Does Big Data Spell Big Costs- Impetus Webinar
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
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Does Big Data Spell Big Costs ?
March 3010:00 am PT/ 1:00 pm ET
@ impetuscalling
Recorded version available at
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
2/27
Impetus Proprietary
Outline
Big Data Current Scenario Cost components in a Big Data Warehouse
Best Practices - Reducing the cost of Big Data solutions Cost of storage
Technologies- What and Where?
Big Data strategies Our recommendations to reduce TCO
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
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Impetus Proprietary
Big Data - Current Scenario
2.5 Quintillion Bytes produced every day
$6 Trillion Big data cost IDC/EMC
$650 BillionCost of wasted productivity because of information
overload
1ZB Estimated Internet Traffic by 2015
1800EB Size of the digital universe in 2011
90%90% of the data in the world today has been
created in the last two years alone
18 Months Estimated time for the digital universe to double
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
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Impetus Proprietary
Age of Data
Age of Software Age ofData
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Impetus Proprietary
Existing State of Big Data Solutions
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Impetus Proprietary
Using Commodity H/w for Big Data
Commodity Hardware Pros
Build your own
The promise of innovation
Cons
Building reliable storage $1 per GB Add the cost of managing / monitoring / hosting
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
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Impetus Proprietary
Using Open Source & Cloud Computing
Open Source Pros
Software is free !! Glory to the Elephant Cons
Cost of Training thinking parallel is not intuitive Cost of Support support is not free
Cloud Computing
Pros
Rent what you need Cons
$14,000 a month for 100 TB data storage only
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Impetus Proprietary
Big Data Warehouse Cost Components
Initial entry costs- Cost of experimentation Cost of integration and moving data - Cost of ETL
Query and analytics capability
Manageability
On-going maintenance - Monitoring and tuning
Changing capacity - Additional hardware
Cost of compliance
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
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Impetus Proprietary
Lowering TCO of Big Data
Hardware Lower cost of storage
Lower cost of computation
Software Make things faster
Do more with less
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8/2/2019 Does Big Data Spell Big Costs- Impetus Webinar
10/27
Impetus Proprietary
How to reduce the cost of storage?
Compress RainStor and similar solutions Just make sure your Read Throughput is high
Retain all v/s load & process
Setup data pipelines or use ILM Principles
Creation and Receipt Distribution
Use
Maintenance
Disposition
Focus on Big Data but dont forget the Small Data
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Technologies: What and Where?
What? Open Source vs. Commercial software?
Specialized hardware/appliances vs. commodity hardware?
Vendor lock-in vs. vendor independence?
Cost of latencies?
Cloud?
Where?
OLTP - NoSQL v/s OLAP - DW (MapReduce & MPP)
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OLAP: Big Data Scenarios
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Data Tapping Point, Cost & Latency
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Impetus Proprietary
Indirect Analytics over Hadoop
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Impetus Proprietary
Direct Analytics over Hadoop
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Impetus Proprietary
Analytics over Hadoop with MPP DW
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Selecting the Right Technology
Key considerations $ per TB
Business Continuity/ Cost/ Vendor Lock-in
Latency Needs
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Choosing MPP
$ per TB Driven EMC Greenplum
Teradata, Aster
HP Vertica
Oracle Exadata
Netezza
ParAccel
Others
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http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56 -
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Faster Map Reduce & Hadoop
Business Continuity/ Cost/ Vendor Lock-in MapR
HPCC
Hadapt
Pervasive DataRush, HStreaming
Cloud Map Reduce
DataStax Platform Computing
MARS, GPMR
ParStream
19Impetus ProprietaryRecorded version available at
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http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56 -
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OLTP: NoSQL Solutions
Latency Needs Column stores
HBase, Cassandra
Documents stores MongoDB, CouchDB
Key stores Redis, Riak etc.; Kyoto Cabinet/Tokyo Tyrant, Berkley
GraphDB Neo4j
Cloud stores
SimpleDB
20Impetus ProprietaryRecorded version available at
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OLTP: New Era RDBMS Versions
Postgres, InfiniDB, Infobright MySQL Cluster
GridSQL, EnterpriseDB
MS SQL
Sybase IQ
Specialized stores VoltDB, MarkLogic, Clustrix
Xeround
ParStream
Oracle NoSQL
21Impetus ProprietaryRecorded version available at
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http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56 -
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Impetus Proprietary
Recommendations Cost Components of a Big Data Warehouse
Initial Entry Costs - Cost of ExperimentationWe recommend Follow Best Practices , Learn or Hire
Cost of Integration and Moving Data- Cost of ETL
We recommend - Remove costly licensed tools, switch to MapReduce for ETL or ELT
Manageability - Provisioning, management tools
We recommend Opt for multi-vendor management toolsets,e.g. Impetus Ankush
On-Going Maintenance- Monitoring and Tuning
We recommend Automate! Automate! Automate!
Changing Capacity - Additional Hardware
Do you know the GPU?
2222Impetus Proprietary
Recorded version available at
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http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56 -
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Impetus Proprietary
Recommendations Hardware & Software
Cost of Storage- Compress DataWe recommend Opting for RainStor/ similar solutions
Do More with Less - Faster MR
We recommend MapR/ similar solutions Acunu and related solutions for NoSQL
2323Impetus Proprietary
Recorded version available at
http://www.impetus.com/webinar_registration?event=archived&eid=56
http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56http://www.impetus.com/webinar_registration?event=archived&eid=56 -
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About Us
Strategic partners for software product engineering and R&D Thought leaders in cutting-edge technologies
Mature processes and practices that are methodical, yet flexible
Diverse domain expertise
Our services in Big Data and Analytics
Expert consulting Proof-of-concept & Implementation Support services
24Impetus ProprietaryRecorded version available at
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Big Data Quick Start Program
Three Modules Gear up (1 day session)
Base Camp (4 day session)
Summit (5 day session)
Recorded version available at
http://www.impetus.com/webinar_registration?event=archived&eid=56
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Questions
Please send in your questions
using the chat panel
2626Impetus Proprietary
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Click to edit Master subtitle style
Thank you
For more information,write to us at [email protected]
@ impetuscalling
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