SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Downloaden Sie, um offline zu lesen
®
© 2015 MapR Technologies 1
®
© 2015 MapR Technologies
Steve Wooledge, VP Product Marketing
Feb 18-20
®
© 2015 MapR Technologies 2
Empowering “as-it-happens”
businesses by speeding up the
data-to-action cycle
®
®
© 2015 MapR Technologies 3
Top-Ranked NoSQL
Top-Ranked Hadoop
Distribution
Top-Ranked SQL-on-Hadoop
Solution
®
®
© 2015 MapR Technologies 4
Goals of This Session
Insights to key factors for estimating
total cost of Hadoop ownership
Demo -
Online TCO Calculator for Hadoop
Help understand the differences in
Hadoop distros
®
© 2015 MapR Technologies 5
Background – Why & How to Do TCO Analysis?
Operations teams need to forecast
size, staffing, and facility
requirements
There are many hidden costs for
Apache Hadoop
Not all Hadoop distributions are
created equally
®
© 2015 MapR Technologies 6
Online TCO Calculator for Hadoop
Goals of online TCO calculator
–  Simple and self-service
–  Credible – detailed variables
–  Educate on differences
based on FACTS
–  Social and sharable
What it compares
–  HDFS-based distributions vs. MapR Data Platform-based distribution
®
© 2015 MapR Technologies 7
TCO Calculator for Hadoop
2 Total Hardware Costs
1 3-Year Total Cost of Ownership
4 Total Staffing Expenses
3
Environmentals
(Power, Space, Cooling)
Key Outputs for Customer
TB of data
# of files
% growth of data
®
© 2015 MapR Technologies 8
Key Variables and Assumptions Taken Into Account
Hadoop FTE costs,
admin
$130k
per year
# of files /
NameNode
100M
Environmentals
(cost of electricity, rack
height, cost of floor space)
Discount rate on
money
10%
Data compression
ratios
3x
Software license/
support costs
$4k
per node
Cost and size of
hardware node
$9k
per node
®
© 2015 MapR Technologies 9© 2015 MapR Technologies
®
Demonstration – Online TCO Calculator
®
© 2015 MapR Technologies 10
®
© 2015 MapR Technologies 11© 2015 MapR Technologies
®
Why the Differences in Cost?
®
© 2015 MapR Technologies 12
Hard Costs: Hardware + Environmentals
Architectural differences between MapR and HDFS-based distributions imply:
hardware required + maintenance, environmentals and labor costs
®
© 2015 MapR Technologies 13
Soft Costs: Labor
HDFS distros need more actual physical resources (servers) and more
resources to manage the complexity of HDFS-based system files. This implies:
staffing required with MapR
®
© 2015 MapR Technologies 14
Key Drivers of the MapR TCO Advantage
MapR No-NameNode Architecture
–  HA without any special-purpose
hardware for NameNodes
–  “Unlimited” file support greatly
reduces hardware
Automatic file compression
–  MapR compresses 2-3x depending on
file type
–  Reduces storage, but also reduced
network traffic and increases
performance
*Not reflected in the TCO model
Multi-tenancy*
–  Fine-grained resource
management squeezes more
efficiency from hardware
–  Reduces # of clusters for
multiple applications & groups
Higher performance*
–  2-7x higher throughput
–  Less hardware for same
workload
1
2
3
4
®
© 2015 MapR Technologies 16
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
No-NameNode Architecture
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
DataNode
NameNode
A B C D E FAAA BBBB CCC DDD EEE FFF
Up to 1T files (> 5000x advantage)
Significantly less hardware & OpEx
Higher performance
No special config to enable HA
Automatic failover & re-replication
Metadata is persisted to disk
®
© 2015 MapR Technologies 17
MapR: Fast and Dependable Hadoop with Lowest TCO
Cost comparison for a 500 TB cluster vs HDFS-based distro’s
Online TCO Calculator for Hadoop: www.mapr.com/tco
®
© 2015 MapR Technologies 18
$50M$50Min Free Training
®
© 2015 MapR Technologies 19
Q&A
@mapr maprtech
swooledge@mapr.com
Engage with us!
MapR
maprtech
mapr-technologies

Weitere ähnliche Inhalte

Was ist angesagt?

PySpark in practice slides
PySpark in practice slidesPySpark in practice slides
PySpark in practice slidesDat Tran
 
Processing Large Data with Apache Spark -- HasGeek
Processing Large Data with Apache Spark -- HasGeekProcessing Large Data with Apache Spark -- HasGeek
Processing Large Data with Apache Spark -- HasGeekVenkata Naga Ravi
 
Introduction to Apache Spark
Introduction to Apache SparkIntroduction to Apache Spark
Introduction to Apache SparkRahul Jain
 
Learn to setup a Hadoop Multi Node Cluster
Learn to setup a Hadoop Multi Node ClusterLearn to setup a Hadoop Multi Node Cluster
Learn to setup a Hadoop Multi Node ClusterEdureka!
 
