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#Perform2018 Going beyond APM and soaring to the future Bernd Greifeneder CTO, Dynatrace

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Page 1: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

#Perform2018

Going beyond APM and soaring to the future

and soaring to the future

Bernd Greifeneder CTO, Dynatrace

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Page 3: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz
Page 4: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

customers competitionux

agilityrapid-releases

automation

org/culture

cloud technology

complexity self-driving ITreal-timefeedback

cost

Page 5: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

ingredients of self-driving IT

AI: answers & orchestrationopenness: automate

technology: cloud

organization: break silos culture: BizDevOps

Page 6: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

ingredients of self-driving IT

AI: answers & orchestration

Andreas LehoferChief Product Officer Dynatrace

Wolfgang BeerTechnical Product Manager Dynatrace

Page 7: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

5 years ago ...

Page 8: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

Most AIOps tools are failing!

Too slow for modern environments

No root cause information

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Why is Dynatrace different?

better data quality

stronger context and semantics

smarter algorithms

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confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A

B

C

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confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A

B

C

Page 12: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A

B

C

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps event based

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el A

B

C

Page 13: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

elM

ach

ine

Lea

rnin

g A

lgo

rith

m &

Mo

del

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps event based

A: Mobile app

B: Service

C: Container

Reality Dynatrace AI based monitoring

A: Mobile app

B: Service

C: ContainerLogs

A

B

C

User sessions

Metrics

PurePath

TCP Connections

Events

A

B

C

Page 14: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

elM

ach

ine

Lea

rnin

g A

lgo

rith

m &

Mo

del

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps event based

A: Mobile app

B: Service

C: Container

Reality Dynatrace AI based monitoring

A: Mobile app

B: Service

C: ContainerLogs

A

B

C

User sessions

Metrics

PurePath

TCP Connections

Events

D

D

D

D

D

A

B

C

Page 15: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

Drilldown to code-level

Business impact calculated

Drilldown to impacted user

sessions

Root cause detection without

learning

Real time dependency and change detection

Noise reduction1 Problem vs 15

incidents

Page 16: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

confidential

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

elM

ach

ine

Lea

rnin

g A

lgo

rith

m &

Mo

del

Ma

chin

e Le

arn

ing

Alg

ori

thm

& M

od

el

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps metric based

A: Mobile app

B: Service

C: Container

Reality 2nd Gen APM + Monitoring AIOps event based

A: Mobile app

B: Service

C: Container

Reality Dynatrace AI based monitoring

A: Mobile app

B: Service

C: ContainerLogs

A

B

C

User sessions

Metrics

PurePath

TCP Connections

Events

D

D

D

D

D

Root cause

Business impact

Dependency detection

Event noise reduction

Value

Root cause

Business impact

Dependency detection

Event noise reduction

Value

Root cause

Business impact

Dependency detection

Event noise reduction

Value

A

B

C

Page 17: and soaring to the future Going beyond APM and soaring to ......dev microservice 1 biz outcome app 3 biz outcome biz outcome microservice 2 biz outcome app 4 agile rapid-releases biz

better data quality

stronger context and semantics

smarter algorithms

real time

business impact & root cause detection

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confidential

Overwhelmed with isolated events

Orchestration & Scheduling Release & Deployment

CloudConfig Mgmt./ Provisioning

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Next generation of Dynatrace AI

opening Dynatrace AI to external data

AIOps of the future is here!

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Dynatrace AI leverages external data

Reality Dynatrace AI based monitoring

Your extensions

3rd party solution

Dynatrace API

Your DevOps teams

Dynatrace Partners

Dynatrace Services

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Beyond APMExtended Monitoring

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confidential

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confidential

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confidential

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confidential

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confidential

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confidential

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ingredients of self-driving IT

openness: automate, integrate AI: answers & orchestration

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confidential

40% customers applied API automation

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confidential

ingest & map

tech / biz metrics

events (logs, deployments,

CD/CI, infrastructure)

opentraces*

OpenKit RUM*

OpenAgent SDK*

stacktraces

user actions, behavior

device

collaboration comments

manage

dashboards*

configurations

access/permissions

environments/deployments

problems

maintenance/schedules

action

alert (3rd party tools, UFO, …)

orchestration

Davis conversations

remediation/self-healing

business event

CMDB population

ServiceNow population

custom solutions/applications

(e.g. detect unused instances)

* planned for 2018

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confidential

opennesswhy does it matter?

