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Introducing New
BLU Acceleration from IBM
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
“We have for the first time an economy
based on a key resource [Information] that
is not only renewable, but self-generating.
Running out of it is not a problem,
but drowning in it is.”
- John Naisbitt, Author and Futurist
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Analyze more data, faster
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Analyze more data, faster
Simplify set up and use
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Analyze more data, faster
Simplify set up and use
Support existing systems
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Analyze more data, faster
Simplify set up and use
Support existing systems
Use existing skills
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Analyze more data, faster
Simplify set up and use
Support existing systems
Use existing skills
Eliminate need for code changes
To stay ahead of this big data
explosion, we need to:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
In other words, make it
super fast and super easy
to access and analyze big data.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Introducing BLU Acceleration from IBM:
A new generation of data management
innovation capable of delivering
speed of thought analytics.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Testing of BLU Acceleration shows:*
*Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on
DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in
the workload. Individual results will vary depending on individual workloads, configurations and conditions.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Faster reporting
and analytics
258times
Testing of BLU Acceleration shows:*
*Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on
DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in
the workload. Individual results will vary depending on individual workloads, configurations and conditions.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Faster reporting
and analytics
258times
Storage space
savings
01times
Testing of BLU Acceleration shows:*
*Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on
DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in
the workload. Individual results will vary depending on individual workloads, configurations and conditions.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
“We were very impressed with the
performance and simplicity of BLU.
We found that some queries
achieved an almost 100x speed
up with literally no tuning!”
- Lennart Henäng, IT Architect, Handelsbanken
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
How does it work?
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
BLU Acceleration achieves
top performance efficiency with:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Dynamic In-Memory
In-memory columnar processing with
dynamic movement of data from storage
BLU Acceleration achieves
top performance efficiency with:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Dynamic In-Memory
Actionable Compression
Patented compression technique that
preserves order so data can be evaluated
BLU Acceleration achieves
top performance efficiency with:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Dynamic In-Memory
Actionable Compression
Parallel Vector Processing
Multi-core and SIMD parallelism
(Single Instruction Multiple Data)
BLU Acceleration achieves
top performance efficiency with:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Dynamic In-Memory
Actionable Compression
Parallel Vector Processing
Data Skipping
Skips processing of irrelevant data
BLU Acceleration achieves
top performance efficiency with:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
With these innovations,
BLU Acceleration can perform
queries at the speed of thought…
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
Column Processing
reduces to 10GB
DATA DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
Column Processing
reduces to 10GB
Data Skipping
reduces to 1GB
DATA DATA DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
Parallel Processing
32MB linear scan
on each core via
Column Processing
reduces to 10GB
Data Skipping
reduces to 1GB
DATA DATA DATA
DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
Parallel Processing
32MB linear scan
on each core via
Vector Processing
Scans as fast as
8MB through SIMD
Column Processing
reduces to 10GB
Data Skipping
reduces to 1GB
DATA DATA DATA
DATA DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Actionable Compression
reduces to 1TB
In-memory
Parallel Processing
32MB linear scan
on each core via
Vector Processing
Scans as fast as
8MB through SIMD
Answers at the
speed of thought
Column Processing
reduces to 10GB
Data Skipping
reduces to 1GB
DATA DATA DATA
DATA
DATA DATA
10TB Data
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
DATA
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Getting started with
BLU Acceleration is also
super fast and super easy...
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
1. Decide on partition strategies
2. Select Compression Strategy
3. Create Table
4. Load data
5. Create Auxiliary Performance
Structures
A. Materialized views
B. Create indexes
a. B+ indexes
b. Bitmap indexes
6. Tune memory
7. Tune I/O
8. Add Optimizer hints
9. Statistics collection
Repeat
Database Design
and Tuning
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
1. Decide on partition strategies
2. Select Compression Strategy
3. Create Table
4. Load data
5. Create Auxiliary Performance
Structures
A. Materialized views
B. Create indexes
a. B+ indexes
b. Bitmap indexes
6. Tune memory
7. Tune I/O
8. Add Optimizer hints
9. Statistics collection
Repeat
vsDatabase Design
and Tuning
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Database Design
and Tuning
BLU Acceleration
1. Decide on partition strategies
2. Select Compression Strategy
3. Create Table
4. Load data
5. Create Auxiliary Performance
Structures
A. Materialized views
B. Create indexes
a. B+ indexes
b. Bitmap indexes
6. Tune memory
7. Tune I/O
8. Add Optimizer hints
9. Statistics collection
Repeat
1. Create Table
2. Load data
vs
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
BLU Acceleration
No Indexes,
No Aggregates,
No Tuning,
No SQL changes,
No schema changes
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Faster set-up and faster performance
means faster insights from more data...
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Enabling you to use big data to make
better decisions, better serve your
customers, improve the efficiency of
operations and reduce risk.
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
BLU Acceleration:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Built into DB2 10.5
BLU Acceleration:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Built into DB2 10.5
Doesn’t require
specific configurations
BLU Acceleration:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Built into DB2 10.5
Doesn’t require
specific configurations
Extends and enhances
value of existing investments
BLU Acceleration:
Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU
Built into DB2 10.5
Doesn’t require
specific configurations
Extends and enhances
value of existing investments
Flexible deployment
BLU Acceleration:
Put BLU Acceleration to work:
IBMbigdatahub.com/IBMBLU

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BLU Acceleration: Delivering Speed of Thought Analytics

  • 2. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU “We have for the first time an economy based on a key resource [Information] that is not only renewable, but self-generating. Running out of it is not a problem, but drowning in it is.” - John Naisbitt, Author and Futurist
  • 3. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU To stay ahead of this big data explosion, we need to:
  • 4. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Analyze more data, faster To stay ahead of this big data explosion, we need to:
  • 5. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Analyze more data, faster Simplify set up and use To stay ahead of this big data explosion, we need to:
  • 6. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Analyze more data, faster Simplify set up and use Support existing systems To stay ahead of this big data explosion, we need to:
  • 7. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Analyze more data, faster Simplify set up and use Support existing systems Use existing skills To stay ahead of this big data explosion, we need to:
  • 8. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Analyze more data, faster Simplify set up and use Support existing systems Use existing skills Eliminate need for code changes To stay ahead of this big data explosion, we need to:
  • 9. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU In other words, make it super fast and super easy to access and analyze big data.
