SlideShare uma empresa Scribd logo
1 de 65
© 2017 Delphix. All Rights Reserved. Private and Confidential.© 2017 Delphix. All Rights Reserved. Private and Confidential.
Kellyn Pot’Vin-Gorman | Technical Intelligence Manager| November, 2017
Cloudy with a Chance of
Databases
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Kellyn Pot’Vin-Gorman
Technical Intelligence Manager, Delphix
• Multi-platform DBA, (Oracle, MSSQL, MySQL, Sybase,
Postgres…..)
• Oracle ACE Director, (Alumni)
• Oak Table Network
• Microsoft Idera ACE
• APEX Women in Technology Award, CTA 2014
• STEM education with Raspberry Pi and Python
• President, Rocky Mtn Oracle User Group
• Liaison, Denver SQL Server User Group
• DevOps author, instructor and presenter.
• Author, blogger, (http://dbakevlar.com)
© 2017 Delphix. All Rights Reserved. Private and Confidential.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cloud Trends
• 85% of Enterprises have a multi-cloud strategy
• 77% are hybrid cloud, (different than the 2017 cloud survey)
• Workloads are being run in the cloud-
• 41% in public clouds
• 38% in private clouds
• Enterprise Companies are choosing cloud
• 65% want public cloud
• 63% want private cloud solutions
• 93% will be hybrid
• State of the Cloud Survey, RightScale
© 2017 Delphix. All Rights Reserved. Private and Confidential.
6© 2016 Delphix Corporation
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Source: Right Scale State of the Cloud 2016
0%
10%
20%
30%
40%
50%
60%
Physical Machine Virtual Machine Private Cloud Public Cloud
2017
2018
2019
Enterprise Company Cloud Migrations, 2017-2019
© 2017 Delphix. All Rights Reserved. Private and Confidential.
2017 Cloud Focus
0% 10% 20% 30% 40% 50% 60%
Private Clouds
Public Clouds
Hybrid Clouds
Cloud Investment
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cloud Adoption and How It’s Changing
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Public Cloud Private Cloud Hybrid Cloud Any Cloud
2016
2017
2018
http://www.rightscale.com/blog/cloud-industry-insights/cloud-computing-trends-2017-state-cloud-survey
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Who’s Who
 Azure’s market penetration, (Up from 20% to 34%)
 AWS has remained consistent, (data before S3 outage)
 Google was up 10-15%
 Oracle is making headway in the SaaS arena, (Software as a
Service) and with Oracle Cloud Infrastructure, (Bare Metal)
 IBM? Archaic cloud of the Future?
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cloud by Provider
Cloud LTD, 2017
Trivia: Which Cloud
Vendor benefitted most
from the Amazon S3
outage?
AWS
Azure
IBM
Google
Oracle
Other
© 2017 Delphix. All Rights Reserved. Private and Confidential.
The Cloud
 AWS is now a $14 billion business - THIS YEAR.
 Not just Oracle’s investment, but Microsoft, IBM and Google are
all opening up new data centers are impressive rates.
 Consider how much of the cloud is outside of our focus area,
(desktop, applications and mobile)
© 2017 Delphix. All Rights Reserved. Private and Confidential.
The Limitations?
 Questions on Security
 Network woes
 Data Gravity
 Which Cloud and…
 Complex Cloud Management
© 2017 Delphix. All Rights Reserved. Private and Confidential.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
History of Databases
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Percentage of Database Types in 2017
© 2017 Delphix. All Rights Reserved. Private and Confidential.
When you consider…
An estimate of a 10% increase in data
accessibility will result in more than $65
million in additional net income, you can see
why data gravity is a big deal.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
How much data are we talking about?
• More data has been created in just the last two
years than the previous history of humanity
• 1.7MB of new information created every second
per human on the planet.
• Introduction of big data often has same
development pain points.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Database Trend Impact
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Biggest Gains?
© 2017 Delphix. All Rights Reserved. Private and Confidential.
What Has Lead to PostgreSQL Latest Success?
• Lower cost of ownership
• Advanced feature additions in PostgreSQL 10
• AmazonAurora support with PostgreSQL
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Oracle May Be Losing Ground, but It Has a Lot of Ground to
Begin With…
© 2017 Delphix. All Rights Reserved. Private and Confidential.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Savings!!
• Stop with the savings
conversation.
• Become Educated on Tools that can
Move the Education Needle
• Learn Encryption and Masking
• Become more fluent in both platform and
DevOps
So How, as DBAs, Do We Make it Easier?
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Sticker Shock
 Estimates on Wasted Cloud Expenditures
 30% of cloud is wasted – Perform Audits
 When measured, it was closer to 45%
 Best Tool to Impact Waste?
 Containerize
 Virtualize
 Cloud vendors profit from vendor lock-in.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
How Are Companies Migrating to the Cloud?
1. Just copy data and applications into the cloud…
• Straightforward approach
• Inefficient, non-incremental for large environments
• Insecure, physical file transfers
• A truck, (yes, I’m looking at you, “snowmachine”)
• Archaic processes recommended by vendors
2. Start with backups to IaaS storage, then populate re-hosted
applications by restoring from those backups
• Cloud backups are easy, known technology
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Standard Cloud Database Migration
Database server
Cloud Storage
Database server
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Migration Complete…Not so Much…
• Even if only development or test has been migrated to
the cloud…
• Data is migrated, but this doesn’t count for ongoing data
loads, application connectivity across the network.
• To refresh will take considerable time to perform.
• Rarely a consideration for the difference in cost
structure for processing large amounts of data from on-
premise to the cloud.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Network, the New Bottleneck
• Few tools identify network latency in terms of
percentage or cause.
• Explore potential latency between cloud services and
data transfer conditions on contracts.
• Negotiate requirements before the agreement is
signed and data is handed over.
• Many organization are investing in a dedicated WAN
for cloud environments and operations.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
AWS Demonstrates
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Jeremiah Wilton, https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database-
migration-service
Amazon Web Services
© 2017 Delphix. All Rights Reserved. Private and Confidential.
• https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database-migration-service
Cross Platform Migration from AWS
© 2017 Delphix. All Rights Reserved. Private and Confidential.
• https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database-migration-service
• Replicate data in on-premises databases to AWS
• Replicate OLTP data to Amazon Redshift
• Integrate tables from third-party software into your reporting or core OLTP
systems
• Hybrid cloud is a stepping stone in migration to AWS
Amazon Cloud and AWS Choices
© 2017 Delphix. All Rights Reserved. Private and Confidential.
• T2 pricing starts at $0.018 per Hour for T2.micro
• C4 pricing starts at $0.154 per Hour for C4.large
• 50GB GP2 storage included with T2 instances
• 100GB GP2 storage included with C4 instances
• Data transfer inbound and within AZ is free
• Data transfer across AZs starts at $0.01 per GB
https://aws.amazon.com/ec2/pricing/
AWS Pricing
