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ArcGIS in the Cloud Andrew Sakowicz & Alec Walker

ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

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Page 1: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

ArcGIS in the CloudAndrew Sakowicz & Alec Walker

Page 2: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Key Takeaways

• How to Identify Organizational Strategy & Priorities

• Esri’s Cloud Offerings – A Broad Spectrum

• Successfully Executing Your Strategy

Page 3: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

IT’s Fasted Growing Segment

The Cloud

Page 4: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

73% of Enterprise Workloads Will be in the Cloud by 2020The public cloud will be half of the cloud market

https://www.forbes.com/sites/louiscolumbus/2018/01/07/83-of-enterprise-workloads-will-be-in-the-cloud-by-2020/

Page 5: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Growth will come across cloud typesMore organizations will be adopting IaaS & leveraging PaaS

https://www.forbes.com/sites/louiscolumbus/2017/04/29/roundup-of-cloud-computing-forecasts-2017/

Page 6: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Cloud adoption is still in progress1/3 of the market considers itself “cloud-focused”

http://assets.rightscale.com/uploads/pdfs/RightScale-2017-State-of-the-Cloud-Report.pdf

Page 7: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

The picture changes when the organization’s size is consideredEnterprise customers are adopting more slowly

http://assets.rightscale.com/uploads/pdfs/RightScale-2017-State-of-the-Cloud-Report.pdf

Page 8: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Cloud Vendor Adoption Y^YAzure making big gains

http://assets.rightscale.com/uploads/pdfs/RightScale-2017-State-of-the-Cloud-Report.pdf

Page 9: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

What about you?A look at your peers

No Plans 0

Cloud Watcher (Planning) 16

Cloud Beginner (First Project) 20

Cloud Explorer (Apps Running) 16

Cloud-Focused (Heavy Use) 4

Cloud Maturity

Amazon Web Services 22

Microsoft Azure 30

IBM 1

Oracle 1

Other (SAP, Google, etc.) 5 (all Google)

Cloud Vendor

Responses aggregated from attendees

Page 10: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Priorities & Considerations

Identifying Your Cloud Strategy

Page 11: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Consider the Scope & AlignmentEnterprise or Initiative-driven

• Multiple business units affected by move

• Stakeholders typically include executive leadership

• Funding from multiple groups or central fund

• Individual business unit affected by move

• Stakeholders do not typically include executive leadership

• Funding from single budget

A Business Strategy B Location Strategy C IT Strategy

InitiativeEnterprise

A B C B C

Page 12: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Business

Financial

Focus

Flexibility/Agility

In-source vs. Out-source

Technology

Performance

Flexibility

Infrastructure

Organizational

Skills

Efficiency

Staffing

Cloud Mandate Transactional costs/friction

Systems integration

Strategy Factors for Consideration

Page 13: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

DecisionSupport

Gain situational awareness, & enable information-driven decision making

Analytics

Discover, quantify, & predict trends &

patterns to improve outcomes

DataManagement

Collect, organize, & maintain accurate

locations & details about assets & resources

Field Mobility

Manage & enable a mobile workforce to

collect & access information in the field

ConstituentEngagement

Communicate & collaborate with citizens & external communities

of interest

Sharing & Collaboration

Empower everyone to easily discover, use,

make, & share geographic information

Mapping & Visualization

Understand locations & relationships with maps & visual representations

Monitoring

Track, manage, & monitor assets &

resources in real-time

Design & Planning

Evaluate alternative solutions & create optimal designs

ArcGISCommon Patterns of Use

Page 14: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Full spectrum of options

Esri Deployment Options

Page 15: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

EnterpriseDeployment Patterns

ArcGIS Online

On-premises Public Cloud SaaS

ArcGIS Enterprise ArcGIS Enterprise

Hybrid deployments most common

Self Managed or Esri Managed

Page 16: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

ArcGIS in the CloudA full-spectrum of options

SaaS Do-it-yourself

ArcGIS OnlineEsri-Managed Environment

Customer-Managed Environment

CloudFormation & Cloud Builder Templates

Page 17: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

ArcGIS OnlineEsri’s SaaS Offering

What is it?

Esri’s SaaS offering. An online collaborative web GIS that allows customers to use, create, & share maps, apps, layers, analytics & data.

Who uses it?

ArcGIS Online is a multi-tenanted solution. Customers manage their users, content, & apps through ArcGIS Online Identity & organizations.

Where is it available?

Available for use worldwide. ArcGIS online is installed across multiple cloud providers & US regions.

Who is the customer’s relationship with?

The customer’s relationship is with Esri. The customer uses the system & billed based on consumption.

Page 18: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Esri-Managed EnvironmentsAn Esri Managed Cloud Service

What is it?

Esri experts managing GIS content, apps, & systems on market-leading cloud platforms on behalf of customers.

