© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. MarkLogic & Hadoop Presented by: Jim Clark, Senior Director, Product Management
MarkLogic and Hadoop - Strata + Hadoop World 2014
May 21, 2015
A Global Investment Bank had to find a solution to satisfy the recent Dodd Frank, Basel III regulatory requirements. This legislation requires companies and entities to maintain all trade and related information to remain available for external auditing for up to 7 years. In order to satisfy the new legislation the IT organization tried to deploy a solution using an architecture based on legacy technology, but found this approach was too expensive and inflexible. Instead, the bank deployed MarkLogic Enterprise NoSQL with Tiered Storage and Hadoop to meet their requirements faster and at a lower cost. The bank is now able to scale out the architecture to accommodate both operational and analytic workloads along with satisfying the regulatory requirements.
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© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
MarkLogic & Hadoop Presented by: Jim Clark, Senior Director, Product Management
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 2
Why should we care? Why should we care?
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 3
Why is Hadoop important?
Economics of commodity scale out vs. up Unstructured throughout More data > clever algorithms Fault tolerant by design Momentum and community
Emerging compute and storage infrastructure
© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 4
The Hadoop “Ecosystem”
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 5
Hadoop
SLIDE: 6
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Built-in Search
Scalability and Elasticity
ACID Transactions
Government-grade Security
HA/DR
Cloud Deployment
Hadoop-ready
NoSQL. No Compromises.
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 7
Real-time applications
Hadoop
Real-time applications
Batch analytics
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 8
Real-time applications
Hadoop
Real-time applications
Batch analytics
Magic?
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 9
The best database for Hadoop
Hadoop
Real-time applications
Batch analytics
MarkLogic
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 10
Harnessing Data & Reimagining Applications
Reduce Risk
Manage Compliance
Create New Value from Data
Optimize Operations
Lower TCO / Better IT Economics
Better Decision-making
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 11
Hadoop
Hadoop
Staging Analytics
Persistence
© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 12
Batch Analytics with Hadoop
Progressive Enhancement
Raw Data
Application
mlcp MarkLogic
Batch Analytics
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 13
Direct access
4 4
3 3
4 4
3 3
4 4
3 3
2 2 2 2 2 2
1 1 1 1 1 1
Batch and real-time No ETL or re-indexing Consistent migrations Online in seconds Open-source reader
MapReduce processing
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 14
Data Retention and Tiered Storage
Provide multiple Service Level Agreements (SLAs)
in a single system
Decrease time and costs of ETL to bring
offline content back online
Empower your operations team without
imposing burdens on your developers
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 15
Information lifecycle
Active Historical Archive Time
SSD DAS SAN Hadoop
DAS SAN NAS Hadoop S3
NAS Hadoop S3
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 16
Active
Active Local 10K SAS, RAID10 Replication for HA Merge overhead for updates 20 hosts, 320 shards 4 TB of SSD cache
96 TB
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 17
Compliance
Active
Compliance Shared NAS 63 hosts Effective 8 TB/host
504
96
TB
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 18
Active
Compliance
Analytic Hadoop 120 hosts Effective 12 TB/host 10 MarkLogic hosts
Analytic
1,044
504
96
TB
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 19
Active
Compliance
Analytic
Online migration
TB
© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 20
96 504 1,044
592 2,066 2,080
Total Size (TB)
Total Cost ($000)
Effective Unit Cost ($/GB)
$4
Compliance
$1.50
Analytic Operational
$25
($/GB)
© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 21
MarkLogic makes Hadoop better MarkLogic On-line applications Decision Making Real-time Distributed Indexes
Hadoop Offline analytics Model-Building Long-Haul Batch Distributed file
system
Complimentary Capabilities
SLIDE: 22
© COPYRIGHT 2014 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Tiered Storage
Bitemporal
Semantics
Alerting
Elasticity
Differentiated Hadoop Use Cases
Geospatial
Composable Queries & Powerful Search
More Features. No Compromises!
© COPYRIGHT 2013 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. SLIDE: 23
For additional information we have resources at
www.marklogic.com
Contact me directly [email protected]
THANK YOU!!
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