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...Simplilearn
 
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLab
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLabApache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLab
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLabCloudxLab
 
Hadoop Overview & Architecture
Hadoop Overview & Architecture  Hadoop Overview & Architecture
Hadoop Overview & Architecture EMC
 
Introduction to YARN and MapReduce 2
Introduction to YARN and MapReduce 2Introduction to YARN and MapReduce 2
Introduction to YARN and MapReduce 2Cloudera, Inc.
 
Introduction to Map Reduce
Introduction to Map ReduceIntroduction to Map Reduce
Introduction to Map ReduceApache Apex
 
Hadoop hive presentation
Hadoop hive presentationHadoop hive presentation
Hadoop hive presentationArvind Kumar
 
Build a car with Graphs, Fabien Batejat, Volvo Cars
Build a car with Graphs, Fabien Batejat, Volvo CarsBuild a car with Graphs, Fabien Batejat, Volvo Cars
Build a car with Graphs, Fabien Batejat, Volvo CarsNeo4j
 
GraphFrames: DataFrame-based graphs for Apache® Spark™
GraphFrames: DataFrame-based graphs for Apache® Spark™GraphFrames: DataFrame-based graphs for Apache® Spark™
GraphFrames: DataFrame-based graphs for Apache® Spark™Databricks
 
Big Data Analytics with Hadoop
Big Data Analytics with HadoopBig Data Analytics with Hadoop
Big Data Analytics with HadoopPhilippe Julio
 
Big Data Analytics with R
Big Data Analytics with RBig Data Analytics with R
Big Data Analytics with RGreat Wide Open
 

Was ist angesagt? (20)

Apache Spark Core
Apache Spark CoreApache Spark Core
Apache Spark Core
 
Spark SQL
Spark SQLSpark SQL
Spark SQL
 
Apache Spark Crash Course
Apache Spark Crash CourseApache Spark Crash Course
Apache Spark Crash Course
 
PySpark in practice slides
PySpark in practice slidesPySpark in practice slides
PySpark in practice slides
 
Processing Large Data with Apache Spark -- HasGeek
Processing Large Data with Apache Spark -- HasGeekProcessing Large Data with Apache Spark -- HasGeek
Processing Large Data with Apache Spark -- HasGeek
 
Introduction to Apache Spark
Introduction to Apache SparkIntroduction to Apache Spark
Introduction to Apache Spark
 
Learn to setup a Hadoop Multi Node Cluster
Learn to setup a Hadoop Multi Node ClusterLearn to setup a Hadoop Multi Node Cluster
Learn to setup a Hadoop Multi Node Cluster
 
Hadoop
HadoopHadoop
Hadoop
 
Hadoop technology
Hadoop technologyHadoop technology
Hadoop technology
 
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...
Spark SQL Tutorial | Spark SQL Using Scala | Apache Spark Tutorial For Beginn...
 
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLab
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLabApache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLab
Apache Spark - Basics of RDD | Big Data Hadoop Spark Tutorial | CloudxLab
 
Hadoop Overview & Architecture
Hadoop Overview & Architecture  Hadoop Overview & Architecture
Hadoop Overview & Architecture
 
PPT on Hadoop
PPT on HadoopPPT on Hadoop
PPT on Hadoop
 
Introduction to YARN and MapReduce 2
Introduction to YARN and MapReduce 2Introduction to YARN and MapReduce 2
Introduction to YARN and MapReduce 2
 
Introduction to Map Reduce
Introduction to Map ReduceIntroduction to Map Reduce
Introduction to Map Reduce
 
Hadoop hive presentation
Hadoop hive presentationHadoop hive presentation
Hadoop hive presentation
 
Build a car with Graphs, Fabien Batejat, Volvo Cars
Build a car with Graphs, Fabien Batejat, Volvo CarsBuild a car with Graphs, Fabien Batejat, Volvo Cars
Build a car with Graphs, Fabien Batejat, Volvo Cars
 
GraphFrames: DataFrame-based graphs for Apache® Spark™
GraphFrames: DataFrame-based graphs for Apache® Spark™GraphFrames: DataFrame-based graphs for Apache® Spark™
GraphFrames: DataFrame-based graphs for Apache® Spark™
 
Big Data Analytics with Hadoop
Big Data Analytics with HadoopBig Data Analytics with Hadoop
Big Data Analytics with Hadoop
 
Big Data Analytics with R
Big Data Analytics with RBig Data Analytics with R
Big Data Analytics with R
 