Who uses it?

Single-tenant environments. Customers manage their users & access to content & apps through Portal or SAML.

Where is it available?

In the US. Can be installed across multiple cloud providers & regions (domestic & international).

Who is the customer’s relationship with?

The customer’s relationship is with Esri. Esri maintains a relationship with the cloud provider.

Page 19: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Customer-Managed EnvironmentDevelopment & Prototyping in the Cloud

What is it?

GIS-ready infrastructure procured, provisioned, installed with Esri software, & backed-up by Esri Managed Cloud Services

Who uses it?

Single-tenant environments. Customers manage their users & access to content & apps through identity.

Where is it available?

In the US. Can be installed across multiple cloud providers & regions (domestic & international).

Who is the customer’s relationship with?

The customer’s relationship is with Esri. Esri maintains a relationship with the cloud provider.

Page 20: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

CloudFormation & Cloud Builder TemplatesDIY Cloud

What is it?

Esri-maintained ArcGIS Enterprise images available through Microsoft Azure & Amazon Web Services marketplaces. Customers procure, provision, & install all cloud infrastructure & licensing.

Who uses it?

Single-tenant environments.

Where is it available?

Worldwide. Installed across multiple cloud providers & regions worldwide.

Who is the customer’s relationship with?

The customer has a relationship the cloud provider for infrastructure. Customer also maintains a relationship with Esri for licensing.

Page 21: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Common Usages

ArcGIS Workloads in the Cloud

Page 22: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

From simple to complex systems

Content HOSTING & PUBLICATION OF GIS CONTENT

HOSTING & MANAGEMENT OF WEB APPLICATIONS & CONTENTApplication(s)

HOSTING & MANAGEMENT OF AN ORGANIZATION’S GIS SYSTEMS INCLUDING CONTENT, APPLICATIONS, & PORTALSystem of Engagement

HOSTING & MANAGEMENT OF AN ORGANIZATION’S GIS SYSTEMS INCLUDING CONTENT, APPLICATIONS, PORTAL, & DESKTOP

System of Record

Common Patterns of Cloud Usage

Page 23: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Decreasing cost of hosting imagery

Expert guidance for cloud options

Cloud management & expertise

Optimizing imagery services

Page 24: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Application Hosting for public usage

Public-facing GIS rich information outside the firewall

Highly available, scalable systems

Supports day-to-day usage & major events

Frequent, automated data updates

Page 25: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

GIS & cloud expertise

100% cloud-based GIS practice

Anywhere, anytime on any device

Outsourced GIS Operations

GIS Platform managed in the cloud

Virtual Desktops ArcGISEnterprise Extensions

ArcGIS DesktopsArcGIS Enterprise

Data Services

3rd Party Systems

BasemapsOn-Premises

Desktop Web Device

Esri ArcGIS OnlineEsri Managed Cloud Services

Page 26: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Technical Considerations

Page 27: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Design process is similar for cloud or on premises

• Business Architecture

- GIS Domain

- Business Processes

- Requirements

• Application Architecture

- Application Technology

- User Workflows

• Data Architecture

- Data Management

- Data Storage

• Technology Architecture

- Infrastructure

- IT Constraints

The Open Group Architecture Framework (TOGAF)

Page 28: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Design process is similar for cloud or on premisesEsri services and tools

Page 29: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Approach to Solutions

• Configure first

• Customize second

- Extend where possible

Deviations from “core” increase risk!

Page 30: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Environment Isolation

• Production: operational, real-time compute environment

• Staging: a separate, mirrored, pre-production environment

• Development: a limited scale and scope environment sufficient for the development of primary code and data modeling.

Page 31: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Visualization Analysis &

Data Management

Imagery

LBLBLB

ArcGIS Server ArcGIS Server ArcGIS Server

Visualization &

Imagery

LB

ArcGIS Server

Initial Deployment Complete GIS

Workload Separation

Page 32: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Workload Separation

• Separate technology deployments by solution pattern

• Benefits include:

- Reduced risk

- Improved service delivery

- Reduced system resource contention

- Optimized resource utilization

Typically SLAs determine which server deployments need to be separated

Analysis Constituent

Engagement

Page 33: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

portal

portal

portal

portal

One Portal Many Portals?

One or multiple portals?

Page 34: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Keep data and ArcGIS Server in the same locationCentralized

Single data center = lower cost

Performance depends on network: good bandwidth and low latency

Page 35: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Keep data and ArcGIS Server in the same location

• Can data leave country boundary?

• Challenges of frequent refreshes of large data sets

Distributed

Good performance-local application and data

Might require complex replication and synchronization process

Multiple datacenters = higher costs

Page 36: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

WellsWells

Active Wells

Proposed Wells

Wells by Status

Portal GeoServices Geodata

Publication StrategiesThe Role of Portal & Web Layers

Page 37: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Hosting server

• Scalable solution - can publish thousands of services

Page 38: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Leverage Identity

• Integrate with your existing IDM system

• Configure in the portal

- Users

- Roles

- Privileges

• Incorporate in your apps

Identity matters!