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Azure SQL Database Migration
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Azure Pricing
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Oracle Cloud Pricing
© 2017 Delphix. All Rights Reserved. Private and Confidential.
There’s a Reason for these…
© 2017 Delphix. All Rights Reserved. Private and Confidential.
ProjectTimeline
Optimize
Migrate
Initial Testing
Requirements
Cloud Projects
© 2017 Delphix. All Rights Reserved. Private and Confidential.
What’s Missing?
Over 90% of cloud projects don’t
perform a preliminary identification of
latency or data issues that will impact
the project.
No strategy to identify or optimize BEFORE migrating to the cloud.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Secondary Considerations
• For Non-Production Systems…
• Change the way you’ve always performed tasks.
• Performing common tasks the same way as
previously might end up costing more.
• Secure Data
• All IaaS alternatives promote encryption for data in-
flight and for data at-rest, but encryption may not be
the right answer…
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Why is there a Sticker Shock with the Cloud?
• If you don’t optimize for the cloud before you migrate..
Different cost structures will come back to bite you-
• Much smaller storage footprint
• Update data-transfers between systems/applications
• Virtualize environments that have high percentage of
duplicate data
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cost Structures?
• Traditional copy data management techniques
• Developed without concerns about infrastructure chargeback
• Nightly batchload ETLs
• Traditional data pulls
• Inefficient applications with thick database design
• IaaS vendors monitor storage and data transfers
• Help meet SLAs, garner profits
• It’s not just the data that exists in the end, so transformations can equal big
money for cloud vendors.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Why Less Focus on Thin Provisioning
Storage costs
Thin-provisioning storage avoidance = $$$
Data transfer costs
Far less data transferred during provisioning/refresh
operations
• As opposed to the volume of data transferred using
traditional cloning techniques
Network-attached storage data transfers offset somewhat
• Most non-production usage modifies or accesses only a
tiny proportion of the total database during lifetime
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cloud and Performance
KNOW THY ENEMY…
• Tune SQL and Apps to perform efficiently as possible- natural life of
database is growth, (in processes, resources, etc.) before migrating.
• The less network latency, the better- network tracing to eliminate
database blame is important.
• Many of the same tools and data provides value- The AWR,
(Automatic Workload Repository) is your friend!
• Take advantage of cloud monitoring tools that can ease the learning
curve as you migrate to the cloud.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
• https://www.channele2e.com/2016/01/21/top-50-cloud-monitoring-and-management-tools-which-are-best/
1. Amazon CloudWatch
2. AppDynamics
3. Cloudmonix
4. Datadog
5. Dynatrace
6. Idera
7. Microsoft Cloud Monitoring
8. Nagios
9. New Relic
10.Solarwinds
The Best Cloud Monitoring and Management Tools,
(Alphabetically)
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Amazon Cloudwatch
• This is a monitoring service for AWS
cloud Collect and track metrics
• Collect and monitor log files
• Set alarms, and automatically react
to changes
© 2017 Delphix. All Rights Reserved. Private and Confidential.
AppDynamics
https://docs.appdynamics.com/display/PRO14S/Architecture
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Cloudmonix, (formerly AzureWatch)
• Supports Azure
• Supports both
Windows and
secondary Linux with
Azure
• Agent is required on
all hosts.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Datadog
• Strong DevOps Deployment
• Docker, Jenkins compatible
• Support AWS, Google, IBM
• GUI can be overwhelming
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Dynatrace
• Manages both Linux and Windows hosts
• AWS, Azure, Cloud Foundry, OpenStack, OpenShift and more.
• Hybrid management console
© 2017 Delphix. All Rights Reserved. Private and Confidential.
• Designed for service
providers, database
professionals and IT
professionals
• Monitor and manage data
center environments.
• Acquired CopperEgg platform
— now known as Uptime
Cloud Monitor.
Idera
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Microsoft Cloud Monitoring
• Microsoft Centric cloud
monitoring tools.
• Migration assistant and IIS
assistant
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Nagios
• Has a network analyzer!
• Cloud support for Amazon, EC2/S3
• Offers log and application
performance monitoring
• Still has open source features
© 2017 Delphix. All Rights Reserved. Private and Confidential.
New Relic
• Multi-tenant sourced
• Monitoring
• AWS, Azure and Google
• Requires agent installation
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Solarwinds
© 2017 Delphix. All Rights Reserved. Private and Confidential.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Confidential Data
http://ec.europa.eu/justice/data-protection/article-29/documentation/opinion-recommendation/files/2014/wp216_en.pdf
• GDPR, (General Data Protection Regulation States:
• Must have lawful basis to post process data
• Subject must have consented
• Must have contract that needs data
• Necessary and in order:
• Compliance
• Protect vital interests
• In public interest
• In legitimate interest of the owner/other party and doesn’t
violate the freedom and rights of the subject.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Confidential data
Exposure
Production
Non-production
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Confidential data
• Encryption is reversible data obfuscation, which is essential for
production access and MUST be DONE.
• Data masking is non-reversible.
• It solves the issue at the data level.
• Is authentication and authorization in non-production in
compliance with security goals?
• All organizations will soon need to review if critical data in
non-production environments be accessible to developers,
testers and users.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Why Masking is Important-
• Masking personally-identifiable, (PII, HIPPA, PCI, etc.)
information renders it useless from a security
standpoint
• Resolves both the technical and personal responsibility
issue.
• The data can be masked before it moves to non-
production, removing unnecessary risk.
• As we discussed, on average, 80% of data is non-
production.
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Confidential Data with Masking
Exposure
Production
Non-production
Encryption
Mask
Solution
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Target Complete Solutions to Ease Management and
Vulnerability
• Virtualize and tune on-prem
• Mask data before it’s in the cloud
• Smaller footprint before its in flight.
• It’s transformed by securely masking on-premises...
• Then...
• securely virtualized data can be safely replicated to
IaaS
© 2017 Delphix. All Rights Reserved. Private and Confidential.
Summary
• Know Your Cloud
• Educate on more than one Database Platform
• Use a cloud monitoring and heterogeneous tools to
simplify management.
• Confidential Data
• Encrypt production data
• Data masking is often integrated with products and
protects PCI, PII, HIPPA and other confidential data.
© 2017 Delphix. All Rights Reserved. Private and Confidential.© 2017 Delphix. All Rights Reserved. Private and Confidential.
Kellyn Pot’Vin-Gorman
Technical Intelligence Manager
kellyn@delphix.com
http://dbakevlar.com