Andere mochten auch

Cost of Ownership for Hadoop Implementation
Cost of Ownership for Hadoop ImplementationCost of Ownership for Hadoop Implementation
Cost of Ownership for Hadoop ImplementationDataWorks Summit
 
Hadoop AWS infrastructure cost evaluation
Hadoop AWS infrastructure cost evaluationHadoop AWS infrastructure cost evaluation
Hadoop AWS infrastructure cost evaluationmattlieber
 
Where to Deploy Hadoop: Bare Metal or Cloud?
Where to Deploy Hadoop: Bare Metal or Cloud? Where to Deploy Hadoop: Bare Metal or Cloud?
Where to Deploy Hadoop: Bare Metal or Cloud? DataWorks Summit
 
ROI of Big Data Analytics Native on Hadoop
ROI of Big Data Analytics Native on HadoopROI of Big Data Analytics Native on Hadoop
ROI of Big Data Analytics Native on HadoopDataWorks Summit
 
Best Practices for Virtualizing Apache Hadoop
Best Practices for Virtualizing Apache HadoopBest Practices for Virtualizing Apache Hadoop
Best Practices for Virtualizing Apache HadoopHortonworks
 
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...Amazon Web Services
 
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014aziksa
 
Big Data Hadoop Local and Public Cloud (Amazon EMR)
Big Data Hadoop Local and Public Cloud (Amazon EMR)Big Data Hadoop Local and Public Cloud (Amazon EMR)
Big Data Hadoop Local and Public Cloud (Amazon EMR)IMC Institute
 
Hadoop Final Documentation
Hadoop Final DocumentationHadoop Final Documentation
Hadoop Final DocumentationPoumita Das
 
Costing your Bug Data Operations
Costing your Bug Data OperationsCosting your Bug Data Operations
Costing your Bug Data OperationsDataWorks Summit
 
AWS TCO (Total Cost of Ownership) and Cloud Economics
AWS TCO (Total Cost of Ownership) and Cloud EconomicsAWS TCO (Total Cost of Ownership) and Cloud Economics
AWS TCO (Total Cost of Ownership) and Cloud EconomicsMartin Renière
 
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data Platform
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data PlatformDeploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data Platform
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data PlatformRackspace
 
Hadoop in the Clouds, Virtualization and Virtual Machines
Hadoop in the Clouds, Virtualization and Virtual MachinesHadoop in the Clouds, Virtualization and Virtual Machines
Hadoop in the Clouds, Virtualization and Virtual MachinesDataWorks Summit
 
ODPi is Now Open for Business: Here's What it Means
ODPi is Now Open for Business: Here's What it MeansODPi is Now Open for Business: Here's What it Means
ODPi is Now Open for Business: Here's What it MeansPivotalOpenSourceHub
 
BKK16-400B ODPI - Standardizing Hadoop
BKK16-400B ODPI - Standardizing HadoopBKK16-400B ODPI - Standardizing Hadoop
BKK16-400B ODPI - Standardizing HadoopLinaro
 
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...InsightInnovation
 
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...InsightInnovation
 
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopCrunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopAdrian Cockcroft
 

Andere mochten auch (20)

Cost of Ownership for Hadoop Implementation
Cost of Ownership for Hadoop ImplementationCost of Ownership for Hadoop Implementation
Cost of Ownership for Hadoop Implementation
 
Hadoop AWS infrastructure cost evaluation
Hadoop AWS infrastructure cost evaluationHadoop AWS infrastructure cost evaluation
Hadoop AWS infrastructure cost evaluation
 
Where to Deploy Hadoop: Bare Metal or Cloud?
Where to Deploy Hadoop: Bare Metal or Cloud? Where to Deploy Hadoop: Bare Metal or Cloud?
Where to Deploy Hadoop: Bare Metal or Cloud?
 
ROI of Big Data Analytics Native on Hadoop
ROI of Big Data Analytics Native on HadoopROI of Big Data Analytics Native on Hadoop
ROI of Big Data Analytics Native on Hadoop
 
Best Practices for Virtualizing Apache Hadoop
Best Practices for Virtualizing Apache HadoopBest Practices for Virtualizing Apache Hadoop
Best Practices for Virtualizing Apache Hadoop
 
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...
(BDT305) Lessons Learned and Best Practices for Running Hadoop on AWS | AWS r...
 
