accelerating grc by power of cloud...accelerating grc by power of cloud vidya phalke eric z beard...
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Accelerating GRC by Power of CloudVidya Phalke Eric Z BeardMetricStream AWS
Vidya Phalke
© 2018 GRC Summit All Rights Reserved.
GRC Cloud – A modern Software as a Service Approach
GRC Cloud
Full data & stack segregation to ensure zero data-co-mingling
Provisioning of bespoke value added services, e.g., Tableau
Rapid deployment & dynamic scaling of GRC environment
Granular app & instance level security as per regulatory and customer specific standards
Enable customer specific audit, data migration and data segregation capabilities
Manage sector specific cloud data regulatory standards such
as HIPAA, PCI, FedRAMP
© 2018 GRC Summit All Rights Reserved.
The GRC Journey - What GRC Cloud Delivers
GRCCLOUD
MANAGEABILITY FLEXIBILITY
SCALABILITY AGILITY
RISK MANAGEMENT
AUDIT
MAN
AGEMEN
TCOM
PLIA
NCE
MAN
AGEM
ENT
POLICYMANAGEMENT
PROVISIONING
APP DEPLOYMENT
CHANGE MANAGEMENT
ADVANCED CLOUD SERVICES
END TO END MANAGEMENT
INCREASE BUSINESS OPITM
IZATION
1
2
3
4
© 2018 GRC Summit All Rights Reserved.
Provisioning and App Deployment
Faster Configuration
Increased Productivity
Application Isolation
Security Management
Auto-scalability
Load Balancing
DNS Management
Resource Monitoring
© 2018 GRC Summit All Rights Reserved.
Change Management – Full Spectrum of Options
Landing Pages
Reports
Charts
Forms
Workflows
Emails
Roles
Branding
PERSONALIZE CONFIGURE EXTEND CUSTOMIZE
UserProfile End User Business Admin. IT IT
UpgradeSafe Yes Yes Yes No
Code/No-Code No Code No Code Code Both
© 2018 GRC Summit All Rights Reserved.
Advanced Cloud Services – Cloud Business Intelligence
© 2018 GRC Summit All Rights Reserved.
Advanced AWS Cloud Services – Available today
Virtual Private Cloud (VPC)
Hardware Security Module (HSM)
S3 Containers
GRC CLOUD
AWS Services
© 2018 GRC Summit All Rights Reserved.
Enhance GRC Cloud with Added AWS Services
GRC CLOUD
Additional AWS Services
ANALYTICS DEV OPS CORE SERVICES
SECURITY & COMPLIANCE INFRASTRUCTURE
Elastic Research
ETL One-click App Deployment
Application Lifecycle
management
Compute Storage CDNNetworking
StorageKey Management &
StorageRegions Availability
ZonePoints of Presence
Eric Beard
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Redshift
Fast
Delivers fast results for all types
of workloads
Simple
Create and start using a data
warehouse in minutes
Cost-effective
No upfront costs, start small, and
pay as you go
Scalable
Gigabytes to petabytes
to exabytes
Integrated
Integrated with S3 data lakes,
AWS services and third-party tools
Secure
Audit everything; encrypt data
end-to-end; extensive certification and compliance
10x Faster at 1/10th the Cost
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Data Lakes
Data Warehouse
Business Intelligence
OLTP ERP CRM LOB
• Relational and non-relational data
• TBs–EBs scale
• Diverse analytical engines
• Low-cost storage & analytics
Devices Web Sensors Social
Data Lake
Big Data processing, real-time, Machine Learning
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Data Lakes on AWS
Analytics
• Unmatched durability, and availability at EB scale
• Best security, compliance, and audit capabilities• Object-level controls for fine-grain access
• Fastest performance by retrieving subsets of data
• The most ways to bring data in
• 2x as many integrations with partners
• Analyze with broadest set of analytics & ML services
MachineLearning
Real-time DataOn-premises
Data Lake on AWS
MovementData Movement
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Enterprise Grade Hadoop and Spark
• Scale compute (EMR) & storage (S3) independently
• Store, and process any amount of data—PB to EBs
• Provision one, hundreds, or thousands of nodes
• Auto-scalingData Lake on AWS
Amazon EMR
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Machine Learning on AWS
Fram ew o rks &Infrastructure
AWS Deep Learning AMI
G PU(P3 Instances)
M o b ileCPU Io T (G reen grass)
V isio n :
R eko gn itio n Im ageR eko gn itio n V id eo
Sp eech :
Po llyTran scrib e
Lan gu age:
Lex Tran slate
Co m p reh en d
Apache
MXNetPyTo rchCognitive
ToolkitKeras
Caffe2 & Caffe
TensorFlow Gluon
A pplicatio n A I Services
M anagedPlatfo rmServices
Amazon Machine Learning
M ech an ica l Tu rk
Sp ark &
EM R
A m azo n SageM aker
A W S D eep Len s
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Machine learning is hard…
1. Data wrangling• Setup and manage
Notebook environments
• Get data to
notebooks securely
2. Experimentation• Setup and manage clusters
• Scale/distribute ML algorithms
3. Deployment• Setup and manage
inference clusters
• Manage and auto scale
inference APIs
• Testing, versioning, and monitoring
Fetch data
Clean & format data
Prepare & transform
data
Train modelEvaluate model
Integrate with prod
Monitor/debug/refresh
6-18Months
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Sagemaker
One-click training for ML, DL, and custom
algorithms
Easier training with hyperparameter
optimization
Highly-optimized machine learning
algorithms
Deployment without engineering effort
Fully-managed hosting at scale
AuthorPre-built notebook
instances
DeployTrain
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Inherit global security and compliance controls
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