Mais conteúdo relacionado

Mais procurados

Accelerate Design and Development of Data Projects Using AWS
Accelerate Design and Development of Data Projects Using AWSAccelerate Design and Development of Data Projects Using AWS
Accelerate Design and Development of Data Projects Using AWSDelphix
 
Managing ScaleIO as Software on Mesos
Managing ScaleIO as Software on MesosManaging ScaleIO as Software on Mesos
Managing ScaleIO as Software on MesosDavid vonThenen
 
Make a Move to the Azure Cloud with SoftNAS
Make a Move to the Azure Cloud with SoftNASMake a Move to the Azure Cloud with SoftNAS
Make a Move to the Azure Cloud with SoftNASBuurst
 
There's More to Docker than the Container: The Docker Platform - Kendrick Col...
There's More to Docker than the Container: The Docker Platform - Kendrick Col...There's More to Docker than the Container: The Docker Platform - Kendrick Col...
There's More to Docker than the Container: The Docker Platform - Kendrick Col...{code} by Dell EMC
 
Containers and microservices for realists
Containers and microservices for realistsContainers and microservices for realists
Containers and microservices for realistsKarthik Gaekwad
 
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...{code} by Dell EMC
 
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...{code} by Dell EMC
 
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017{code} by Dell EMC
 
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deployments
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deploymentsSAP Teched 2012 Session Tec3438 Automate IaaS SAP deployments
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deploymentsChris Kernaghan
 
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017{code} by Dell EMC
 
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...{code} by Dell EMC
 
Storage Integrations for Container Orchestrators
Storage Integrations for Container OrchestratorsStorage Integrations for Container Orchestrators
Storage Integrations for Container Orchestrators{code} by Dell EMC
 
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...{code} by Dell EMC
 
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...{code} by Dell EMC
 
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud Computing
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud ComputingRICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud Computing
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud ComputingMark Hinkle
 
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...{code} by Dell EMC
 
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017{code} by Dell EMC
 

Mais procurados (20)

Accelerate Design and Development of Data Projects Using AWS
Accelerate Design and Development of Data Projects Using AWSAccelerate Design and Development of Data Projects Using AWS
Accelerate Design and Development of Data Projects Using AWS
 
Managing ScaleIO as Software on Mesos
Managing ScaleIO as Software on MesosManaging ScaleIO as Software on Mesos
Managing ScaleIO as Software on Mesos
 
Make a Move to the Azure Cloud with SoftNAS
Make a Move to the Azure Cloud with SoftNASMake a Move to the Azure Cloud with SoftNAS
Make a Move to the Azure Cloud with SoftNAS
 
There's More to Docker than the Container: The Docker Platform - Kendrick Col...
There's More to Docker than the Container: The Docker Platform - Kendrick Col...There's More to Docker than the Container: The Docker Platform - Kendrick Col...
There's More to Docker than the Container: The Docker Platform - Kendrick Col...
 
Virtualization and Containers
Virtualization and ContainersVirtualization and Containers
Virtualization and Containers
 
Containers and microservices for realists
Containers and microservices for realistsContainers and microservices for realists
Containers and microservices for realists
 
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...
Reduce Your Configuration Management Nightmare with Docker - Jonah Horowitz -...
 
GDPR- The Buck Stops Here
GDPR-  The Buck Stops HereGDPR-  The Buck Stops Here
GDPR- The Buck Stops Here
 
{code} and containers
{code} and containers{code} and containers
{code} and containers
 
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...
Deep Dive on REX-Ray, libStorage and the Container Storage Interface - Clinto...
 
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017
 
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deployments
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deploymentsSAP Teched 2012 Session Tec3438 Automate IaaS SAP deployments
SAP Teched 2012 Session Tec3438 Automate IaaS SAP deployments
 
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017
The Open Source Effect on Dell EMC - Joshua Bernstein - Dell EMC World 2017
 
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...
Leading an Open Source community at a large Enterprise - Jonas Rosland - Open...
 
Storage Integrations for Container Orchestrators
Storage Integrations for Container OrchestratorsStorage Integrations for Container Orchestrators
Storage Integrations for Container Orchestrators
 
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...
 
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...
Deep-Dive on Container Networking Architectures - Frans van Rooyen - Dell EMC...
 
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud Computing
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud ComputingRICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud Computing
RICON 2014 - Build a Cloud Day - Crash Course Open Source Cloud Computing
 
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...
Docker for Private Clouds with RackHD - Justin Kenney and Aaron Spiegel - Del...
 
