cloud-native workshop nyc - leveraging google cloud services with spring boot and pivotal cloud...
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Organize the world’s information and make it universally accessible and useful.
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 TypesAverage 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
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NATURAL LANGUAGE API
Cloud Foundry AdvantagesOn Google Cloud Platform
Platform Integration
Service broker integration to allow access to GCP
services from your Cloud Foundry applications
Leading InfrastructureIndustry-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 OwnModel
Pre-Trained Models
Vision Speech BETATranslation Natural Language
BigQueryCloud
StorageCloud
Datalab
TFTensor Flow
Pipelines Model Management
API
Vision API TRY THE API
FacesFaces, facial landmarks, emotions
OCRRead and extract text, with support for > 10 languages
LabelDetect entities from furniture to transportation
LogosIdentify product logos
Landmarks & Image PropertiesDetect landmarks & dominant color of image
Safe SearchDetect 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 BETAText Translation Continuous Updates
TRY THE API
Video Intelligence APILabel DetectionDetect objects, such as dog, flower, human, in the video.
Shot Change DetectionDetect scene changes within the video.
Video SegmentationSegment long-running videos to provide annotations for specified time segments.
Integrated REST APIRequest one or more annotation types per image.
RegionalizationSpecify a region where processing will take place (for regulatory compliance).
Face DetectionDetect 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
