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InterConnect 2017
Session 6987 Resilient solution for healthcare data
leveraging IBM Spectrum Scale and IBM Cloud Object Storage Prashant Avashia Senior Architect, Storage & Software Defined Solutions [email protected]
There’s a gap in the
accuracy of
treatment decisions.
As many as 44% of all
initial cancer treatments
are modified on the
second course of
treatment. 1
Less than 50% of
medicine is
evidence based.2
An epidemiologist would
have to read 167 hours a
week to keep up with new
professional insight. 3
Aging
populations
can’t be served.
25% of Japan's
population is over
65, growing to 40%
by 2060. 4
IBM Watson Health // SOURCES:
1. Journal of Clinical Oncology, Talk about Health Blog, Sept 2011
2. www.washingtonmonthly.com/features/2007/0710.brownlee.html
3. http://www.economist.com/blogs/babbage/2013/02/computer-aided-medicine
4. "Population Statistics of Japan 2012". National Institute of Population and Social Security Research. January 2012.
The current health system
faces serious challenges
Welcome to the era of Cognitive Health
|
3
• The Data Explosion
• Medical data is expected to double every 73 days by 2020.
The Great Unknown
80% of health data is invisible to current
systems because it’s unstructured. Watson
and IBM Storage can “see it.”
Protecting Images
Hospitals are required by law to
keep images for 7 years, but
many keep them longer.
Broad Consensus
81% of healthcare executives familiar with
Watson Health believe it will positively impact
their business.
Source: http://www.ibm.com/smarterplanet/us/en/ibmwatson/health/
New Era Workloads Demand Next Generation Automation
Continuous Optimization
Policy
Policy Policy
Policy
Adaptive approaches to
infrastructure automation
Static and manual assignment
of IT resources
Software Defined Environment
Application Aware Policy
OLD NEW
Defined by Software for the Cloud
Move to more “Automation and Analytics” – IBM Strengths!
Infrastructure Level Services
Store everywhere. Run anywhere Ensure data availability, integrity and security
Client Challenge Phenomenal data growth. Data Management Challenges. Growth of on-premise data is challenging to manage Need the ability to store secure data offsite Need reliable, secure, cost-effective solution
Enterprise Solution Features Universal data access A single authentication scheme Data dispersal and erasure code for faster rebuild times End-to-end checksum to catch errors Data protection through Snapshots, Replication, Backup, and/or Disaster Recovery Data encryption and cryptographically secure erase Integration to Spectrum Family
Note: Each Flash NSD will have 2x 16Gb SAN Connections to each FS900 (criss-cross). The same goes for TCT Gateways and v7000 Controllers
4
4
4
4
Metadata & Hot Tier Mirrored Flash
Flash NSD
Flash NSD
FS900
FS900
4
4
Protocol Node
Protocol Node
NFS / CIFS Clients
4
4
4
4
4
4
TCT Gateway*
TCT Gateway*
Warm Tier 200TB File Data
v7000
v7000
A/D Server
4
4 Cold Tier / Archive
Cloud Object Storage
Private SAN or plug into directors?
WAN
How many WAN links to Softlayer?
IBM Spectrum Scale & IBM Cloud Object Storage Solution --Delivered in a Genomic Sequencing Environment
IBM Spectrum Scale & IBM Cloud Object Storage Solution --Delivered in an Enterprise Imaging Environment
Leveraging IBM Software Defined Infrastructure
Modality Instruments
Hadoop/ Big Data
Electronic Health Records
Genome Sequencers Non Dicom
On / Off premises – Hybrid Cloud
New Workloads
Optimized Data
Flash Hybrid Tape Object
IBM Software Defined
Infrastructure Data placement on-demand & by policy
Resource Management
Protect investment in existing resources
• VNA captures and controls all clinical data included DICOM images and unstructured data
• Data access via global namespace that pools and optimizes storage resources
• Data Where it Needs to Be When it Needs to Be there
– Don’t worry about what media it’s on (flash/disk/tape) or where it’s placed (on-prem off-prem)
• Embrace New Workloads to gain new insights that create innovation
|
8
Software Defined Environment – Run as a Service Bureau
Patterns
Heterogeneous
and Hybrid
Lifecycle
Virtual Compute Virtual Storage Virtual Network
Ongoing Optimization
Performance Reporting
Optimize Workloads
Across 1,000s’ of Nodes
End-to-End Automation via APIs
Virtualized
Policies
Business Architect Portal
Enable Agile, Self-Service Platforms for Reduced TCO
Standardize and Consolidate
Adopt Software Defined
Converge Silos of Infrastructure
Hybrid Cloud for Flexibility and Scale
Free Data & Applications From Hardware Constraints
Hybrid
Flexible. Scalable. Simple.