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017
Kubernetes and ScaleIO demo - Clinton Kitson - Dell EMC World 2017
 

Semelhante a Cloudy with a Chance of Databases

Empowering Agile Development with Containers
Empowering Agile Development with ContainersEmpowering Agile Development with Containers
Empowering Agile Development with ContainersKellyn Pot'Vin-Gorman
 
The Power of DataOps for Cloud and Digital Transformation
The Power of DataOps for Cloud and Digital Transformation The Power of DataOps for Cloud and Digital Transformation
The Power of DataOps for Cloud and Digital Transformation Delphix
 
Confessions of the AppDev VP Webinar (Delphix)
Confessions of the AppDev VP Webinar (Delphix)Confessions of the AppDev VP Webinar (Delphix)
Confessions of the AppDev VP Webinar (Delphix)Sam Molmud
 
Confessions of the AppDev VP
Confessions of the AppDev VPConfessions of the AppDev VP
Confessions of the AppDev VPDelphix
 
The Rise of DataOps: Making Big Data Bite Size with DataOps
The Rise of DataOps: Making Big Data Bite Size with DataOpsThe Rise of DataOps: Making Big Data Bite Size with DataOps
The Rise of DataOps: Making Big Data Bite Size with DataOpsDelphix
 
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...Amazon Web Services
 
Real World Modern Development Use Cases with RackHD and Adobe
Real World Modern Development Use Cases with RackHD and AdobeReal World Modern Development Use Cases with RackHD and Adobe
Real World Modern Development Use Cases with RackHD and AdobeTimothy Gelter
 
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...DataStax
 
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStack
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStackAdobe Advertising Cloud: The Reality of Cloud Bursting with OpenStack
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStackNicolas Brousse
 
Demystifying Data Warehousing as a Service - DFW
Demystifying Data Warehousing as a Service - DFWDemystifying Data Warehousing as a Service - DFW
Demystifying Data Warehousing as a Service - DFWKent Graziano
 
E-Business Suite on Oracle Cloud
E-Business Suite on Oracle CloudE-Business Suite on Oracle Cloud
E-Business Suite on Oracle CloudKeith Kiattipong
 
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017Amazon Web Services
 
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step JourneyWebinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step JourneyDataStax
 

Semelhante a Cloudy with a Chance of Databases (20)

Empowering Agile Development with Containers
Empowering Agile Development with ContainersEmpowering Agile Development with Containers
Empowering Agile Development with Containers
 
Database Migrations to the Cloud
Database Migrations to the CloudDatabase Migrations to the Cloud
Database Migrations to the Cloud
 
The Cloud Talk
The Cloud TalkThe Cloud Talk
The Cloud Talk
 
Making the Cloud a Known Entity
Making the Cloud a Known EntityMaking the Cloud a Known Entity
Making the Cloud a Known Entity
 
The Power of DataOps for Cloud and Digital Transformation
The Power of DataOps for Cloud and Digital Transformation The Power of DataOps for Cloud and Digital Transformation
The Power of DataOps for Cloud and Digital Transformation
 
Screw DevOps, Let's Talk DataOps
Screw DevOps, Let's Talk DataOpsScrew DevOps, Let's Talk DataOps
Screw DevOps, Let's Talk DataOps
 
Confessions of the AppDev VP Webinar (Delphix)
Confessions of the AppDev VP Webinar (Delphix)Confessions of the AppDev VP Webinar (Delphix)
Confessions of the AppDev VP Webinar (Delphix)
 
Confessions of the AppDev VP
Confessions of the AppDev VPConfessions of the AppDev VP
Confessions of the AppDev VP
 
DevOps for the DBA- Jax Style!
DevOps for the DBA-  Jax Style!DevOps for the DBA-  Jax Style!
DevOps for the DBA- Jax Style!
 
The Rise of DataOps: Making Big Data Bite Size with DataOps
The Rise of DataOps: Making Big Data Bite Size with DataOpsThe Rise of DataOps: Making Big Data Bite Size with DataOps
The Rise of DataOps: Making Big Data Bite Size with DataOps
 
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...
Seamless Migration of Public Sector Data and Workloads to the AWS Cloud - AWS...
 
Data platforms 2017
Data platforms 2017Data platforms 2017
Data platforms 2017
 
Real World Modern Development Use Cases with RackHD and Adobe
Real World Modern Development Use Cases with RackHD and AdobeReal World Modern Development Use Cases with RackHD and Adobe
Real World Modern Development Use Cases with RackHD and Adobe
 
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...
 
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStack
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStackAdobe Advertising Cloud: The Reality of Cloud Bursting with OpenStack
Adobe Advertising Cloud: The Reality of Cloud Bursting with OpenStack
 
Demystifying Data Warehousing as a Service - DFW
Demystifying Data Warehousing as a Service - DFWDemystifying Data Warehousing as a Service - DFW
Demystifying Data Warehousing as a Service - DFW
 
Future of IT
Future of ITFuture of IT
Future of IT
 
E-Business Suite on Oracle Cloud
E-Business Suite on Oracle CloudE-Business Suite on Oracle Cloud
E-Business Suite on Oracle Cloud
 
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017
Oracle Enterprise Solutions on AWS - ENT326 - re:Invent 2017
 
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step JourneyWebinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
 

Mais de Kellyn Pot'Vin-Gorman

Redgate_summit_atl_kgorman_intersection.pptx
Redgate_summit_atl_kgorman_intersection.pptxRedgate_summit_atl_kgorman_intersection.pptx
Redgate_summit_atl_kgorman_intersection.pptxKellyn Pot'Vin-Gorman
 
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptx
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptxSQLSatOregon_kgorman_keynote_NIAIMLEC.pptx
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptxKellyn Pot'Vin-Gorman
 
Turning ADHD into "Awesome Dynamic Highly Dependable"
Turning ADHD into "Awesome Dynamic Highly Dependable"Turning ADHD into "Awesome Dynamic Highly Dependable"
Turning ADHD into "Awesome Dynamic Highly Dependable"Kellyn Pot'Vin-Gorman
 
Cepta The Future of Data with Power BI
Cepta The Future of Data with Power BICepta The Future of Data with Power BI
Cepta The Future of Data with Power BIKellyn Pot'Vin-Gorman
 
Pass Summit Linux Scripting for the Microsoft Professional
Pass Summit Linux Scripting for the Microsoft ProfessionalPass Summit Linux Scripting for the Microsoft Professional
Pass Summit Linux Scripting for the Microsoft ProfessionalKellyn Pot'Vin-Gorman
 
PASS 24HOP Linux Scripting Tips and Tricks
PASS 24HOP Linux Scripting Tips and TricksPASS 24HOP Linux Scripting Tips and Tricks
PASS 24HOP Linux Scripting Tips and TricksKellyn Pot'Vin-Gorman
 
