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Edge-Core-Cloud Accelerate AI Data pipeline in Multi-cloud

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Page 1: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Edge-Core-Cloud

Accelerate AI Data pipeline in Multi-cloud

Page 2: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

“ By 2020, the spend on edge infrastructure will reach up to 18% of the total IoT

infrastructure spend (IDC) “

Page 3: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business
Page 4: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Distributed

AI Model

Data Creation

Decision

Action

BANDWIDTH

PROCESSING

POWER

LATENCY

Page 5: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

EXAMPLE OUTPUTS

HEALTHCARE RETAIL FINANCE

Cancer Detection Targeted ads Cybersecurity

Image Classification

Basket Analysis Credit Scoring

Tumor Size/

Shape Analysis

Build 360º

Customer View

Credit Risk

Analysis

Survivability

Prediction

Sentiment &

behavior

recognition

Fraud Detection

Therapy

Recommendation

Recommendation

Engine

Algorithmic

Trading

INPUTS

Text Data Images

AudioVideo

How Our Client using AI -ML - DL

Page 6: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Cloud-First

Bridge

Data Science

Streaming-First

Data Architecture ASKs

Self Service Portability Scalability

Modernise building blocks

Page 7: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Data Pipeline Diverse Needs

Page 8: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Data Pipeline Requirements

Page 9: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

STA

GIN

G

Extraction Transform

& LoadLoad

DWH AnalyticsData sources

QU

EU

E

Realtime

Steaming

Realtime

Analytic

AnalyticsData sources

DATA

LAKE

Aggregation

BA

TC

HS

TR

EA

MIN

G

Page 10: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Our execution from

Edge –to– Core –to– Cloud

Object

Storage

NFSNetworkFileSystem

9

ONTAPSANtricity

BigData Cluster AI/ML Cluster

C480 ML M5

In-place analytics In-place AI/ML

DirectConnect

ExpressRoute

Cloud Interconnect

Databricks/EMR

NetApp HDFS-NFS

HDInsight

NetApp HDFS-NFS

Cloud DataProc

NetApp HDFS-NFS

Replication Cloud Volumes ONTAP

Content Data Source

Sensor Data

Queue System

Unified Data Lake

Archive Store

Secured Data Volumes

Click Stream

Express

ROBO

Page 11: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Analytics Project

Analytics and data visualisationWe’ll help you gain insight into your

organisation through data analytics,

business intelligence, and data

visualisation.

Modern data architecture We’ll help define the appropriate storage

and processing architectures to ingest,

process, and integrate hybrid data in a

cost-effective manner.

Business assuranceWe’ll make sure you have a resilient architecture,

automated multi-cloud backup, and DR plans to

support your business risk and assurance

outcomes – so that you can protect your valuable

data, and ensure governance and compliance.

Modern data managementWe’ll show you how to establish processes and

tools to gain control over data across your

organisation, and improve data quality aligned to

governance and regulatory mandates.

Dataset CybersecurityWe’ll help you put in place the right security

policies, architectures, processes, and controls

used to comply with GDPR, and expertise to

protect your infrastructure, applications, and data.

Database servicesWe’ll help you develop, optimise, audit, and

consolidate your enterprise databases in

order to maximise business value.

Data and analytics advisoryWe’ll help you define the strategies

needed to realise more value from

your data and further use data to

inform your business objectives.

Page 12: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Next Steps toward your Data Management

Leverage analytics to

refine processes and

transform business outcome

Optimise data infrastructure, apply

automated policies, enforce

governance, apply security controls

and backup and recovery approach

Identify critical data, ascertain

retention strategy, asses

business risk, and place optimally

to extract maximum value

Page 13: Accelerate AI Data Pipeline through - Cisco · Analytics Project Analytics and data visualisation We’ll help you gain insight into your organisation through data analytics, business

Thank you