Cloud-Native Roadshow Stuttgart

1. Cloud Native Roadshow, Munich
Why on matters!

2. Marcus Johansson
CUSTOMER ENGINEER, DEVOPS
majohansson@google.com
@marcjoha
github.com/marcjoha
linkedin.com/in/marcusjohansson

3. Organize the world’s
information and make
it universally
accessible and useful

5. Foundation Infrastructure
and Operations
Data and ML Services
Application
Runtime Services
Enabling No-Touch Operations
Breakthrough Insights,
Breakthrough Applications
The Gear that Powers Google

6. Why on matters!
Engineering Partnership
Purpose built and co-engineered

7. 2 Netherlands
2
3
Singapore2
S Carolina
N Virginia
Belgium
London
Tokyo
Taiwan
Mumbai
Sydney
Oregon
Iowa
Frankfurt
São Paulo
Finland
3
3
3
3
3
3
3
4
3
3
3
California 3
3 Montreal

8. FASTER (US, JP, TW) 2016
Unity (US, JP) 2010
SJC (JP, HK, SG) 2013
Monet (US, BR) 2017
PLCN Unity (HK, LA) 2018
Indigo (SG, ID, AU) 2019
Tannat (BR, UY, AR) 2017
Junior (Rio, Santos) 2017
Edge Points of Presence 100+
Cloud CDN locations 80+
Cache node locations 800+
Ping across the atlantic ~75 ms
Global load-balancing M of requests

9. Global HTTP(s)
load balancer

10. 16Gbps
host-host

11. Live Migration

12. Confidential & ProprietaryGoogle Cloud Platform 12

13. Confidential + Proprietary
Cloud-native IAAS
● Low list prices
● Per-minute billing
● Sustained usage discounts
● Committed use discounts
● Preemptive machines
● Custom Machine Types
● VM Rightsizing

14. Why on matters!

15. Proprietary + Confidential
VIRTUAL NETWORK
Google Cloud Platform 101
Management Compute Storage Networking Big Data
Machine
Learning
GOOGLE
STACKDRIVER
IDENTITY AND
ACCESS
MANAGEMENT
VISION API
TRANSLATE API
BIGQUERY
DATAFLOW
CDN DATAPROC
DNS DATALAB
PUB/SUB
LOAD BALANCING
CLOUD STORAGE
NEARLINE
CLOUD SQL
DATASTORE
BIGTABLECONTAINER ENGINE
APP ENGINE
CUSTOM MACHINE TYPES
PREEMPTIBLE VMS
COMPUTE ENGINE
INTERCONNECT
CLOUD ML
SPEECH
NATURAL LANGUAGE

16. Proprietary + Confidential
VIRTUAL NETWORK
Google Cloud Platform 101
Management Compute Storage Networking Big Data
Machine
Learning
GOOGLE
STACKDRIVER
IDENTITY AND
ACCESS
MANAGEMENT
VISION API
TRANSLATE API
BIGQUERY
DATAFLOW
CDN DATAPROC
DNS DATALAB
PUB/SUB
LOAD BALANCING
CLOUD STORAGE
NEARLINE
CLOUD SQL
DATASTORE
BIGTABLECONTAINER ENGINE
APP ENGINE
CUSTOM MACHINE TYPES
PREEMPTIBLE VMS
COMPUTE ENGINE
INTERCONNECT
CLOUD ML
SPEECH
NATURAL LANGUAGE
ACTUAL
SCALE

17. Confidential & ProprietaryGoogle Cloud Platform 17Proprietary + Confidential

18. Confidential & ProprietaryGoogle Cloud Platform 18Proprietary + Confidential
What is Cloud Spanner?
Google’s mission-critical scalable relational Database Service
● Fully-managed RDBMS (without maintenance windows)
● Scales to Petabytes
● Strong consistency, with no restrictions
● Rich queries with standard SQL
● Schema changes without downtime
● Excellent performance and latency
● Feature-rich UI for database management