Power BI with Essbase in the Oracle Cloud
Power BI with Essbase in the Oracle CloudPower BI with Essbase in the Oracle Cloud
Power BI with Essbase in the Oracle CloudKellyn Pot'Vin-Gorman
 
ODTUG Leadership Talk- WIT and Sponsorship
ODTUG Leadership Talk-  WIT and SponsorshipODTUG Leadership Talk-  WIT and Sponsorship
ODTUG Leadership Talk- WIT and SponsorshipKellyn Pot'Vin-Gorman
 
Taming the shrew, Optimizing Power BI Options
Taming the shrew, Optimizing Power BI OptionsTaming the shrew, Optimizing Power BI Options
Taming the shrew, Optimizing Power BI OptionsKellyn Pot'Vin-Gorman
 

Mais de Kellyn Pot'Vin-Gorman (20)

Redgate_summit_atl_kgorman_intersection.pptx
Redgate_summit_atl_kgorman_intersection.pptxRedgate_summit_atl_kgorman_intersection.pptx
Redgate_summit_atl_kgorman_intersection.pptx
 
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptx
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptxSQLSatOregon_kgorman_keynote_NIAIMLEC.pptx
SQLSatOregon_kgorman_keynote_NIAIMLEC.pptx
 
Boston_sql_kegorman_highIO.pptx
Boston_sql_kegorman_highIO.pptxBoston_sql_kegorman_highIO.pptx
Boston_sql_kegorman_highIO.pptx
 
Oracle on Azure IaaS 2023 Update
Oracle on Azure IaaS 2023 UpdateOracle on Azure IaaS 2023 Update
Oracle on Azure IaaS 2023 Update
 
IaaS for DBAs in Azure
IaaS for DBAs in AzureIaaS for DBAs in Azure
IaaS for DBAs in Azure
 
Being Successful with ADHD
Being Successful with ADHDBeing Successful with ADHD
Being Successful with ADHD
 
Azure DBA with IaaS
Azure DBA with IaaSAzure DBA with IaaS
Azure DBA with IaaS
 
Turning ADHD into "Awesome Dynamic Highly Dependable"
Turning ADHD into "Awesome Dynamic Highly Dependable"Turning ADHD into "Awesome Dynamic Highly Dependable"
Turning ADHD into "Awesome Dynamic Highly Dependable"
 
PASS Summit 2020
PASS Summit 2020PASS Summit 2020
PASS Summit 2020
 
DevOps in Silos
DevOps in SilosDevOps in Silos
DevOps in Silos
 
Azure Databases with IaaS
Azure Databases with IaaSAzure Databases with IaaS
Azure Databases with IaaS
 
How to Win When Migrating to Azure
How to Win When Migrating to AzureHow to Win When Migrating to Azure
How to Win When Migrating to Azure
 
Securing Power BI Data
Securing Power BI DataSecuring Power BI Data
Securing Power BI Data
 
Cepta The Future of Data with Power BI
Cepta The Future of Data with Power BICepta The Future of Data with Power BI
Cepta The Future of Data with Power BI
 
Pass Summit Linux Scripting for the Microsoft Professional
Pass Summit Linux Scripting for the Microsoft ProfessionalPass Summit Linux Scripting for the Microsoft Professional
Pass Summit Linux Scripting for the Microsoft Professional
 
Taming the shrew Power BI
Taming the shrew Power BITaming the shrew Power BI
Taming the shrew Power BI
 
PASS 24HOP Linux Scripting Tips and Tricks
PASS 24HOP Linux Scripting Tips and TricksPASS 24HOP Linux Scripting Tips and Tricks
PASS 24HOP Linux Scripting Tips and Tricks
 
Power BI with Essbase in the Oracle Cloud
Power BI with Essbase in the Oracle CloudPower BI with Essbase in the Oracle Cloud
Power BI with Essbase in the Oracle Cloud
 
ODTUG Leadership Talk- WIT and Sponsorship
ODTUG Leadership Talk-  WIT and SponsorshipODTUG Leadership Talk-  WIT and Sponsorship
ODTUG Leadership Talk- WIT and Sponsorship
 
Taming the shrew, Optimizing Power BI Options
Taming the shrew, Optimizing Power BI OptionsTaming the shrew, Optimizing Power BI Options
Taming the shrew, Optimizing Power BI Options
 

Último

08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 

Último (20)

