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www.accureanalytics.com
A big data analytics company
info@accureanalytics.com
Realtime Stream Analytics
with Momentum
Shamshad Ansari
President & CEO
www.accureanalytics.com
MOMENTUM
A big data analytics platform for machine learning, NLP, and IoT
© Copyright Accure Inc. All rights reserved. www.accureanalytics.com2
www.accureanalytics.com
Momentum Architectural Principles
3
Load data
from any
source
Transform
data from
multiple
sources
Zero
programming
analytics
Easy to
extend
without the
complexity of
underlying
technologies
Open for BI
tools for data
visualization
www.accureanalytics.com4
RDBMS
News
channels
Click stream
Online chat
Network
Data
Sensor Data
Social
Media
Server Log
Call Log
Campaign
Data
TCP/IP
Subscription
3rd Party
Data
NoSQL
Others …
Data
Ingestion &
Transformati
on
Guzzler
Historical
Batch
Realtime
Hadoop Distributed File System (HDFS)
Neuron
MapReduce /
Stream
Processor
Machine
Learning
NLP
Math /
Statistics
Emitter
HDFS
NoSQL
Solr
Others…
Sink
NoSQL DB
Solr Cloud
Cassandra
HBase
HP Vertica
Others …
Analytics Visualizer
Tableau Qlik MicroStrategy Pentaho
Accure
Custom
www.accureanalytics.com
Stream Analytics with Momentum
• Process millions of events per second in
realtime
• Construct business specific alerts over data
from devices and applications
• Correlate data from multiple streams and
derive meaningful insights
• Apply machine learning on data streams in
realtime or in batch
5
www.accureanalytics.com
Stream Hub
• Momentum provides UI based configuration
utility, callled Stream Hub, to add any number
of devices or group of devices that will
transmit streams in realtime
• Streams of data from each device or group of
devices can be processed with different
algorithms
6
www.accureanalytics.com
Security
• Momentum allows to configure security either
at device level or at device group levels
7
www.accureanalytics.com
Scale
• Scale to any level of data without stopping or
restarting the stream
• Add new devices at anytime without a
downtime
8
www.accureanalytics.com
Alert Mechanism
• Momentum provides an easy to use UI based
configuration utility to define rules to develop
alerts.
• Generated alerts can be consumed by other
third party applications/systems.
9
www.accureanalytics.com
Momentum Reference Architecture
10
Streaming
Gateway
Adapter
Local
Gateway
Scalable
storage
Batch analytics
Realtime
analytics Visualiza
tion
Alert
Gateway
Alert
Engine
Third party apps
Devices
www.accureanalytics.com
Applications
• IoT
• Click stream analytics
• Telecom analytics
• Ecommerce transaction analytics
• and many more…
11
www.accureanalytics.com
Accure Engineers Momentum
Accure helps data driven companies to connect
to all data sources, aggregate, join and
transform their data, build big data analytics
based on machine learning, NLP, and statistical
science so that our customers get actionable
insights in a fraction of time and cost.
12
www.accureanalytics.com

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