19. Proprietary + Confidential
VIRTUAL NETWORK
Google Cloud Platform 101
Management Compute Storage Networking Big Data
Machine
Learning
GOOGLE
STACKDRIVER
IDENTITY AND
ACCESS
MANAGEMENT
VISION API
TRANSLATE API
BIGQUERY
DATAFLOW
CDN DATAPROC
DNS DATALAB
PUB/SUB
LOAD BALANCING
CLOUD STORAGE
NEARLINE
CLOUD SQL
DATASTORE
BIGTABLECONTAINER ENGINE
APP ENGINE
CUSTOM MACHINE TYPES
PREEMPTIBLE VMS
COMPUTE ENGINE
INTERCONNECT
CLOUD ML
SPEECH
NATURAL LANGUAGE

20. Confidential + Proprietary

21. Tensorflow
Cloud ML Engine
Train and host your own Tensorflow model
Google-trained ML APIs
Translate, Vision, Speech, Natural Language, and Video

22. ● State of the art machine learning
models built by Google experts
● Pre-Trained on massive datasets
using Google scale infrastructure
● Work out of the box. No machine
learning expertise required
● Expect many more of these!
Google-trained ML APIs
Translate, Vision, Speech, Natural Language, and Video

23. Vision API TRY THE API
Faces
Faces, facial landmarks, emotions
OCR
Read and extract text, with
support for > 10 languages
Label
Detect entities from furniture to
transportation
Logos
Identify product logos
Landmarks & Image Properties
Detect landmarks & dominant
color of image
Safe Search
Detect explicit content - adult,
violent, medical and spoof

24. Speech API
Powered by deep
learning neural
networking to power
your applications..
No need for signal
processing or noise
cancellation before
calling API. Can
handle noisy audio
from a variety of
environments.
Noise Robustness
Can provide context
hints for improved
accuracy. Especially
useful for device and
app use cases.
Word HintsSpeech Recognition
TRY THE API
Recognizes over 80
languages & variants.
Can also filter
inappropriate content
in text results
Over 80 languages
Can stream text
results, returning
partial recognition
results as they
become available.
Can also be run on
buffered or archived
audio files.
Real-time results

25. Natural Language API
Identify entities and label by
types such as person,
organization, location,
events, products and media.
Enables you to easily
analyze text in multiple
languages including
English, Spanish and
Japanese.
Extract tokens and
sentences, identify parts of
speech (PoS) and create
dependency parse trees for
each sentence.
Syntax analysisEntity Recognition Multi-Language Support
TRY THE API
Understand the overall
sentiment expressed in a
block of text.
Sentiment Analysis

26. Translation API
Supports more than 100
languages and thousands
of language pairs.
Behind the scenes,
Translation API is learning
from logs analysis and
human translation
examples. Existing
language pairs improve and
new language pairs come
online at no additional cost.
Sometimes you don’t know
your source text language in
advance. Can automatically
identify languages with high
accuracy.
Automatic language
detection
The Premium edition is
tailored for users who need
precise, long-form
translation services (e.g.
livestream translations, high
volume of emails, detailed
articles and documents)
Premium edition BETA
Text Translation Continuous Updates
TRY THE API

27. Video Intelligence API
Label Detection
Detect objects, such as dog, flower, human, in
the video.
Shot Change Detection
Detect scene changes within the video.
Video Segmentation
Segment long-running videos to provide
annotations for specified time segments.
Integrated REST API
Request one or more annotation types per
image.
Regionalization
Specify a region where processing will take
place (for regulatory compliance).
Face Detection
Detect faces throughout the length
of the video.

28. cloud.google.com/translate/
cloud.google.com/vision/ cloud.google.com/speech/
cloud.google.com/natural-language/
Try them yourself in your browser!

29. Cloud Foundry Advantages
On Google Cloud Platform
Leading
Infrastructure
Industry-leading
hardware, network, and
services unavailable
on-prem or other clouds
Platform
Integration
Service broker integration
to allow access to GCP
services from your Cloud
Foundry applications
Google
Engineers
Owning and maintaining
the CF integrations with
Pivotal and investing in
customer implementation

31. Thanks!
cloud.google.com
pcf-cloud-native@google.com