08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 

Cloudy with a Chance of Databases

  • 1. © 2017 Delphix. All Rights Reserved. Private and Confidential.© 2017 Delphix. All Rights Reserved. Private and Confidential. Kellyn Pot’Vin-Gorman | Technical Intelligence Manager| November, 2017 Cloudy with a Chance of Databases
  • 2. © 2017 Delphix. All Rights Reserved. Private and Confidential. Kellyn Pot’Vin-Gorman Technical Intelligence Manager, Delphix • Multi-platform DBA, (Oracle, MSSQL, MySQL, Sybase, Postgres…..) • Oracle ACE Director, (Alumni) • Oak Table Network • Microsoft Idera ACE • APEX Women in Technology Award, CTA 2014 • STEM education with Raspberry Pi and Python • President, Rocky Mtn Oracle User Group • Liaison, Denver SQL Server User Group • DevOps author, instructor and presenter. • Author, blogger, (http://dbakevlar.com)
  • 3. © 2017 Delphix. All Rights Reserved. Private and Confidential.
  • 4. © 2017 Delphix. All Rights Reserved. Private and Confidential.
  • 5. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cloud Trends • 85% of Enterprises have a multi-cloud strategy • 77% are hybrid cloud, (different than the 2017 cloud survey) • Workloads are being run in the cloud- • 41% in public clouds • 38% in private clouds • Enterprise Companies are choosing cloud • 65% want public cloud • 63% want private cloud solutions • 93% will be hybrid • State of the Cloud Survey, RightScale
  • 6. © 2017 Delphix. All Rights Reserved. Private and Confidential. 6© 2016 Delphix Corporation
  • 7. © 2017 Delphix. All Rights Reserved. Private and Confidential. Source: Right Scale State of the Cloud 2016 0% 10% 20% 30% 40% 50% 60% Physical Machine Virtual Machine Private Cloud Public Cloud 2017 2018 2019 Enterprise Company Cloud Migrations, 2017-2019
  • 8. © 2017 Delphix. All Rights Reserved. Private and Confidential. 2017 Cloud Focus 0% 10% 20% 30% 40% 50% 60% Private Clouds Public Clouds Hybrid Clouds Cloud Investment
  • 9. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cloud Adoption and How It’s Changing 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Public Cloud Private Cloud Hybrid Cloud Any Cloud 2016 2017 2018 http://www.rightscale.com/blog/cloud-industry-insights/cloud-computing-trends-2017-state-cloud-survey
  • 10. © 2017 Delphix. All Rights Reserved. Private and Confidential. Who’s Who  Azure’s market penetration, (Up from 20% to 34%)  AWS has remained consistent, (data before S3 outage)  Google was up 10-15%  Oracle is making headway in the SaaS arena, (Software as a Service) and with Oracle Cloud Infrastructure, (Bare Metal)  IBM? Archaic cloud of the Future?
  • 11. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cloud by Provider Cloud LTD, 2017 Trivia: Which Cloud Vendor benefitted most from the Amazon S3 outage? AWS Azure IBM Google Oracle Other
  • 12. © 2017 Delphix. All Rights Reserved. Private and Confidential. The Cloud  AWS is now a $14 billion business - THIS YEAR.  Not just Oracle’s investment, but Microsoft, IBM and Google are all opening up new data centers are impressive rates.  Consider how much of the cloud is outside of our focus area, (desktop, applications and mobile)
  • 13. © 2017 Delphix. All Rights Reserved. Private and Confidential. The Limitations?  Questions on Security  Network woes  Data Gravity  Which Cloud and…  Complex Cloud Management
  • 14. © 2017 Delphix. All Rights Reserved. Private and Confidential.
  • 15. © 2017 Delphix. All Rights Reserved. Private and Confidential. History of Databases
  • 16. © 2017 Delphix. All Rights Reserved. Private and Confidential. Percentage of Database Types in 2017
  • 17. © 2017 Delphix. All Rights Reserved. Private and Confidential. When you consider… An estimate of a 10% increase in data accessibility will result in more than $65 million in additional net income, you can see why data gravity is a big deal.
  • 18. © 2017 Delphix. All Rights Reserved. Private and Confidential. How much data are we talking about? • More data has been created in just the last two years than the previous history of humanity • 1.7MB of new information created every second per human on the planet. • Introduction of big data often has same development pain points.
  • 19. © 2017 Delphix. All Rights Reserved. Private and Confidential. Database Trend Impact
  • 20. © 2017 Delphix. All Rights Reserved. Private and Confidential. Biggest Gains?
  • 21. © 2017 Delphix. All Rights Reserved. Private and Confidential. What Has Lead to PostgreSQL Latest Success? • Lower cost of ownership • Advanced feature additions in PostgreSQL 10 • AmazonAurora support with PostgreSQL
  • 22. © 2017 Delphix. All Rights Reserved. Private and Confidential. Oracle May Be Losing Ground, but It Has a Lot of Ground to Begin With…
  • 23. © 2017 Delphix. All Rights Reserved. Private and Confidential.
  • 24. © 2017 Delphix. All Rights Reserved. Private and Confidential. Savings!! • Stop with the savings conversation. • Become Educated on Tools that can Move the Education Needle • Learn Encryption and Masking • Become more fluent in both platform and DevOps So How, as DBAs, Do We Make it Easier?
  • 25. © 2017 Delphix. All Rights Reserved. Private and Confidential. Sticker Shock  Estimates on Wasted Cloud Expenditures  30% of cloud is wasted – Perform Audits  When measured, it was closer to 45%  Best Tool to Impact Waste?  Containerize  Virtualize  Cloud vendors profit from vendor lock-in.
  • 26. © 2017 Delphix. All Rights Reserved. Private and Confidential. How Are Companies Migrating to the Cloud? 1. Just copy data and applications into the cloud… • Straightforward approach • Inefficient, non-incremental for large environments • Insecure, physical file transfers • A truck, (yes, I’m looking at you, “snowmachine”) • Archaic processes recommended by vendors 2. Start with backups to IaaS storage, then populate re-hosted applications by restoring from those backups • Cloud backups are easy, known technology
  • 27. © 2017 Delphix. All Rights Reserved. Private and Confidential. Standard Cloud Database Migration Database server Cloud Storage Database server
  • 28. © 2017 Delphix. All Rights Reserved. Private and Confidential. Migration Complete…Not so Much… • Even if only development or test has been migrated to the cloud… • Data is migrated, but this doesn’t count for ongoing data loads, application connectivity across the network. • To refresh will take considerable time to perform. • Rarely a consideration for the difference in cost structure for processing large amounts of data from on- premise to the cloud.
  • 29. © 2017 Delphix. All Rights Reserved. Private and Confidential. Network, the New Bottleneck • Few tools identify network latency in terms of percentage or cause. • Explore potential latency between cloud services and data transfer conditions on contracts. • Negotiate requirements before the agreement is signed and data is handed over. • Many organization are investing in a dedicated WAN for cloud environments and operations.
  • 30. © 2017 Delphix. All Rights Reserved. Private and Confidential. AWS Demonstrates
  • 31. © 2017 Delphix. All Rights Reserved. Private and Confidential. Jeremiah Wilton, https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database- migration-service Amazon Web Services
  • 32. © 2017 Delphix. All Rights Reserved. Private and Confidential. • https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database-migration-service Cross Platform Migration from AWS
  • 33. © 2017 Delphix. All Rights Reserved. Private and Confidential. • https://www.slideshare.net/AmazonWebServices/dat205-new-launch-introduction-to-aws-database-migration-service • Replicate data in on-premises databases to AWS • Replicate OLTP data to Amazon Redshift • Integrate tables from third-party software into your reporting or core OLTP systems • Hybrid cloud is a stepping stone in migration to AWS Amazon Cloud and AWS Choices
  • 34. © 2017 Delphix. All Rights Reserved. Private and Confidential. • T2 pricing starts at $0.018 per Hour for T2.micro • C4 pricing starts at $0.154 per Hour for C4.large • 50GB GP2 storage included with T2 instances • 100GB GP2 storage included with C4 instances • Data transfer inbound and within AZ is free • Data transfer across AZs starts at $0.01 per GB https://aws.amazon.com/ec2/pricing/ AWS Pricing