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014
Cost of Ownership for Hadoop Implementation - Hadoop Summit 2014
 
Big Data Hadoop Local and Public Cloud (Amazon EMR)
Big Data Hadoop Local and Public Cloud (Amazon EMR)Big Data Hadoop Local and Public Cloud (Amazon EMR)
Big Data Hadoop Local and Public Cloud (Amazon EMR)
 
Destroying Data Silos
Destroying Data SilosDestroying Data Silos
Destroying Data Silos
 
The state of SQL-on-Hadoop in the Cloud
The state of SQL-on-Hadoop in the CloudThe state of SQL-on-Hadoop in the Cloud
The state of SQL-on-Hadoop in the Cloud
 
Hadoop Final Documentation
Hadoop Final DocumentationHadoop Final Documentation
Hadoop Final Documentation
 
Costing your Bug Data Operations
Costing your Bug Data OperationsCosting your Bug Data Operations
Costing your Bug Data Operations
 
AWS TCO (Total Cost of Ownership) and Cloud Economics
AWS TCO (Total Cost of Ownership) and Cloud EconomicsAWS TCO (Total Cost of Ownership) and Cloud Economics
AWS TCO (Total Cost of Ownership) and Cloud Economics
 
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data Platform
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data PlatformDeploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data Platform
Deploy Apache Spark™ on Rackspace OnMetal™ for Cloud Big Data Platform
 
Hadoop in the Clouds, Virtualization and Virtual Machines
Hadoop in the Clouds, Virtualization and Virtual MachinesHadoop in the Clouds, Virtualization and Virtual Machines
Hadoop in the Clouds, Virtualization and Virtual Machines
 
ODPi is Now Open for Business: Here's What it Means
ODPi is Now Open for Business: Here's What it MeansODPi is Now Open for Business: Here's What it Means
ODPi is Now Open for Business: Here's What it Means
 
BKK16-400B ODPI - Standardizing Hadoop
BKK16-400B ODPI - Standardizing HadoopBKK16-400B ODPI - Standardizing Hadoop
BKK16-400B ODPI - Standardizing Hadoop
 
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...
Insight Innovation Challenge: Single-Source & Holistic Views Of Consumers by ...
 
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...
Single Source & Omni-Channel: The Real Power of Big Data by David Brudenell o...
 
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopCrunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
 

Ähnlich wie The TCO Calculator - Estimate the True Cost of Hadoop

Big Data Infrastructure
Big Data InfrastructureBig Data Infrastructure
Big Data InfrastructureTrivadis
 
Hadoop and NoSQL joining forces by Dale Kim of MapR
Hadoop and NoSQL joining forces by Dale Kim of MapRHadoop and NoSQL joining forces by Dale Kim of MapR
Hadoop and NoSQL joining forces by Dale Kim of MapRData Con LA
 
Self-Service Data Exploration with Apache Drill
Self-Service Data Exploration with Apache DrillSelf-Service Data Exploration with Apache Drill
Self-Service Data Exploration with Apache DrillMapR Technologies
 
Apache Hadoop and its role in Big Data architecture - Himanshu Bari
Apache Hadoop and its role in Big Data architecture - Himanshu BariApache Hadoop and its role in Big Data architecture - Himanshu Bari
Apache Hadoop and its role in Big Data architecture - Himanshu Barijaxconf
 
Hadoop is not an Island in the Enterprise
Hadoop is not an Island in the EnterpriseHadoop is not an Island in the Enterprise
Hadoop is not an Island in the EnterpriseDataWorks Summit
 
BI congres 2016-2: Diving into weblog data with SAS on Hadoop - Lisa Truyers...
BI congres 2016-2: Diving into weblog data with SAS on Hadoop -  Lisa Truyers...BI congres 2016-2: Diving into weblog data with SAS on Hadoop -  Lisa Truyers...
BI congres 2016-2: Diving into weblog data with SAS on Hadoop - Lisa Truyers...BICC Thomas More
 
Hadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataHadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataSenturus
 
Does Big Data Spell Big Costs- Impetus Webinar
Does Big Data Spell Big Costs- Impetus WebinarDoes Big Data Spell Big Costs- Impetus Webinar
Does Big Data Spell Big Costs- Impetus WebinarImpetus Technologies
 
Big Data Integration Webinar: Getting Started With Hadoop Big Data
Big Data Integration Webinar: Getting Started With Hadoop Big DataBig Data Integration Webinar: Getting Started With Hadoop Big Data
Big Data Integration Webinar: Getting Started With Hadoop Big DataPentaho
 
Oracle Big Data Appliance and Big Data SQL for advanced analytics
Oracle Big Data Appliance and Big Data SQL for advanced analyticsOracle Big Data Appliance and Big Data SQL for advanced analytics
Oracle Big Data Appliance and Big Data SQL for advanced analyticsjdijcks
 
Data Quality in the Data Hub with RedPointGlobal
Data Quality in the Data Hub with RedPointGlobalData Quality in the Data Hub with RedPointGlobal
Data Quality in the Data Hub with RedPointGlobalCaserta
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Cécile Poyet
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Hortonworks
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Cécile Poyet
 
