- In-Memory 기반 초고성능 관계형 데이터베이스 - Scale-Out, Shared Nothing 구조의 Cluster 기능 - 초당 수백만건의 Streaming 데이터 분석 처리 - Global 고객사 다수 - 삼성반도체, LG, Huawei, Intel, Nokia, Mitsubishi 등 고객사 보유 - 국내 중견 IT 기업 성능/기능 검증 진행 중

1. 1
16-Jun-18
Head of Sales @ VOLTDB jlee@VOLTDB.com +82 10 9196 1416
In-Memory based RDBMS / 100X Faster / ACID Transaction / Built-in HA / SQL+Java support
In-Memory
(FAST DATA) Event

2. 2
“ In-Memory 기반 고성능 데이터베이스”
“초당 수백만건의 Streaming 데이터 처리 및 실시간 분석”
“ LG, 화웨이, 노키아, 미쯔비시 등 고객사 다수 “
“ 삼성전자를 포함해서 국내 고객사( )등에서
성능/기능 검증 됨”
▪ In-Memory
▪ Scale-Out, Shared Nothing Cluster
▪ Streaming
▪ Global - , LG, Huawei, Intel, Nokia, Mitsubishi
▪ IT / – Stock/IoT/Game/E-commerce
https://www.voltdb.com/

3. 3 https://www.VOLTDB.com/resources/videos-technical/
FAST DATA ?
FAST DATA , BIG
DATA , Transaction , , ,
BIG DATA

4. 4 https://www.VOLTDB.com/resources/videos-technical/
FAST DATA ?
FAST DATA Sensor , Transaction , ,
Event Event
Sensors
Click Streams
Machine Data
Data from
Device Events
Transactions
Customer
Interactions
(Ingestion)
(Analytics)
Export To BigData
FAST DATA Processing

5. 5
VOLTDB
In-MemoryIn-MemoryIn-Memory
Export
ApplicationsMessageQueuesDataSources
…
Data Warehouse
▪ 100% In-Memory
▪ Scale-Out Cluster
▪ Shared Nothing Distributed
▪ ACID Relational Database SQL
▪ Event OLAP/Big Data
▪ Fast Data
▪ (Authorization) & (Authentication)
▪ (Personalization)
▪ / (Fraud Detection/Correction)
▪ Event
VOLTDB VOLTDB
Intelligence Feedback

6. 6
VOLTDB
FAST DATA ACID SQL Relational DB(RDB)
Processing
Relational
State(RDB)VOLTDB
VOLTDB ACID In-Memory New SQL (RDB )
, FAST DATA

7. 7
VOLTDB -
VOLTDB FAST DATA DB (NEW SQL)

8. 8
Kafka / RabbitMQ
Storm, Flume, Sqoop
Storm +
Serving Layer
Spark +
Serving Layer
Cassandra, HBase
Hadoop, Message queues
VOLTDB - Open Source vs. VOLTDB
Applications, Message Queues, Data Sources
Ingest
Analyze Decide
• Counters
• Aggregations
• Time Series
• Statistics
• Store Results
• Query/Recombine
• Fast Serving
• Per-event policy
evaluations
• Responses
(synchronous)
• Side-effects
(asynchronous)
Export & Pipeline
Open-source
- Open-source -- FAST DATA / Generic -

9. 9
Kafka / RabbitMQ
Ingest Interface
SQL, Java for Analytics Transactions / ACID
Hadoop, Message queues
- VOLTDB -- FAST DATA / Generic -
VOLTDB
VOLTDB - Open Source vs. VOLTDB
Applications, Message Queues, Data Sources
Ingest
Analyze Decide
• Counters
• Aggregations
• Time Series
• Statistics
• Store Results
• Query/Recombine
• Fast Serving
• Per-event policy
evaluations
• Responses
(synchronous)
• Side-effects
(asynchronous)
Export & Pipeline

10. 10
Kafka / RabbitMQ
Ingest Interface
SQL, Java for Analytics Transactions / ACID
Hadoop, Message queues
Kafka / RabbitMQ
Storm, Flume, Sqoop
Storm +
Serving Layer
Spark +
Serving Layer
Cassandra, HBase
Hadoop, Message queues
- VOLTDB -- Open-source -
Component Transaction
vs.
VOLTDB - Open Source vs. VOLTDB
Opensource Component Interop

11. 11
FAST DATA
VOLTDB
VOLTDB FAST DATA / Big Data
Ingest /
Interactive
Analytics
Decisioning
Fast Operational Database
Enterprise Apps
ETL
CRM ERP Etc.
Data Lake (HDFS)
BIG DATA
Non Relational
Processing
BI Reporting
Data Warehouse
Columnar
Analytics OLAP
Export
FAST DATA
DW EXPORT
DW
Materialized View

12. 12
VOLTDB -
Real-time Analytics Transactions Transformations
• Materialized Views
• Capped Tables
• Ranking Indexes
• Per-event Java + SQL
• ACID processing
• Millisecond latency
responses.
• Loaders/Importers
• Export Connectors
• Sessionization
• Enrichment
VOLTDB Architecture
Commodity HW HA + ACID Scale-out VM-friendly
VOLTDB FAST DATA /

13. 13
2014 ACM Turing Award
Mike Stonebraker
Stonebraker :
/
• In-Memory (durable to disk)
• Scale-out Shared-nothing
•
• Hadoop Data warehouse
• Open source
Cloud :
YCSB (Yahoo Cloud Serving Benchmark)
2.4m TPS
HERITAGE INNOVATION SUCCESS

14. 14
▪ Michael Stonebraker
- RDBMS , 1973
Ingres & PostgreSQL
› UC Berkeley
- RDMS B-trees, Constraints, Trigger ,
Sybase, Microsoft SQL Server
- 2006 : “ DB
RDBMS Architect ”
- DB in-memory New
SQL (VOLTDB)
- , MIT
- Michael Stonebraker(Founder of VOLTDB)

15. 15
- One transaction = One Client-DB
interaction
- Java Stored Procedures
Multi Statement Transaction
High-Velocity
In-Memory
ACID
SQL
In-Line
- Import
/ (analytics/decisions)
- Transaction
- Disk Durability
- RDBMS , 100x
H/W
- Scale Out -
-
-
- SQL
- Cluster
- Built-in Failover Replication
- Cloud
- Shared Nothing
VOLTDB

16. 16