  • 35. © 2017 Delphix. All Rights Reserved. Private and Confidential. Azure SQL Database Migration
  • 36. © 2017 Delphix. All Rights Reserved. Private and Confidential. Azure Pricing
  • 37. © 2017 Delphix. All Rights Reserved. Private and Confidential. Oracle Cloud Pricing
  • 38. © 2017 Delphix. All Rights Reserved. Private and Confidential. There’s a Reason for these…
  • 39. © 2017 Delphix. All Rights Reserved. Private and Confidential. ProjectTimeline Optimize Migrate Initial Testing Requirements Cloud Projects
  • 40. © 2017 Delphix. All Rights Reserved. Private and Confidential. What’s Missing? Over 90% of cloud projects don’t perform a preliminary identification of latency or data issues that will impact the project. No strategy to identify or optimize BEFORE migrating to the cloud.
  • 41. © 2017 Delphix. All Rights Reserved. Private and Confidential. Secondary Considerations • For Non-Production Systems… • Change the way you’ve always performed tasks. • Performing common tasks the same way as previously might end up costing more. • Secure Data • All IaaS alternatives promote encryption for data in- flight and for data at-rest, but encryption may not be the right answer…
  • 42. © 2017 Delphix. All Rights Reserved. Private and Confidential. Why is there a Sticker Shock with the Cloud? • If you don’t optimize for the cloud before you migrate.. Different cost structures will come back to bite you- • Much smaller storage footprint • Update data-transfers between systems/applications • Virtualize environments that have high percentage of duplicate data
  • 43. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cost Structures? • Traditional copy data management techniques • Developed without concerns about infrastructure chargeback • Nightly batchload ETLs • Traditional data pulls • Inefficient applications with thick database design • IaaS vendors monitor storage and data transfers • Help meet SLAs, garner profits • It’s not just the data that exists in the end, so transformations can equal big money for cloud vendors.
  • 44. © 2017 Delphix. All Rights Reserved. Private and Confidential. Why Less Focus on Thin Provisioning Storage costs Thin-provisioning storage avoidance = $$$ Data transfer costs Far less data transferred during provisioning/refresh operations • As opposed to the volume of data transferred using traditional cloning techniques Network-attached storage data transfers offset somewhat • Most non-production usage modifies or accesses only a tiny proportion of the total database during lifetime
  • 45. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cloud and Performance KNOW THY ENEMY… • Tune SQL and Apps to perform efficiently as possible- natural life of database is growth, (in processes, resources, etc.) before migrating. • The less network latency, the better- network tracing to eliminate database blame is important. • Many of the same tools and data provides value- The AWR, (Automatic Workload Repository) is your friend! • Take advantage of cloud monitoring tools that can ease the learning curve as you migrate to the cloud.
  • 46. © 2017 Delphix. All Rights Reserved. Private and Confidential. • https://www.channele2e.com/2016/01/21/top-50-cloud-monitoring-and-management-tools-which-are-best/ 1. Amazon CloudWatch 2. AppDynamics 3. Cloudmonix 4. Datadog 5. Dynatrace 6. Idera 7. Microsoft Cloud Monitoring 8. Nagios 9. New Relic 10.Solarwinds The Best Cloud Monitoring and Management Tools, (Alphabetically)
  • 47. © 2017 Delphix. All Rights Reserved. Private and Confidential. Amazon Cloudwatch • This is a monitoring service for AWS cloud Collect and track metrics • Collect and monitor log files • Set alarms, and automatically react to changes
  • 48. © 2017 Delphix. All Rights Reserved. Private and Confidential. AppDynamics https://docs.appdynamics.com/display/PRO14S/Architecture
  • 49. © 2017 Delphix. All Rights Reserved. Private and Confidential. Cloudmonix, (formerly AzureWatch) • Supports Azure • Supports both Windows and secondary Linux with Azure • Agent is required on all hosts.
  • 50. © 2017 Delphix. All Rights Reserved. Private and Confidential. Datadog • Strong DevOps Deployment • Docker, Jenkins compatible • Support AWS, Google, IBM • GUI can be overwhelming
  • 51. © 2017 Delphix. All Rights Reserved. Private and Confidential. Dynatrace • Manages both Linux and Windows hosts • AWS, Azure, Cloud Foundry, OpenStack, OpenShift and more. • Hybrid management console
  • 52. © 2017 Delphix. All Rights Reserved. Private and Confidential. • Designed for service providers, database professionals and IT professionals • Monitor and manage data center environments. • Acquired CopperEgg platform — now known as Uptime Cloud Monitor. Idera
  • 53. © 2017 Delphix. All Rights Reserved. Private and Confidential. Microsoft Cloud Monitoring • Microsoft Centric cloud monitoring tools. • Migration assistant and IIS assistant
  • 54. © 2017 Delphix. All Rights Reserved. Private and Confidential. Nagios • Has a network analyzer! • Cloud support for Amazon, EC2/S3 • Offers log and application performance monitoring • Still has open source features
  • 55. © 2017 Delphix. All Rights Reserved. Private and Confidential. New Relic • Multi-tenant sourced • Monitoring • AWS, Azure and Google • Requires agent installation
  • 56. © 2017 Delphix. All Rights Reserved. Private and Confidential. Solarwinds
  • 57. © 2017 Delphix. All Rights Reserved. Private and Confidential.
  • 58. © 2017 Delphix. All Rights Reserved. Private and Confidential. Confidential Data http://ec.europa.eu/justice/data-protection/article-29/documentation/opinion-recommendation/files/2014/wp216_en.pdf • GDPR, (General Data Protection Regulation States: • Must have lawful basis to post process data • Subject must have consented • Must have contract that needs data • Necessary and in order: • Compliance • Protect vital interests • In public interest • In legitimate interest of the owner/other party and doesn’t violate the freedom and rights of the subject.
  • 59. © 2017 Delphix. All Rights Reserved. Private and Confidential. Confidential data Exposure Production Non-production
  • 60. © 2017 Delphix. All Rights Reserved. Private and Confidential. Confidential data • Encryption is reversible data obfuscation, which is essential for production access and MUST be DONE. • Data masking is non-reversible. • It solves the issue at the data level. • Is authentication and authorization in non-production in compliance with security goals? • All organizations will soon need to review if critical data in non-production environments be accessible to developers, testers and users.
  • 61. © 2017 Delphix. All Rights Reserved. Private and Confidential. Why Masking is Important- • Masking personally-identifiable, (PII, HIPPA, PCI, etc.) information renders it useless from a security standpoint • Resolves both the technical and personal responsibility issue. • The data can be masked before it moves to non- production, removing unnecessary risk. • As we discussed, on average, 80% of data is non- production.
  • 62. © 2017 Delphix. All Rights Reserved. Private and Confidential. Confidential Data with Masking Exposure Production Non-production Encryption Mask Solution
  • 63. © 2017 Delphix. All Rights Reserved. Private and Confidential. Target Complete Solutions to Ease Management and Vulnerability • Virtualize and tune on-prem • Mask data before it’s in the cloud • Smaller footprint before its in flight. • It’s transformed by securely masking on-premises... • Then... • securely virtualized data can be safely replicated to IaaS
  • 64. © 2017 Delphix. All Rights Reserved. Private and Confidential. Summary • Know Your Cloud • Educate on more than one Database Platform • Use a cloud monitoring and heterogeneous tools to simplify management. • Confidential Data • Encrypt production data • Data masking is often integrated with products and protects PCI, PII, HIPPA and other confidential data.
  • 65. © 2017 Delphix. All Rights Reserved. Private and Confidential.© 2017 Delphix. All Rights Reserved. Private and Confidential. Kellyn Pot’Vin-Gorman Technical Intelligence Manager kellyn@delphix.com http://dbakevlar.com