  • 10. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Introducing BLU Acceleration from IBM: A new generation of data management innovation capable of delivering speed of thought analytics.
  • 11. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Testing of BLU Acceleration shows:* *Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in the workload. Individual results will vary depending on individual workloads, configurations and conditions.
  • 12. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Faster reporting and analytics 258times Testing of BLU Acceleration shows:* *Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in the workload. Individual results will vary depending on individual workloads, configurations and conditions.
  • 13. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Faster reporting and analytics 258times Storage space savings 01times Testing of BLU Acceleration shows:* *Based on internal IBM testing of sample analytic workloads comparing queries accessing row-based tables on DB2 10.1 vs. columnar tables on DB2 10.5. Performance improvement figures are cumulative of all queries in the workload. Individual results will vary depending on individual workloads, configurations and conditions.
  • 14. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU “We were very impressed with the performance and simplicity of BLU. We found that some queries achieved an almost 100x speed up with literally no tuning!” - Lennart Henäng, IT Architect, Handelsbanken
  • 15. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU How does it work?
  • 16. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU BLU Acceleration achieves top performance efficiency with:
  • 17. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Dynamic In-Memory In-memory columnar processing with dynamic movement of data from storage BLU Acceleration achieves top performance efficiency with:
  • 18. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Dynamic In-Memory Actionable Compression Patented compression technique that preserves order so data can be evaluated BLU Acceleration achieves top performance efficiency with:
  • 19. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Dynamic In-Memory Actionable Compression Parallel Vector Processing Multi-core and SIMD parallelism (Single Instruction Multiple Data) BLU Acceleration achieves top performance efficiency with:
  • 20. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Dynamic In-Memory Actionable Compression Parallel Vector Processing Data Skipping Skips processing of irrelevant data BLU Acceleration achieves top performance efficiency with:
  • 21. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU With these innovations, BLU Acceleration can perform queries at the speed of thought…
  • 22. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 23. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory Column Processing reduces to 10GB DATA DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 24. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory Column Processing reduces to 10GB Data Skipping reduces to 1GB DATA DATA DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 25. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory Parallel Processing 32MB linear scan on each core via Column Processing reduces to 10GB Data Skipping reduces to 1GB DATA DATA DATA DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 26. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory Parallel Processing 32MB linear scan on each core via Vector Processing Scans as fast as 8MB through SIMD Column Processing reduces to 10GB Data Skipping reduces to 1GB DATA DATA DATA DATA DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 27. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Actionable Compression reduces to 1TB In-memory Parallel Processing 32MB linear scan on each core via Vector Processing Scans as fast as 8MB through SIMD Answers at the speed of thought Column Processing reduces to 10GB Data Skipping reduces to 1GB DATA DATA DATA DATA DATA DATA 10TB Data DATA DATA DATA DATA DATA DATA DATA DATA DATA
  • 28. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Getting started with BLU Acceleration is also super fast and super easy...
  • 29. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU 1. Decide on partition strategies 2. Select Compression Strategy 3. Create Table 4. Load data 5. Create Auxiliary Performance Structures A. Materialized views B. Create indexes a. B+ indexes b. Bitmap indexes 6. Tune memory 7. Tune I/O 8. Add Optimizer hints 9. Statistics collection Repeat Database Design and Tuning
  • 30. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU 1. Decide on partition strategies 2. Select Compression Strategy 3. Create Table 4. Load data 5. Create Auxiliary Performance Structures A. Materialized views B. Create indexes a. B+ indexes b. Bitmap indexes 6. Tune memory 7. Tune I/O 8. Add Optimizer hints 9. Statistics collection Repeat vsDatabase Design and Tuning
  • 31. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Database Design and Tuning BLU Acceleration 1. Decide on partition strategies 2. Select Compression Strategy 3. Create Table 4. Load data 5. Create Auxiliary Performance Structures A. Materialized views B. Create indexes a. B+ indexes b. Bitmap indexes 6. Tune memory 7. Tune I/O 8. Add Optimizer hints 9. Statistics collection Repeat 1. Create Table 2. Load data vs
  • 32. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU BLU Acceleration No Indexes, No Aggregates, No Tuning, No SQL changes, No schema changes
  • 33. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Faster set-up and faster performance means faster insights from more data...
  • 34. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Enabling you to use big data to make better decisions, better serve your customers, improve the efficiency of operations and reduce risk.
  • 35. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU BLU Acceleration:
  • 36. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Built into DB2 10.5 BLU Acceleration:
  • 37. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Built into DB2 10.5 Doesn’t require specific configurations BLU Acceleration:
  • 38. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Built into DB2 10.5 Doesn’t require specific configurations Extends and enhances value of existing investments BLU Acceleration:
  • 39. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU Built into DB2 10.5 Doesn’t require specific configurations Extends and enhances value of existing investments Flexible deployment BLU Acceleration:
  • 40. Put BLU Acceleration to work: IBMbigdatahub.com/IBMBLU