Multi-tenant Hadoop - the challenge of maintaining high SLAS
Multi-tenant Hadoop - the challenge of maintaining high SLASMulti-tenant Hadoop - the challenge of maintaining high SLAS
Multi-tenant Hadoop - the challenge of maintaining high SLASDataWorks Summit
 
Big Data with Hadoop – For Data Management, Processing and Storing
Big Data with Hadoop – For Data Management, Processing and StoringBig Data with Hadoop – For Data Management, Processing and Storing
Big Data with Hadoop – For Data Management, Processing and StoringIRJET Journal
 
Hadoop 2.0 - Solving the Data Quality Challenge
Hadoop 2.0 - Solving the Data Quality ChallengeHadoop 2.0 - Solving the Data Quality Challenge
Hadoop 2.0 - Solving the Data Quality ChallengeInside Analysis
 
Has Traditional MDM Finally Met its Match?
Has Traditional MDM Finally Met its Match?Has Traditional MDM Finally Met its Match?
Has Traditional MDM Finally Met its Match?Inside Analysis
 
Integrating Hadoop into your enterprise IT environment
Integrating Hadoop into your enterprise IT environmentIntegrating Hadoop into your enterprise IT environment
Integrating Hadoop into your enterprise IT environmentMapR Technologies
 

Ähnlich wie The TCO Calculator - Estimate the True Cost of Hadoop (20)

Big Data Infrastructure
Big Data InfrastructureBig Data Infrastructure
Big Data Infrastructure
 
Hadoop and NoSQL joining forces by Dale Kim of MapR
Hadoop and NoSQL joining forces by Dale Kim of MapRHadoop and NoSQL joining forces by Dale Kim of MapR
Hadoop and NoSQL joining forces by Dale Kim of MapR
 
Self-Service Data Exploration with Apache Drill
Self-Service Data Exploration with Apache DrillSelf-Service Data Exploration with Apache Drill
Self-Service Data Exploration with Apache Drill
 
Apache Hadoop and its role in Big Data architecture - Himanshu Bari
Apache Hadoop and its role in Big Data architecture - Himanshu BariApache Hadoop and its role in Big Data architecture - Himanshu Bari
Apache Hadoop and its role in Big Data architecture - Himanshu Bari
 
Hadoop is not an Island in the Enterprise
Hadoop is not an Island in the EnterpriseHadoop is not an Island in the Enterprise
Hadoop is not an Island in the Enterprise
 
Hadoop and Your Enterprise Data Warehouse
Hadoop and Your Enterprise Data WarehouseHadoop and Your Enterprise Data Warehouse
Hadoop and Your Enterprise Data Warehouse
 
BI congres 2016-2: Diving into weblog data with SAS on Hadoop - Lisa Truyers...
BI congres 2016-2: Diving into weblog data with SAS on Hadoop -  Lisa Truyers...BI congres 2016-2: Diving into weblog data with SAS on Hadoop -  Lisa Truyers...
BI congres 2016-2: Diving into weblog data with SAS on Hadoop - Lisa Truyers...
 
Hadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataHadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big Data
 
Does Big Data Spell Big Costs- Impetus Webinar
Does Big Data Spell Big Costs- Impetus WebinarDoes Big Data Spell Big Costs- Impetus Webinar
Does Big Data Spell Big Costs- Impetus Webinar
 
Big Data Integration Webinar: Getting Started With Hadoop Big Data
Big Data Integration Webinar: Getting Started With Hadoop Big DataBig Data Integration Webinar: Getting Started With Hadoop Big Data
Big Data Integration Webinar: Getting Started With Hadoop Big Data
 
Oracle Big Data Appliance and Big Data SQL for advanced analytics
Oracle Big Data Appliance and Big Data SQL for advanced analyticsOracle Big Data Appliance and Big Data SQL for advanced analytics
Oracle Big Data Appliance and Big Data SQL for advanced analytics
 
Data Quality in the Data Hub with RedPointGlobal
Data Quality in the Data Hub with RedPointGlobalData Quality in the Data Hub with RedPointGlobal
Data Quality in the Data Hub with RedPointGlobal
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It!
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It!
 
Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It! Boost Performance with Scala – Learn From Those Who’ve Done It!
Boost Performance with Scala – Learn From Those Who’ve Done It!
 
Multi-tenant Hadoop - the challenge of maintaining high SLAS
Multi-tenant Hadoop - the challenge of maintaining high SLASMulti-tenant Hadoop - the challenge of maintaining high SLAS
Multi-tenant Hadoop - the challenge of maintaining high SLAS
 
Big Data with Hadoop – For Data Management, Processing and Storing
Big Data with Hadoop – For Data Management, Processing and StoringBig Data with Hadoop – For Data Management, Processing and Storing
Big Data with Hadoop – For Data Management, Processing and Storing
 
Hadoop 2.0 - Solving the Data Quality Challenge
Hadoop 2.0 - Solving the Data Quality ChallengeHadoop 2.0 - Solving the Data Quality Challenge
Hadoop 2.0 - Solving the Data Quality Challenge
 
Has Traditional MDM Finally Met its Match?
Has Traditional MDM Finally Met its Match?Has Traditional MDM Finally Met its Match?
Has Traditional MDM Finally Met its Match?
 
