Teradata's intelligent memory leverages growing memory capacities to enhance query performance by creating an extended memory space for frequently accessed data, combining advanced algorithms for data management. This solution allows for a smarter alternative to traditional in-memory databases, enabling dynamic adjustments to data usage without the need for DBA intervention or SQL changes. It is designed to maintain a cost-effective and efficient analysis of data by integrating seamlessly into existing Teradata systems.

1. TERADATA INTELLIGENT
MEMORY

2. Trends
• Memory is 3,000 times faster than disk
• Memory per node is increasing
> 96GB -> 256GB ->512GB
• Cost of memory is decreasing
Issues
• Memory still 80x more expensive than disk
• Not all data fits into memory
• Not all data worth 80x premium
Teradata Solution
• Create a new extended memory space
for most frequently accessed data
Exploiting Technology Trends

3. Teradata Intelligent Memory
Innovative In-Memory Technology
• New extended memory space
• Improves query performance
• A smarter approach than in-memory databases
• Leverage large memory capacities in new platforms
What We are Announcing May 8, 2013

4. • Sophisticated
algorithms to
track usage,
measure
temperature,
and rank data
• Compliments
FSG cache
• Dynamically
adjusts to
new query
patterns
New Extended Memory Space
Intelligent
Memory
most
recently
used data
most
frequently
used data
Hottest data placed and
maintained in memory,
aged out as it cools
cool outvery hot in
FSG
Cache
Temporarily store data
required for current
queries, purges least
recently used

5. • Hottest data in
memory/not all the
data
• Integrated into
Teradata system
• No need for separate
appliance
Improves Query Performance
Performance of in-memory
databases without their cost

6. • Automatic
• Transparent
• No DBA effort
• No SQL changes
• Maintain user
access to ALL
data for
analysis
A Smarter Approach than In-Memory Databases
Extend multi-temperature data
management to memory

7. • Memory Capacities Growing Exponentially
• Traditional Cache Reaches Diminishing
Returns
• Data is stored compressed and in columns
and rows
• Created extended memory space beyond
cache
• Use it in a new innovative way
Leverage Large Memory Capacities in New
Platforms

8. Teradata Workload-Specific Platforms
670
Future
2700
6700
Data Mart
Appliance
Extreme Data
Appliance
Data Warehouse
Appliance
Active Enterprise
Data Warehouse
Teradata Intelligent Memory