Date post: | 21-Jan-2018 |
Category: |
Data & Analytics |
Upload: | shamshad-ansari |
View: | 8,876 times |
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www.accureanalytics.com
A big data analytics company
Realtime Stream Analytics with Momentum
Shamshad AnsariPresident & 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
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Momentum Architectural Principles
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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
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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 &
Transformation
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 PentahoAccure
Custom
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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
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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
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Security
• Momentum allows to configure security either at device level or at device group levels
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Scale
• Scale to any level of data without stopping or restarting the stream
• Add new devices at anytime without a downtime
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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.
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Momentum Reference Architecture
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Streaming Gateway
Adapter
Local Gateway
Scalable storage
Batch analytics
Realtime analytics Visualiza
tion
Alert Gateway
Alert Engine
Third party apps
Devices
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Applications
• IoT
• Click stream analytics
• Telecom analytics
• Ecommerce transaction analytics
• and many more…
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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.
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