Page 39: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Strategies for minimizing downtime and data loss

Backup and Restore High Availability Geographic Redundancy Geographic Redundancy

with High Availability

Increasing complexity and required resources

Page 40: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Availability

• Availability is usually expressed as a percentage of uptime in a given time span, e.g. month, year:

• Availability (%)=(Total time – Downtime) / Total Time *100%

Availability % Downtime per year Downtime per monthDowntime per

weekDowntime per day

90% ("one nine") 36.5 days 72 hours 16.8 hours 2.4 hours

95% ("one and a half nines") 18.25 days 36 hours 8.4 hours 1.2 hours

99% ("two nines") 3.65 days 7.20 hours 1.68 hours 14.4 minutes

99.5% ("two and a half nines") 1.83 days 3.60 hours 50.4 minutes 7.2 minutes

99.9% ("three nines") 8.76 hours 43.8 minutes 10.1 minutes 1.44 minutes

99.95% ("three and a half nines") 4.38 hours 21.56 minutes 5.04 minutes 43.2 seconds

99.99% ("four nines") 52.56 minutes 4.38 minutes 1.01 minutes 8.64 seconds

Page 41: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

How to measure availability?

• Downtime defined only by downtime of critical components

41

Page 42: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Monitor: Optimize Your Enterprise GIS Deployments

• Monitor the health, usage, SLA

• Improve performance

• Reduce administration costs

• Quickly diagnose:

- Unstable infrastructure

- Overloaded system

- Bottlenecks

ArcGIS Monitor: Scalable and non-intrusive: Used by Esri Managed Cloud Services to Monitor 500+ GIS Servers

Page 43: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Example: Esri platform architecture

Page 44: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Example: Dev ops script sequencee.g. Cloud templates, Terraform, Chef, PowerShell, ArcPY

Page 45: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

RACI Chart

• Deployment and- Infrastructure

- Software

- Application

- Data

• Operations- Change Management

- Service Desk

- Incident Management

- Data Management

- Application Management

- Patches

Responsible, Accountable, Consulted, Informed

Page 46: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Success depends on you

Successfully Implementing Your Cloud Strategy

Page 47: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Four-step ProcessSuccess for all scopes

Page 48: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Go in with the Right MindsetAdvocate across Enterprise

Page 49: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Location StrategyThe guiding principles of success

• What is the organizational mission?

• What is the bold vision?

• What are your top business drivers & considerations?

• What does success look like?

Page 50: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Assess & PlanHonestly reflecting on what’s working & what’s not

• Establish baselines

• Cloud Readiness Assessment

- Inventory data, workflows, applications, & users

- Evaluate responsibilities

- Measure capacity of IT

- Establish skills of individuals

Page 51: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Build CapabilitySmall steps towards success

• Focus on highest priority

• Demonstrate value

• Show rapid results – prototype before production

• Configure first

• Share results to generate excitement

Page 52: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Operate & MeasureMonitor & move on

• Monitor system performance

• Collect & measure feedback from users & stakeholders

• Select additional priority from location strategy & begin again

Page 53: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

A Success Story

Page 54: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

The Journey to a Successful Implementation

Location Strategy

Assess & Plan

Build Capability

2

1

3

4Operate & Measure

0 A Solid Foundation

• Driven by Executive Sponsor• Clear project leader• Alignment with Business & IT

Strategy

• Bold vision – All GIS in a central, shared location information w/o duplication

• Location information a central, critical system

• Clearly documented what successes look like

• Clear measurements of baseline performance & usage

• Planning committee established priorities

• Completed thorough assessment in 2016

• Honest in what they could, should, & wanted to do

• Agreed to crawl, walk, run approach

• Develop a prototype then move to Production

• Quick, small wins

• Regular steering committee meetings

• Review priorities & performance

Page 55: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Review Key Takeaways

• How to Identify Organizational Strategy & Priorities

• Esri’s Cloud Offerings – There’s more than ArcGIS Online

• Successfully Executing Your Strategy

Page 56: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Questions?

Page 57: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Download the Esri Events

app & find your eventSelect the session

you attended

Scroll down to find the

feedback section

Complete answers

& select “Submit”

Please Take Our Survey in the Esri Events App

Page 58: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Thank You to Our Sponsors

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Page 59: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities

Thank You

Page 60: ArcGIS in the Cloud - proceedings.esri.comproceedings.esri.com/library/userconf/petrol18/papers/petrol-06.pdf · Key Takeaways •How to Identify Organizational Strategy & Priorities