Confidential & Proprietary

Google Cloud Platform

Antonio Zurlo zurlo@google.com

$29 billion Over 1 billion 5,000 caching points

99.95% uptime

Over one billion users each.

Google Search

Android Chrome Google Maps

Google Play

YouTube Gmail Google Cloud

Google Cloud Platform Regions15 current regions. 4 new regions coming.

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proprietary & confidential | not for distribution

2012 20132002 2004 2006 2008 2010

Google Research Publications referenced are available here: http://research.google.com/pubs/papers.htmlThe Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines, 2009 http://research.google.com/pubs/pub35290.html

GFS

MapReduce

BigTable

Google Research in Infrastructure Technologies

Colossus

Dremel Flume

Megastore

Spanner

Millwheel

PubSub

F1

Confidential & ProprietaryGoogle Cloud Platform 6

2012 20132002 2004 2006 2008 2010

Cloud Storage

DataProc

BigTable Cloud Storage

BigQuery DataFlow

DataStore

Spanner

DataFlow

PubSub

F1

Available as of Sep 2015 at cloud.google.com

Google Research Publications referenced are available here: http://research.google.com/pubs/papers.htmlThe Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines, 2009 http://research.google.com/pubs/pub35290.html

Google Products in Infrastructure Technologies

Tensorflow

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Google Cloud PlatformBuilding Blocks

Network DataCompute

Confidential & Proprietary

Compute Engine

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Google Compute

Highly Configurable Resources

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Managed Compute Paradigms

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Better EconomicsSUSTAINED USE DISCOUNTSThe more you use, the bigger the discount: automatically get up to 30%-off workloads that run for the duration of the billing month on Compute Engine 1

COMMITTED USE DISCOUNTSSavings of up to 57% without upfront fees and with instance-type flexibility 1

PER SECOND BILLINGYou pay per SECOND, with a one minute minimum.

CUSTOM MACHINE TYPESPick any configuration of CPU, memory, and attached devices. Our customers have saved an average of 19% — and as much as 50% — on top of our already market-leading prices.3

PREEMPTIBLE VM INSTANCESUp to 80%-off2 workloads that can be interrupted, like HTC, Batch and data processing.

1https://cloud.google.com/compute/pricing2https://cloud.google.com/preemptible-vms/3https://cloudplatform.googleblog.com/2016/02/Custom-Machine-Types-goes-GA-saving-you-up-to-50-percent-on-compute-costs.html

Managed Instance Groups

Intel Skylake CPUs

NVIDIA GPUs

Confidential & Proprietary

Networking

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Network/Bandwidth

Google Networking

Network

Efficient SDN network

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Performance

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Connectivity

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Confidential & Proprietary

Storing data on GCP

Storage options on GCP

GOOGLE CLOUD STORAGE

PERSISTENT DISK

LOCAL STORAGE

ON-SITE SOLUTIONS

DataStorage

Block Storage Options

Local SSDFastest, Attached, Ephemeral

Persistent Disk: SSDFast, Persistent, Durable, Remote

Persistent Disk: HDDCheapest, Persistent, Durable, Remote

Targetscenarios

- High-performance scratch space. Frequently accessed data.

Features

- Max Throughput: 800 MB/s read, 400 MB/s write

- Max Throughput: 180 MB/s read, 120 MB/s write

Price / GB

GCS Object Storage

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Kx on GCP

StorageBigQuery

StorageCloud Storage

Pipeline ManagementCloud Composer

Data AnalysisCloud Datalab

ProcessingCloud Dataproc

MLCloud ML

Architecture: Kx > GCP

StreamingCloud Pub/Sub

On premises

Corporate SourcesStorage Compute

Cold StorageNearline Storage

Business Analysis

ETLCloud Dataflow

Transform Data

TensorFlow

External Feeds

embedPy

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Thank You