Fuzzy Logix

Last updated
Fuzzy Logix
IndustryIT/Software/Hardware/Predictive Analytics/In-Database/GPU Analytics
Founded2007
FounderPartha Sen, Mike Upchurch
Headquarters
Charlotte, NC
,
USA
ProductsHigh Performance Analytics for Big Data (DB Lytix and FIN Lytix)

Analytics Accelerators (Saral and AdapteR) Analytics Consultancy and Services

Index Management Platform (FastINDX)

Contents

Introduction

Fuzzy Logix develops high -performance analytics solutions for Big Data. Fuzzy Logix offers in-database [1] [2] and GPU-based analytics solutions built on comprehensive and growing libraries of over 600 mathematical, statistical, simulation, data mining, time series and financial models.

History

Fuzzy Logix was formed in 2007 by Partha Sen and Mike Upchurch who met while working at Bank of America and shared a goal of making analytics pervasive. [3] Kaushal Misra and Aashu Virmani joined in 2015, both from IIT Roorkee (same as Partha Sen) helped grow the company by providing expertise in Sales, Cloud, AI, Marketing, and Alliances. In 2008 Fuzzy Logix released DB Lytix, the first complete and commercially available library of in-database analytics. FIN Lytix was released in 2010 and was the first comprehensive library of in-database financial models. In 2010, Aperity OEM’d Fuzzy Logix models to run in their analytics and CPG software SaaS solutions. In 2011, Quest [4] (now Dell) released Toad for Data Analyst (Data Point) that included Fuzzy Logix's models running in MySQL. The company was started in Charlotte, NC, USA, where their headquarters are located today. Fuzzy Logix has offices in Richmond, VA, Cupertino, CA and in the UK and India and has reseller partners in Mexico, Sweden, Japan and China. Now Fuzzy Logix conducts business through AarkAI LLC.

Software

Fuzzy Logix offers four software products DB Lytix and Fin Lytix are comprehensive libraries of in-database analytic models. The libraries leverage the user defined function (UDF) capability available in database platforms. The software is available on multiple database platforms. Since data movement from the database is minimized and database platforms are growing increasingly powerful, in-database models run 5X to 100X faster than models that use multi-tiered analytics platforms.

DB Lytix

Fuzzy Logix released the first comprehensive library of in-database models, DB Lytix in 2008. The library had been under development since 1998. The library includes mathematical, statistical, data mining, simulation and classification models.

Fin Lytix

Fuzzy Logix released the first comprehensive financial library FIN Lytix, in 2010. The library contains models for equity, fixed income, foreign exchange, interest rate and time series models that are used by the financial services industry for risk management, pricing and portfolio optimization.

Supported Database Platforms

Aster Data, [5] Informix, [6] Netezza, [7] [8] IBM PureData Systems, MySQL, ParAccel, [9] SQL Server, [10] Sybase IQ [11] [12] and Teradata.

Related Research Articles

<span class="mw-page-title-main">Informix</span> Database management software product family

Informix is a product family within IBM's Information Management division that is centered on several relational database management system (RDBMS) and multi-model database offerings. The Informix products were originally developed by Informix Corporation, whose Informix Software subsidiary was acquired by IBM in 2001.

<span class="mw-page-title-main">Ingres (database)</span> Database software

Ingres Database is a proprietary SQL relational database management system intended to support large commercial and government applications.

<span class="mw-page-title-main">IBM Db2</span> Relational model database server

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<span class="mw-page-title-main">Sybase</span> Enterprise software and services company

Sybase, Inc. was an enterprise software and services company. The company produced software relating to relational databases, with facilities located in California and Massachusetts. Sybase was acquired by SAP in 2010; SAP ceased using the Sybase name in 2014.

The following tables compare general and technical information for a number of relational database management systems. Please see the individual products' articles for further information. Unless otherwise specified in footnotes, comparisons are based on the stable versions without any add-ons, extensions or external programs.

Simple Features is a set of standards that specify a common storage and access model of geographic features made of mostly two-dimensional geometries used by geographic databases and geographic information systems. It is formalized by both the Open Geospatial Consortium (OGC) and the International Organization for Standardization (ISO).

