Cloud-Native Roadshow - Google - Detroit
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Google Cloud Platform provides tools for storage, computing, networking, machine learning, and data analytics that are built using Google's technology and designed to handle massive workloads. It includes services like Compute Engine, Kubernetes Engine, BigQuery, Cloud Storage, and machine learning APIs for vision, translation, and speech. Google Cloud aims to organize the world's information and make it universally accessible and useful through these cloud services.
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Cloud-Native Roadshow - Google - Detroit
- 2. Organize the world’s information and make it universally accessible and useful.
- 3. Google Cloud brings battle hardened tech from Google products
- 4. Proprietary + Confidential Google Cloud Platform 101 LauncherManagement GOOGLE STACKDRIVER IDENTITY AND ACCESS MANAGEMENT Compute CONTAINER ENGINE APP ENGINE CUSTOM MACHINE TYPES PREEMPTIBLE VMS COMPUTE ENGINE Storage CLOUD STORAGE NEARLINE CLOUD SQL DATASTORE BIGTABLE VIRTUAL NETWORK Networking CDN DNS LOAD BALANCING INTERCONNECT Big Data BIGQUERY DATAFLOW DATAPROC DATALAB PUB/SUB Machine Learning VISION API TRANSLATE API CLOUD ML SPEECH NATURAL LANGUAGE
- 5. Why on matters! Purpose built and co-engineered
- 6. Confidential & ProprietaryGoogle Cloud Platform 6
- 9. GCE Custom Machine Types Average Savings: 19%
- 10. 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
- 15. Why on matters!
- 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
- 17. Proprietary + Confidential What is BigQuery Google's enterprise data warehouse for analytics Scans terabytes in seconds, petabytes in minutes Fully managed, serverless analytics service Data is encrypted and replicated Load data from Google Storage or Google Cloud Datastore
- 18. ● 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 Machine Learning APIs
- 19. 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
- 20. 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
- 21. 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
- 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. 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
- 24. 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.
- 25. cloud.google.com/translate/ cloud.google.com/vision/ cloud.google.com/speech/ cloud.google.com/natural-language/ Try them yourself in your browser!
- 26. Confidential & ProprietaryGoogle Cloud Platform 26Proprietary + Confidential 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, ...)
- 27. Confidential & ProprietaryGoogle Cloud Platform 27Proprietary + Confidential Kubo=Kubernetes+BOSH API/Controller (master) Database (etcd) kubelet (worker)kubelet (worker)Worker (node) Container (pod) Kubernetes Architecture Diagram
- 28. Transform data into actions Data Preparation & Processing Cloud Dataflow Cloud Dataproc Exploration & Collaboration Google BigQuery Cloud Datalab Google Analytics 360 Cloud Dataproc Mobile apps Sensors and devices Web apps Developers Data scientists Business analysts Data Ingestion Cloud Pub/Sub GAE / PCF Databases/ Storage Cloud SQL Cloud Bigtable Cloud Datastore Cloud Storage Analytics Google BigQuery Google Analytics 360 Cloud Dataproc Google Drive Advanced Analytics & Intelligence Cloud Machine Learning Translate API Vision API Speech API