Netezza
| File:Netezza company logo.png | |
| Company type | Subsidiary of IBM |
|---|---|
| Industry | Data warehousing |
| Founded | 1999 |
| Headquarters | Marlborough, Massachusetts, United States |
| Products | Data Warehouse Appliance Integrated Data Warehouse Hardware and Software Professional Services Customer Services |
| Revenue | Increase US$190.6 million (FY 2010) |
Number of employees | 469 (2010) |
| Parent | IBM |
| Website | www |
IBM Netezza (pronounced ne-teez-a) operates as a subsidiary of the American technology giant IBM, specializing in the development and distribution of high-performance data warehouse appliances alongside sophisticated analytics solutions designed for enterprise-scale data warehousing, business intelligence, predictive analytics, and business continuity planning.
IBM completed the acquisition of Netezza on September 20, 2010. Since then, IBM has launched four successive generations of Netezza Appliances—including Twinfin, Striper, and Mako—and reintroduced the product line in June 2019 as the fourth generation NPS (Netezza Performance Server), integrated within the IBM CloudPak for Data platform (code-named Hammerhead).
History
Established in 1999 by Foster Hinshaw, Netezza was joined by co-founder Jit Saxena in 2000. Initially incorporated as Intelligent Data Engines, Inc., the company adopted the name Netezza Corporation in November 2000. In response to escalating demands for large-scale data analytics, Netezza unveiled the industry's pioneering "data warehouse appliance" in 2003. The company went public in July 2007 on NYSE Arca under the ticker symbol “NZ.”
The term "data warehouse appliance," coined by Hinshaw, refers to a shared-nothing architecture with parallel nodes optimized for processing extensive analytics workloads. Hinshaw exited the firm in 2005 to establish Dataupia.
Netezza’s software foundation was built upon PostgreSQL version 7.2. In January 2008, Jim Baum assumed the role of CEO following co-founder Saxena’s retirement; Baum had previously served as COO since 2006.
In September 2010, IBM acquired Netezza through a $1.7 billion cash deal at $27 per share. IBM then introduced multiple appliance iterations: Twinfin N1001 (2010), Striper N2001, Mako N3001 (2015), culminating with the fourth-generation NPS system embedded within IBM CloudPak for Data (2019).
The year 2020 saw IBM launch fully managed SaaS variants of Netezza on Microsoft Azure and AWS platforms, ensuring backward compatibility with existing on-premises appliances.
In August 2023, IBM Netezza integrated the Apache Iceberg table format to enhance its functionality within data lake house environments. Coupled with IBM watsonx.data integration, this advancement positions Netezza as a hybrid compute engine tailored for next-generation data lake house architectures, thereby strengthening its strategic business relevance.
Products
TwinFin remains Netezza’s premier offering, engineered to facilitate rapid analysis of datasets scaling into petabytes. The fourth generation of TwinFin was released in August 2009. Subsequently, in January 2010, a more compact appliance was introduced under the Skimmer brand.
By February 2010, support expanded to encompass prominent programming models such as Hadoop, MapReduce, Java, C++, and Python. Key technology partners utilizing this analytic framework include Tibco Spotfire, MicroStrategy, Pursway, DemandTec, and QuantiSense.
Netezza also delivers specialized appliances designed for sectors including retail analytics, spatial analytics, advanced analytics, and regulatory compliance. Complementary software offerings assist with migration from Oracle Exadata and enable strategies involving data virtualization and data federation (data abstraction).
The architecture underlying the Netezza appliance formed the foundation for the IBM Db2 Analytics Accelerator (IDAA). In 2012, these solutions were rebranded under IBM PureData for Analytics.
In 2017, IBM unveiled the Integrated Analytics System featuring Power-8 processors coupled with Db2 Warehouse as its database engine. This platform supports both row-oriented and columnar data storage utilizing high-speed flash memory and operates across cloud or on-premises deployments.
Following IBM’s acquisition of Red Hat in 2019, Netezza was revitalized as Netezza Performance Server (NPS) within Cloud Pak for Data running on OpenShift. This modernized 64-bit version incorporates flash storage and optimized FPGA technology while preserving full compatibility with features from the Netezza Mako generation. Migration to this environment requires only nzmigrate or nzbackup/restore utilities.
In 2020, the general availability of Netezza Performance Server on Amazon Web Services was announced, leveraging native AMPP hardware instead of commodity servers with software emulation. This cloud-based service competes directly with Amazon Redshift and is likewise accessible through Microsoft Azure and IBM Cloud.
Technology
Netezza employs its unique AMPP (Asymmetric Massively Parallel Processing) architecture, a dual-layered framework engineered to process large-scale, intricate queries from numerous users efficiently.
At the first level, a robust Linux SMP host operates by compiling queries originating from business intelligence tools, formulating execution strategies, and breaking down queries into parallelizable components that are then assigned to the second level.
The second level comprises anywhere from a single to several hundred snippet processing blades (S-Blades), which collectively form the massively parallel processing (MPP) core. Each S-Blade functions as an autonomous server equipped with multi-core Intel processors alongside Netezza’s specialized multi-engine, high-throughput FPGAs. This configuration integrates a conventional blade server with a Netezza Database Accelerator card and interfaces with multiple disk drives to process data streams concurrently.
AMPP is compatible with standard industry interfaces such as SQL, ODBC, JDBC, and OLE DB, achieving data load speeds surpassing 2 TB per hour and backup or restore rates exceeding 4 TB per hour.
In 2009, Netezza made a transition from PowerPC processors to Intel CPUs. That same year, coinciding with the release of the 4th generation TwinFin system, the company moved away from its proprietary blades in favor of IBM blade servers.
Recognition and criticism
In January 2009, Netezza earned placement in Gartner’s Magic Quadrant for DBMS solutions.