Integrating Hadoop into your enterprise IT environment
Integrating Hadoop into your enterprise IT environmentIntegrating Hadoop into your enterprise IT environment
Integrating Hadoop into your enterprise IT environment
 

Mehr von MapR Technologies

Converging your data landscape
Converging your data landscapeConverging your data landscape
Converging your data landscapeMapR Technologies
 
ML Workshop 2: Machine Learning Model Comparison & Evaluation
ML Workshop 2: Machine Learning Model Comparison & EvaluationML Workshop 2: Machine Learning Model Comparison & Evaluation
ML Workshop 2: Machine Learning Model Comparison & EvaluationMapR Technologies
 
Self-Service Data Science for Leveraging ML & AI on All of Your Data
Self-Service Data Science for Leveraging ML & AI on All of Your DataSelf-Service Data Science for Leveraging ML & AI on All of Your Data
Self-Service Data Science for Leveraging ML & AI on All of Your DataMapR Technologies
 
Enabling Real-Time Business with Change Data Capture
Enabling Real-Time Business with Change Data CaptureEnabling Real-Time Business with Change Data Capture
Enabling Real-Time Business with Change Data CaptureMapR Technologies
 
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...MapR Technologies
 
ML Workshop 1: A New Architecture for Machine Learning Logistics
ML Workshop 1: A New Architecture for Machine Learning LogisticsML Workshop 1: A New Architecture for Machine Learning Logistics
ML Workshop 1: A New Architecture for Machine Learning LogisticsMapR Technologies
 
Machine Learning Success: The Key to Easier Model Management
Machine Learning Success: The Key to Easier Model ManagementMachine Learning Success: The Key to Easier Model Management
Machine Learning Success: The Key to Easier Model ManagementMapR Technologies
 
Data Warehouse Modernization: Accelerating Time-To-Action
Data Warehouse Modernization: Accelerating Time-To-Action Data Warehouse Modernization: Accelerating Time-To-Action
Data Warehouse Modernization: Accelerating Time-To-Action MapR Technologies
 
Live Tutorial – Streaming Real-Time Events Using Apache APIs
Live Tutorial – Streaming Real-Time Events Using Apache APIsLive Tutorial – Streaming Real-Time Events Using Apache APIs
Live Tutorial – Streaming Real-Time Events Using Apache APIsMapR Technologies
 
Bringing Structure, Scalability, and Services to Cloud-Scale Storage
Bringing Structure, Scalability, and Services to Cloud-Scale StorageBringing Structure, Scalability, and Services to Cloud-Scale Storage
Bringing Structure, Scalability, and Services to Cloud-Scale StorageMapR Technologies
 
Live Machine Learning Tutorial: Churn Prediction
Live Machine Learning Tutorial: Churn PredictionLive Machine Learning Tutorial: Churn Prediction
Live Machine Learning Tutorial: Churn PredictionMapR Technologies
 
An Introduction to the MapR Converged Data Platform
An Introduction to the MapR Converged Data PlatformAn Introduction to the MapR Converged Data Platform
An Introduction to the MapR Converged Data PlatformMapR Technologies
 
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...MapR Technologies
 
Best Practices for Data Convergence in Healthcare
Best Practices for Data Convergence in HealthcareBest Practices for Data Convergence in Healthcare
Best Practices for Data Convergence in HealthcareMapR Technologies
 
Geo-Distributed Big Data and Analytics
Geo-Distributed Big Data and AnalyticsGeo-Distributed Big Data and Analytics
Geo-Distributed Big Data and AnalyticsMapR Technologies
 
MapR Product Update - Spring 2017
MapR Product Update - Spring 2017MapR Product Update - Spring 2017
MapR Product Update - Spring 2017MapR Technologies
 
3 Benefits of Multi-Temperature Data Management for Data Analytics
3 Benefits of Multi-Temperature Data Management for Data Analytics3 Benefits of Multi-Temperature Data Management for Data Analytics
3 Benefits of Multi-Temperature Data Management for Data AnalyticsMapR Technologies
 
Cisco & MapR bring 3 Superpowers to SAP HANA Deployments
Cisco & MapR bring 3 Superpowers to SAP HANA DeploymentsCisco & MapR bring 3 Superpowers to SAP HANA Deployments
Cisco & MapR bring 3 Superpowers to SAP HANA DeploymentsMapR Technologies
 
