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Google Cloud brings battle hardened tech from Google products
Confidential + Proprietary
Google Cloud Platform Services
VIRTUAL NETWORK
LOAD BALANCING
CDN
DNS
INTERCONNECT
Management Compute Storage Networking Data
Machine
Learning
STACKDRIVER
IDENTITY AND
ACCESS
MANAGEMENT
CLOUD ML
SPEECH API
VISION API
TRANSLATE API
NATURAL
LANGUAGE API
Why on matters!
Purpose built and co-engineered
Global HTTP(s)
load balancer
16Gbps
host-host
GCE Custom Machine Types
Average Savings: 19%
36%
discount
28%
discount
List price
differences
Per-minute billing,
Custom machines,
Sustained-use
discounts
100%
80%
60%
40%
20%
0%
Average 59%
discount
Perennial price leader
Rightsizing
recommen-
dations
25%
discount
Maximum 89%
discount
Other Cloud
Providers
Confidential & ProprietaryGoogle Cloud Platform 9
Why on matters!
Why on matters!
Confidential + Proprietary
Google Cloud Platform Services
VIRTUAL NETWORK
LOAD BALANCING
CDN
DNS
INTERCONNECT
Management Compute Storage Networking Data
Machine
Learning
STACKDRIVER
IDENTITY AND
ACCESS
MANAGEMENT
CLOUD ML
SPEECH API
VISION API
TRANSLATE API
12
NATURAL
LANGUAGE API
Cloud Foundry Advantages
On Google Cloud Platform
Platform
Integration
Service broker integration
to allow access to GCP
services from your Cloud
Foundry applications
Leading
Infrastructure
Industry-leading
hardware, network, and
services unavailable
on-prem or other clouds
Google
Engineers
Owning and maintaining
the CF integrations with
Pivotal and investing in
customer implementation
Two flavors of machine learning
Build Your Own
Model
Pre-Trained
Models
Vision Speech BETA
Translation Natural
Language
BigQuery
Cloud
Storage
Cloud
Datalab
TF
Tensor
Flow
Pipelines Model
Management
API
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
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
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
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
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.
cloud.google.com/translate/
cloud.google.com/vision/ cloud.google.com/speech/
cloud.google.com/natural-language/
Try them yourself in your browser!
What is Cloud Spanner?
Traditional relational semantics: schemas,
ACID transactions, SQL
Fully managed, database service with global scale
Automatic, synchronous replication within and
across regions for HA
Google’s mission-critical scalable relational Database Service
Battle-tested within Google for 5+ yrs (Adwords, GooglePlay, ...)
Resources
Cloud Video Intellegence API demo
cloud.google.com
Spanner demo
Cloud Foundry service broker intro and demo
cloud.google.com
pcf-cloud-native@google.com

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Cloud-Native Workshop NYC - Leveraging Google Cloud Services with Spring Boot and Pivotal Cloud Foundry

  • 1. Organize the world’s information and make it universally accessible and useful.
  • 2. Google Cloud brings battle hardened tech from Google products
  • 3. Confidential + Proprietary Google Cloud Platform Services VIRTUAL NETWORK LOAD BALANCING CDN DNS INTERCONNECT Management Compute Storage Networking Data Machine Learning STACKDRIVER IDENTITY AND ACCESS MANAGEMENT CLOUD ML SPEECH API VISION API TRANSLATE API NATURAL LANGUAGE API
  • 4. Why on matters! Purpose built and co-engineered
  • 7. GCE Custom Machine Types Average Savings: 19%
  • 8. 36% discount 28% discount List price differences Per-minute billing, Custom machines, Sustained-use discounts 100% 80% 60% 40% 20% 0% Average 59% discount Perennial price leader Rightsizing recommen- dations 25% discount Maximum 89% discount Other Cloud Providers
  • 12. Confidential + Proprietary Google Cloud Platform Services VIRTUAL NETWORK LOAD BALANCING CDN DNS INTERCONNECT Management Compute Storage Networking Data Machine Learning STACKDRIVER IDENTITY AND ACCESS MANAGEMENT CLOUD ML SPEECH API VISION API TRANSLATE API 12 NATURAL LANGUAGE API
  • 13. Cloud Foundry Advantages On Google Cloud Platform Platform Integration Service broker integration to allow access to GCP services from your Cloud Foundry applications Leading Infrastructure Industry-leading hardware, network, and services unavailable on-prem or other clouds Google Engineers Owning and maintaining the CF integrations with Pivotal and investing in customer implementation
  • 14.
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  • 17.
  • 18.
  • 19.
  • 20. Two flavors of machine learning Build Your Own Model Pre-Trained Models Vision Speech BETA Translation Natural Language BigQuery Cloud Storage Cloud Datalab TF Tensor Flow Pipelines Model Management API
  • 21. 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
  • 22. 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
  • 23. 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
  • 24. 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
  • 25. 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.
  • 27. What is Cloud Spanner? Traditional relational semantics: schemas, ACID transactions, SQL Fully managed, database service with global scale Automatic, synchronous replication within and across regions for HA Google’s mission-critical scalable relational Database Service Battle-tested within Google for 5+ yrs (Adwords, GooglePlay, ...)
  • 28. Resources Cloud Video Intellegence API demo cloud.google.com Spanner demo Cloud Foundry service broker intro and demo