 Transportation & Logistics Medical & Healthcare Industrial & Energy AWS Big data Infrastructure Security & Surveillance Amazon Kinesis Amazon Redshift Amazon EMR Big Data and the Internet of Things
- 7. © Copyright 2014. Apps Associates LLC. 7 • Cloud Computing Infrastructure ─ Unlimited capacity on demand ─ Auto-scaling / parallel processing ─ Low cost / no initial h/w investment • Open source tools ─ Hadoop / map reduce technology ─ Analytics ─ GATK (Genomic Analytics) ─ No sql databases • High speed communications (internet, mobile, wireless) Big Data Enablers
- 8. © Copyright 2014. Apps Associates LLC. 8 Be the 15%! Through 2015, 85% of Fortune 500 companies will be unable to exploit big data for competitive advantage -Gartner Competitive Advantage Why Big Data?
- 9. © Copyright 2014. Apps Associates LLC. 9 • Genomic sequencing, annotation and analysis • Personalized medicine – 360 view of patient • New revenue streams – patient monitoring • Simulation / modeling • Academic databases / basic research • Collaborative authoring / Internal Facebook sites Product Development Use Cases for Big Data
- 10. © Copyright 2014. Apps Associates LLC. 10 • Precisely targeted Patient Recruitment • Real Time Clinical Trial Analytics ─ Physician sign up ─ Site Activation ─ Monitoring key milestone progress ─ Data deficiencies • Earlier adverse reaction signaling / detection • Sooner protocol / treatment problem detection • Clinical Supply Management • Device failures / service issues / complaints Clinical Use Cases for Big Data
- 11. © Copyright 2014. Apps Associates LLC. 11 • Customer Support / Servicing • Sentiment analysis – product and competition • New Revenue Streams – patient monitoring • Product Quality improvements – device data • Outcome benefits measurement (ACA, Medicare, PCORB) • Liability protection, compliance – detecting problems early on • Operational Efficiency - self problem reporting Commercial Use Cases for Big Data
- 12. © Copyright 2014. Apps Associates LLC. 12 Big Data Technologies
- 13. © Copyright 2014. Apps Associates LLC. 13 Amazon EMR (Elastic Map Reduce) Amazon Redshift AWS Data Pipeline Hosted Hadoop framework Petabyte-scale data warehouse service Move data among AWS services and on- premises data sources AWS Big Data Services
- 14. © Copyright 2014. Apps Associates LLC. 14 Exploration: • Learning • Use case definition Experimentation: • Open source tools • Cloud computing • Pilot projects Large Scale Adoption: • Data definition • Curation • Security, Governance • Architecture • Skilled resources Incremental Approach! Building Big Data Capabilities
- 15. © Copyright 2014. Apps Associates LLC. 15 Key Capabilities: • Cloud Computing know how • Data acquisition / ingestion • Data parsing and interpretation • Data simplification and storage • Analysis and visualization • Security and access provisioning Unlocking Big Data
- 16. © Copyright 2014. Apps Associates LLC. 16 • Advanced Consulting Partner status ─ Managed Services Provider Competency ─ Oracle Competency • Considered top partner in Oracle ecosystem / highlighted as ~ 1-of-top 30 worldwide at AWS Summit • Joint Oracle OEM Product Development • Various Webinars, Presentations at OOW, re:Invent • Successful deployment on AWS ─ Datacenter migration – Complete & Partial workloads ─ Oracle Workloads – Production, DR, Test/Dev ─ Oracle EBS, OBI, FMW – Portal, Webcenter deployments Apps Associates & AWS
- 17. © Copyright 2014. Apps Associates LLC. 17 Web: www.appsassociates.com Email: fran.daly@appsassociates.com | julian.troake@appsassociates.com YouTube: www.youtube.com/user/AppsAssociates LinkedIn: www.us.linkedin.com/company/Apps-Associates Twitter: @AppsAssociates Facebook: www.facebook.com/AppsAssociatesGlobal Google+: www.plus.google.com/+AppsAssociatesGlobal/ Connect with Us
- 18. Thank You!
- 19. Clinical Trial Structured Data • Data Entities • Sites • Investigators • Patients • Study Milestones (e.g. Site Activation, Patient Recruitment, Informed Consent, Database Lock, etc.) • Protocols (Treatment) • CRAs • Clinical data / EHR data • Data Sources • CT s/w Packages, e.g. Oracle Clinical, eClinica, ClinTrial): • Feeds from CROs (Covance, Quintiles, ICON) • Lab Data (EHR)