Notas do Editor

  1. 1002 IT Professionals from Infrastructure and related technologies Only 82% were multi-cloud the year before Hybrid was only 71% the year before
  2. Notice the decline of on-prem physical and VMs What are cloud machines, other than enhanced VMs??
  3. Only 1% of companies have no cloud strategies planned. SaaS will be controlled, often by the original vendors that can lock customers into their cloud platform. SAP = Hana. Azure = Microsoft, Linkedin, Slideshare…. Oracle=EBS, Peoplesoft, OBIEE. Amazon is taking large chunks out of each.
  4. Amazon and Azure own this race, but a price war could shake up the future of which cloud our data resides. Almost 70% of the market is owned by Amazon and Microsoft- Azure doubles each year, up 93% in 2016, expected $20 billion for 2018 During Amazon S3 outage, it wasn’t Azure or Oracle that benefited, but Google, which increased its business over 12% in just two days. Linode, Intel, Datamation Armor used to be Firehost, cybersecurity company and best practices AT&T has joined with Juniper Networks Centurylink Hostway is based off Microsoft technology and has sold to a number of health and mobile companies
  5. Examples like Capital One, Live Nation and Ancestory, (which explains Jeremiah’s obsessions with genealogy? )
  6. GDPR is going to be full force by spring, 2018 and there are still many questions, as well as lacking best practice on encryption and masking. Every cloud project I’ve been on, there have been challenges with either network latency, firewall and security issues, etc. Network skills and hardware are behind the cloud curve Data is heavy- data gravity, in both definitions are holding it back, either due to complexity or weight. Some are waiting for the pressing cloud wars to give them a better choice, waiting for hardware purchases to come out of date.
  7. And yet we state that we won’t need DBAs? That data isn’t the center of challenge?
  8. Per Forbes, by the year 2020, about 1.7 megabytes of new information will be created every second for every human being on the planet. more data has been created in the past two years than in the entire previous history of the human race. That data has to be stored somewhere and there’s a large chance it’s going to be in a relational data store.
  9. Along with what we cover in this list, what isn’t in this list? Amazon? DynamoDB is at #22 Redshift is #33 Aurora is #64 CloudSearch is #86 SimpleDB is #91 They’re holding steady or falling a place or two. What does that tell us?
  10. Table partitioning, logical replication, improved parallel query, enhanced password hashing, (SCRAM-SHA- 256 Autonomous transactions Multipmaster cluster with sharding Pluggable storage engine, (columna, in-memory, etc.) Page-level compression Temporary table performance overhaul. Amazon has not only gone full in 4/2017, just released management and performance monitoring console.
  11. Anybody getting a ton of MongoDB email promotions lately?
  12. One cloud engineer for a large software company shaved $300,000 off of a $2.5 million cloud bill by monitoring his consumption. As we go along, we’re going to discuss difference in how consumption is calculated.
  13. Arrow Electronics is now doing 30% of their business doing audits of cloud environments.
  14. All packages include Oracle Database Transparent Data Encryption. Standard package includes the Oracle Database Standard Edition 2. Enterprise package includes the Oracle Database Enterprise Edition, Data Masking and Subsetting Pack, Diagnostics and Tuning Packs, and Real Application Testing. High Performance extends the Enterprise package with the following options: Multitenant, Partitioning, Advanced Compression, Advanced Security, Label Security, Database Vault, OLAP, Advanced Analytics, Spatial & Graph, Database Lifecycle Management Pack and Cloud Management Pack for Oracle Database. Extreme Performance package extends the High Performance package with the following options: RAC (Real Application Clusters), In-Memory Database, Active Data Guard.
  15. The snowball and the snowmachine exists for a reason…
  16. There are a ton more, but these are the ones I tested and found to be best of all paid and open source for monitoring. There are licenses and fees with many of these.
  17. Not able to execute powershell commands without agent installation on Azure, but agent is not required for standard monitoring.
  18. Well-known for a range of monitoring and management tools.
  19. Data can only be processed if there is at least one lawful basis to do so[14]. The lawful basis for processing data are: the data subject has given consent to the processing of his or her personal data for one or more specific purposes. processing is necessary for the performance of a contract to which the data subject is party or in order to take steps at the request of the data subject prior to entering into a contract. processing is necessary for compliance with a legal obligation to which the controller is subject. processing is necessary in order to protect the vital interests of the data subject or of another natural person. processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller. processing is necessary for the purposes of the legitimate interests pursued by the controller or by a third party, except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child.
  20. Or does it shift the problem toward authentication and authorization?