MapR and Cisco Make IT Better
MapR and Cisco Make IT BetterMapR and Cisco Make IT Better
MapR and Cisco Make IT BetterMapR Technologies
 
Evolving from RDBMS to NoSQL + SQL
Evolving from RDBMS to NoSQL + SQLEvolving from RDBMS to NoSQL + SQL
Evolving from RDBMS to NoSQL + SQLMapR Technologies
 

Mehr von MapR Technologies (20)

Converging your data landscape
Converging your data landscapeConverging your data landscape
Converging your data landscape
 
ML Workshop 2: Machine Learning Model Comparison & Evaluation
ML Workshop 2: Machine Learning Model Comparison & EvaluationML Workshop 2: Machine Learning Model Comparison & Evaluation
ML Workshop 2: Machine Learning Model Comparison & Evaluation
 
Self-Service Data Science for Leveraging ML & AI on All of Your Data
Self-Service Data Science for Leveraging ML & AI on All of Your DataSelf-Service Data Science for Leveraging ML & AI on All of Your Data
Self-Service Data Science for Leveraging ML & AI on All of Your Data
 
Enabling Real-Time Business with Change Data Capture
Enabling Real-Time Business with Change Data CaptureEnabling Real-Time Business with Change Data Capture
Enabling Real-Time Business with Change Data Capture
 
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...
Machine Learning for Chickens, Autonomous Driving and a 3-year-old Who Won’t ...
 
ML Workshop 1: A New Architecture for Machine Learning Logistics
ML Workshop 1: A New Architecture for Machine Learning LogisticsML Workshop 1: A New Architecture for Machine Learning Logistics
ML Workshop 1: A New Architecture for Machine Learning Logistics
 
Machine Learning Success: The Key to Easier Model Management
Machine Learning Success: The Key to Easier Model ManagementMachine Learning Success: The Key to Easier Model Management
Machine Learning Success: The Key to Easier Model Management
 
Data Warehouse Modernization: Accelerating Time-To-Action
Data Warehouse Modernization: Accelerating Time-To-Action Data Warehouse Modernization: Accelerating Time-To-Action
Data Warehouse Modernization: Accelerating Time-To-Action
 
Live Tutorial – Streaming Real-Time Events Using Apache APIs
Live Tutorial – Streaming Real-Time Events Using Apache APIsLive Tutorial – Streaming Real-Time Events Using Apache APIs
Live Tutorial – Streaming Real-Time Events Using Apache APIs
 
Bringing Structure, Scalability, and Services to Cloud-Scale Storage
Bringing Structure, Scalability, and Services to Cloud-Scale StorageBringing Structure, Scalability, and Services to Cloud-Scale Storage
Bringing Structure, Scalability, and Services to Cloud-Scale Storage
 
Live Machine Learning Tutorial: Churn Prediction
Live Machine Learning Tutorial: Churn PredictionLive Machine Learning Tutorial: Churn Prediction
Live Machine Learning Tutorial: Churn Prediction
 
An Introduction to the MapR Converged Data Platform
An Introduction to the MapR Converged Data PlatformAn Introduction to the MapR Converged Data Platform
An Introduction to the MapR Converged Data Platform
 
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...
How to Leverage the Cloud for Business Solutions | Strata Data Conference Lon...
 
Best Practices for Data Convergence in Healthcare
Best Practices for Data Convergence in HealthcareBest Practices for Data Convergence in Healthcare
Best Practices for Data Convergence in Healthcare
 
Geo-Distributed Big Data and Analytics
Geo-Distributed Big Data and AnalyticsGeo-Distributed Big Data and Analytics
Geo-Distributed Big Data and Analytics
 
MapR Product Update - Spring 2017
MapR Product Update - Spring 2017MapR Product Update - Spring 2017
MapR Product Update - Spring 2017
 
3 Benefits of Multi-Temperature Data Management for Data Analytics
3 Benefits of Multi-Temperature Data Management for Data Analytics3 Benefits of Multi-Temperature Data Management for Data Analytics
3 Benefits of Multi-Temperature Data Management for Data Analytics
 
Cisco & MapR bring 3 Superpowers to SAP HANA Deployments
Cisco & MapR bring 3 Superpowers to SAP HANA DeploymentsCisco & MapR bring 3 Superpowers to SAP HANA Deployments
Cisco & MapR bring 3 Superpowers to SAP HANA Deployments
 
MapR and Cisco Make IT Better
MapR and Cisco Make IT BetterMapR and Cisco Make IT Better
MapR and Cisco Make IT Better
 
Evolving from RDBMS to NoSQL + SQL
Evolving from RDBMS to NoSQL + SQLEvolving from RDBMS to NoSQL + SQL
Evolving from RDBMS to NoSQL + SQL
 