coverageentire cloud & app landscape

automationBusiness + IT + Dynatrace

applicationscustom solutions for IT & Biz

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Config Mgmt. /Provisioning

Orchestration & Scheduling

Cloud / IaaS / PaaS

Release & Deployment

CI/CD/ITSM automation

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SmartScape updating CMDBs

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confidential

Orchestrate remediation & self healing

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confidential

Davis is built on Dynatrace APIs

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confidential

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confidential

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confidential

Business Automation

failed transaction trigger CRM system for remediation

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ingredients of self-driving IT

AI: answers & orchestrationopenness: automate

technology: cloud

Alois ReitbauerChief Technology Strategist

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Strategic Collaboration with Cloud Providers

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Certified for Cloud-Native Monitoring

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Defining the future of Cloud Native Monitoring

Cloud Foundry Foundation

Silver Member

CNCF Silver Member

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Runs on your cloud

on demand

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Infrastructure as a Service

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Infrastructure as a Service

Deeper support coming for

AWS Openstack VMWare Azure

Google

Cloud

Azure AWS

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Dedicated Microsoft Azure Screen

Preview

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Multi-cloud Visibility

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Infrastructure as a Service

Container as a Service

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Container as a Service

Docker Azure

Container ServiceMesosphere

DC/OS

AWS ECS

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Industry leading container support

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Infrastructure as a Service

Container as a Service

Platform as a Service

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Platform as a Service

Kubernetes Cloud Foundry OpenShift ServiceFabric

Coming this year

Google

Container Engine

HerokuGoogle

App EnginePivotal

Container EngineAWS

Fargate

SAP CloudPlatform

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The easiest way to monitor any platform

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Cloud Foundry Full-Stack Dashboard

Preview

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Infrastructure as a Service

Container as a Service

Platform as a Service

Function as a Service

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Function as a Service

AWS

Lambda

Azure

Functions

Coming later this year

Google

Cloud Functions

Pivotal

Function Service

Beta in

February

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Lambda Insights without touching code

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Deepest Visibility in the Industry

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Infrastructure as a Service

Container as a Service

Cloud Services

Function as a Service

Platform as a Service

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Cloud Services

IoT gateways and middleware

Load balancers and other cloud

infrastructure services

Machine learning and AI APIs

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Extend visibility into “cloud mechanics”

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Example of X-Ray Supplementing Dynatrace Data

Preview

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ingredients of self-driving IT

AI: answers & orchestrationopenness: automate

technology: cloud

organization: break silos

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confidential

getting agile requires

breaking the silos

80% org & culture 20% technology

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illustrating example breaking silos

sales

services

biz

sup

po

rt

dev silos

disjunct departmental goals

slow cross-dept. process

slow releases

disconnect user/service/product

competitive market

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illustrating example: growth hacking squads break the silos

….sales

services

biz

support

dev

microservice1

biz outcome

app3

biz outcomebiz outcome

microservice2

biz outcome

app4

agile

rapid-releases

biz outcome oriented

automated

bigdata driven

BizDevOps

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ingredients of self-driving IT

AI: answers & orchestrationopenness: automate

technology: cloud

organization: break silos culture: BizDevOps

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Confidential, Dynatrace, LLC

http://dynatrace.github.io/ufodynatrace.com/ufobuy here @Perform 2018

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safe productionaccess for dev

usage feedbackpride & responsibility

data-driven Dynatrace AI

auto-everythingspeed & agility

user behavior enables business

info. democracy fosters collaboration

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confidential

noops & bizdevops changed product, quality and culture

releasesper year

production bugs reported by customers

awsinstances

daily deployments

7%

100%

26

2

450

5 0

500

2011 2017 2011 2017 2011 2017 2011 2017

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confidential

Digital Experience Management (DEM)

Real-User Monitoring (RUM)

Real-User Monitoring

Synthetic Monitoring

API Monitoring

Session Replay

User-Experience Analytics

Behavioral Analytics

BizDevOps key enabler

Funnel analysis

Complaint resolution

Compliance

Applications: Fraud, CRM, …

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confidential

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confidential

Don’t think of us as just monitoring

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confidential

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confidential

CMDB

ITOMcontext? user behavior?

up-to-date? AI? discovery?

real-time topology?

effort?Hadoop/ELK

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confidential

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confidential

Dynatrace

as strategic

platform

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confidential

Dynatrace

as strategic

platform

security

fraudcloud cost

biz actions…

orchestrationadapters

data-sources

converters

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Thank you