Private Public
Welcome to IBM Cloud Object Storage Hybrid cloud storage for today’s evolving work loads
IBM Cloud Object Storage
Industry leading flexibility, scalability and simplicity
On-Premise • Single tenant
• Design specific to client needs
• Total control of system
• On-premise compute and data
co-located
Dedicated • Single tenant (compliant)
• No datacenter space required
• Flexible configuration options
• OPEX vs CAPEX
Public
• Multi-tenant
• Usage-based pricing
• Elastic capacity
• No datacenter space
required
• Fully managed
• In-cloud compute and data
co-located
• OPEX vs CAPEX
Hybrid
Consistent, uniform, and open technology across on-prem,
dedicated and public cloud makes it simpler and more efficient
to manage data, workloads, and business processes
IBM Cloud Object Storage Redefines availability, security and economics of data storage
Always-on
Availability
• Tolerates even a catastrophic regional outage without down time or intervention.
• Continuous availability architecture.
• Legacy cloud providers place the burden of data management and cost for creating and maintaining
an out of region second copy on the client.
Built-in
Security • Protects against digital and physical breeches
• Provides strong data-at-rest confidentiality by combining encryption and information dispersal.
Better Cloud
Storage
Economics
• More cost-efficient than competitors.
• Includes Enterprise class support, at no additional cost.
Simplicity
• Immediate consistency (v. eventual consistency) makes application development simpler.
• Integrated with other cloud services in the IBM Cloud, IBM Bluemix, IBM Watson, IBM Video
Services
• More flexible, open interfaces: Supporting both S3 and OpenStack Swift
• No “black boxes”: Full transparency of how the technology delivers durability, availability, security
and more
We are on a Transformative Journey to Cognitive Health
Environment
Variables
Traditional Departmental
Deployments
(Unstructured Data)
Enterprise Data Lakes delivering
Analytic Insights
(by IBM Spectrum Scale)
Cognitive Information Architecture
(by IBM Watson)
Clinical Example Clinical Advice: Tumor Mass
suspected in the X-Ray
Clinical Informatics Guidance:
How many tumors/cancers of certain
kind & size were treated in last six
months?
Evidence based Medicine:
Is the cancer shrinking faster than other
patient histories? Tailor clinical services
if shrinkage is (or is not) occurring at the
expected rate.
Architectural Topology Traditional Architecture: Enterprise
Archives
Software Defined Architecture: Data
Lakes
Cognitive Solutions Architecture:
Leverages SDI as a foundation with
flexible services – based on Natural
language, Algorithms, Machine Learning
& Analytical Reasoning capabilities
based on learned experience
Results Busy work – unpredictable outcomes Improved process & workflow
efficiencies, higher quality of care &
minimized capital expenditures.
Efficient healthcare.
Longer, more productive lives. Healthier,
happier populations.
|
14
Scientific Computing in Biomedical Research Reference Architecture: For Personalized Medicine... With Imaging, Sequencing, Analytics
|
15
Whitepaper
Whitepaper: Enabling easy movement of medical imaging data across hybrid cloud tiers
External link: https://www.ibm.com/common/ssi/cgi-bin/ssialias?htmlfid=TSW03531USEN&
|
16
Only IBM can …
Deliver enterprise-class easily expandable solutions for healthcare organizations of all sizes
Provide patient-centric access to medical imaging and related data across multiple healthcare organizations
Enable easy information sharing among healthcare providers, payers and patients.
Deploy solution in a few days, as opposed to a few months. Reduce infrastructure costs without compromising performance, availability or quality of service
Rapidly achieve improved process & workflow efficiencies, higher quality of care & minimized capital expenditures. Reduce TCO of clinical transformation and reengineering processes.
… and our solutions are faster … scale to more capacity … and support more mixed
workloads.
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InterConnect 2017