Kürzlich hochgeladen

Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demoHarshalMandlekar2
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsRavi Sanghani
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterMydbops
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Mark Goldstein
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...AliaaTarek5
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationKnoldus Inc.
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditSkynet Technologies
 

Kürzlich hochgeladen (20)

Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demo
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and Insights
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL Router
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog Presentation
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance Audit
 

The TCO Calculator - Estimate the True Cost of Hadoop

  • 1. ® © 2015 MapR Technologies 1 ® © 2015 MapR Technologies Steve Wooledge, VP Product Marketing Feb 18-20
  • 2. ® © 2015 MapR Technologies 2 Empowering “as-it-happens” businesses by speeding up the data-to-action cycle ®
  • 3. ® © 2015 MapR Technologies 3 Top-Ranked NoSQL Top-Ranked Hadoop Distribution Top-Ranked SQL-on-Hadoop Solution ®
  • 4. ® © 2015 MapR Technologies 4 Goals of This Session Insights to key factors for estimating total cost of Hadoop ownership Demo - Online TCO Calculator for Hadoop Help understand the differences in Hadoop distros
  • 5. ® © 2015 MapR Technologies 5 Background – Why & How to Do TCO Analysis? Operations teams need to forecast size, staffing, and facility requirements There are many hidden costs for Apache Hadoop Not all Hadoop distributions are created equally
  • 6. ® © 2015 MapR Technologies 6 Online TCO Calculator for Hadoop Goals of online TCO calculator –  Simple and self-service –  Credible – detailed variables –  Educate on differences based on FACTS –  Social and sharable What it compares –  HDFS-based distributions vs. MapR Data Platform-based distribution
  • 7. ® © 2015 MapR Technologies 7 TCO Calculator for Hadoop 2 Total Hardware Costs 1 3-Year Total Cost of Ownership 4 Total Staffing Expenses 3 Environmentals (Power, Space, Cooling) Key Outputs for Customer TB of data # of files % growth of data
  • 8. ® © 2015 MapR Technologies 8 Key Variables and Assumptions Taken Into Account Hadoop FTE costs, admin $130k per year # of files / NameNode 100M Environmentals (cost of electricity, rack height, cost of floor space) Discount rate on money 10% Data compression ratios 3x Software license/ support costs $4k per node Cost and size of hardware node $9k per node
  • 9. ® © 2015 MapR Technologies 9© 2015 MapR Technologies ® Demonstration – Online TCO Calculator
  • 10. ® © 2015 MapR Technologies 10
  • 11. ® © 2015 MapR Technologies 11© 2015 MapR Technologies ® Why the Differences in Cost?
  • 12. ® © 2015 MapR Technologies 12 Hard Costs: Hardware + Environmentals Architectural differences between MapR and HDFS-based distributions imply: hardware required + maintenance, environmentals and labor costs
  • 13. ® © 2015 MapR Technologies 13 Soft Costs: Labor HDFS distros need more actual physical resources (servers) and more resources to manage the complexity of HDFS-based system files. This implies: staffing required with MapR
  • 14. ® © 2015 MapR Technologies 14 Key Drivers of the MapR TCO Advantage MapR No-NameNode Architecture –  HA without any special-purpose hardware for NameNodes –  “Unlimited” file support greatly reduces hardware Automatic file compression –  MapR compresses 2-3x depending on file type –  Reduces storage, but also reduced network traffic and increases performance *Not reflected in the TCO model Multi-tenancy* –  Fine-grained resource management squeezes more efficiency from hardware –  Reduces # of clusters for multiple applications & groups Higher performance* –  2-7x higher throughput –  Less hardware for same workload 1 2 3 4
  • 15.
  • 16.
  • 17.
  • 18. ® © 2015 MapR Technologies 16 DataNode DataNode DataNode DataNode DataNode DataNode DataNode DataNode DataNode No-NameNode Architecture DataNode DataNode DataNode DataNode DataNode DataNode DataNode DataNode DataNode NameNode A B C D E FAAA BBBB CCC DDD EEE FFF Up to 1T files (> 5000x advantage) Significantly less hardware & OpEx Higher performance No special config to enable HA Automatic failover & re-replication Metadata is persisted to disk
  • 19. ® © 2015 MapR Technologies 17 MapR: Fast and Dependable Hadoop with Lowest TCO Cost comparison for a 500 TB cluster vs HDFS-based distro’s Online TCO Calculator for Hadoop: www.mapr.com/tco
  • 20. ® © 2015 MapR Technologies 18 $50M$50Min Free Training
  • 21. ® © 2015 MapR Technologies 19 Q&A @mapr maprtech swooledge@mapr.com Engage with us! MapR maprtech mapr-technologies