Parallel Database for OLTP and OLAP

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Parallel Database for OLTP and OLAP

Just a
survey article on materials on parallel database products and
technologies for OLTP/OLAP applications. It mainly covers major
commercial/academic efforts on developing parallel dbms to solve the
ever growing large amount of relational data processing problem.
  
Part I – Parallel DBMSs

1.1 Parallel Database for OLAP (Shared-Nothing/MPP)

TeraData
– TeraData Home
– Teradata DBC/1012 Paper
– NCR Teradata VS Oracle Exadata (Teradata’s perspective)

Vertica
– Vertica Home
– The original research project: C-Strore

Paraccel
– Paraccel Home
– MPP Based Architecture
– Columnar Based Storage 
– Flash Based Storage

DataLlegro(now MS Madison)
– Design Choices in MPP Data Warehousing Lessons from DATAllegro V3
– Microsoft SQL Server Parallel Data Warehousing

Netezza
– Netezza Home
– Acquired by IBM
– Hadoop & Netezza: Synergy in Data Analytics (Part 1, Part 2)  
– Netezza Twinfin VS Oracle Exadata (eBook, Blog, Netezza’s perspective)

GreenPlum:
– GreenPlum Home 
– Combined: PostGreSQL/ZFS/MapReduce 
– Acquired by EMC

Oracle ExaData:
– ExaData Home (Technical Overview, White Paper)
>> – OLTP & OLAP Hybrid Orientation
>> – 1 * RAC + N * Exadata Cells (Storage Node) + Infiniband Network
>> – Exadata Cell: Flash Cache + Disk Array + Data Filtering Logic (partial SQL execution)
– Oracle Exadata VS Netezza TwinFin (Oracle Engineer’s perspective)

IBM DB2 Data Partitioning Feature (can work with both OLAP/OLTP)
– formerly known as DB2 Parallel Edition (An Shorter Overview)
– DB2 At a Glance – Data Partitioning Feature
– Simulating Massively Parallel Database Processing on Linux

AsterData: 
– Supercharging Analytics with SQL-MapReduce
– Aster Data brings Applications inside an MPP Database

Misc Articles:
– What’s MPP? 
– Comparison of Oracle to IBM DB2 UDB and NCR Teradata for Data Warehousing
– SMP or MPP for Data Warehouse
– Dividing the data Warehousing work among MPP Nodes
– SANs vs. DAS in MPP data Warehousing
– Three ways Oracle or Microsoft could go MPP

1.2 Parallel Database for OLTP (Shared-Disk/SMP)

Oracle Real Application Cluster
– Oracle RAC Concepts
– Oracle Parallel Database Server Concepts
– Oracle RAC Case Study on 16-Node Linux Cluster

IBM DB2 for z/OS (with Sysplex Technology)
– Share Disk and Share Nothing for IBM DB2
– What’s DB2 Data Sharing?

IBM DB2 for LUW (with pureScale Technology)
– IBM DB2 pureScale: The Next Big Thing or a Solution Looking for a Problem?
– What is DB2 pureScale?
– DB2 pureScale Scalability (section 1, section 2)

Part II – Academic Readings

2.1 Overview
1). Parallel Database System: The Future of High Performance Database Processing
2). Survey of Architecture of Parallel Database System
3). The Case for Shared Nothing
4). Much Ado About Shared-Nothing

2.2 Research System
1). XPS: A High Performance Parallel Database Server
2). The Design of XPRS
3). Prototyping Buuba, H High Parallel Database System
4). The Gamma Database Machine Project
5). NonStop SQL, A Distributed, High-Performance, High-Availability Implementation of SQL
6). Parallel Query Processing in Shared Disk Database System
7). Architecture of SDC, the Super Database Computer

2.3 Commercial System
1). A Study of A Parallel Database Machine and Its Performance – The NCR/TERADATA DBC/1012
2). A Practical Implementation of the Database Machine – Teradata DBC/1012
3). DB2 Parallel Edition
4). Parallel SQL Execution in Oracle 10g
6). Shared Cache – The Future of Parallel Database
7). Cache Fusion: Extending Shared-Disk Clusters with Shared Caches

Tags database parallel