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In database computing, Oracle Real Application Clusters (RAC) — an option for the Oracle Database software produced by Oracle Corporation and introduced in 2001 with Oracle9i — provides software for clustering and high availability in Oracle database environments. Oracle Corporation includes RAC with the Enterprise Edition, provided the nodes are clustered using Oracle Clusterware.

Embedded SQL is a method of combining the computing power of a programming language and the database manipulation capabilities of SQL. Embedded SQL statements are SQL statements written inline with the program source code, of the host language. The embedded SQL statements are parsed by an embedded SQL preprocessor and replaced by host-language calls to a code library. The output from the preprocessor is then compiled by the host compiler. This allows programmers to embed SQL statements in programs written in any number of languages such as C/C++, COBOL and Fortran. This differs from SQL-derived programming languages that don't go through discrete preprocessors, such as PL/SQL and T-SQL.

SAP IQ is a column-based, petabyte scale, relational database software system used for business intelligence, data warehousing, and data marts. Produced by Sybase Inc., now an SAP company, its primary function is to analyze large amounts of data in a low-cost, highly available environment. SAP IQ is often credited with pioneering the commercialization of column-store technology.

<span class="mw-page-title-main">World Programming System</span> Data analysis software

The World Programming System, also known as WPS Analytics or WPS, is a software product developed by a company called World Programming.

The SQuirreL SQL Client is a database administration tool. It uses JDBC to allow users to explore and interact with databases via a JDBC driver. It provides an editor that offers code completion and syntax highlighting for standard SQL. It also provides a plugin architecture that allows plugin writers to modify much of the application's behavior to provide database-specific functionality or features that are database-independent. As this desktop application is written entirely in Java with Swing UI components, it should run on any platform that has a JVM.

In computing, the term data warehouse appliance (DWA) was coined by Foster Hinshaw for a computer architecture for data warehouses (DW) specifically marketed for big data analysis and discovery that is simple to use and has a high performance for the workload. A DWA includes an integrated set of servers, storage, operating systems, and databases.

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<span class="mw-page-title-main">Netezza</span> Provider of Integrated Data Warehouse Hardware and Software

IBM Netezza is a subsidiary of American technology company IBM that designs and markets high-performance data warehouse appliances and advanced analytics applications for the most demanding analytic uses including enterprise data warehousing, business intelligence, predictive analytics and business continuity planning.

<span class="mw-page-title-main">Michael Stonebraker</span> American computer scientist (born 1943)

Michael Ralph Stonebraker is a computer scientist specializing in database systems. Through a series of academic prototypes and commercial startups, Stonebraker's research and products are central to many relational databases. He is also the founder of many database companies, including Ingres Corporation, Illustra, Paradigm4, StreamBase Systems, Tamr, Vertica and VoltDB, and served as chief technical officer of Informix. For his contributions to database research, Stonebraker received the 2014 Turing Award, often described as "the Nobel Prize for computing."

Composite Software, Inc. was previously a privately held data virtualization software company based in San Mateo, California. Composite Software was founded in October 2001 by Michael R. Abbott. In 2003, former Active Software founder and webMethods CTO, Jim Green joined Composite Software as CEO. On July 30, 2013, Composite Software was acquired by Cisco Systems for approximately US $180 million. Then on October 5, 2017 TIBCO purchased what was Composite Software from Cisco.

In-database processing, sometimes referred to as in-database analytics, refers to the integration of data analytics into data warehousing functionality. Today, many large databases, such as those used for credit card fraud detection and investment bank risk management, use this technology because it provides significant performance improvements over traditional methods.

Informix Corporation was a software company located in Menlo Park, California. It was a developer of relational database software for computers using the Unix, Microsoft Windows, and Apple Macintosh operating systems.

<span class="mw-page-title-main">DBeaver</span> Multi-platform database administration software

DBeaver is a SQL client software application and a database administration tool. For relational databases it uses the JDBC application programming interface (API) to interact with databases via a JDBC driver. For other databases (NoSQL) it uses proprietary database drivers. It provides an editor that supports code completion and syntax highlighting. It provides a plug-in architecture that allows users to modify much of the application's behavior to provide database-specific functionality or features that are database-independent. This is a desktop application written in Java and based on Eclipse platform.

References

  1. n-Database Analytics: The Heart of the Predictive Enterprise
  2. Decision Management Solutions
  3. "Operational Analytics: Putting Analytics to Work in Operational Systems". Archived from the original on 2012-08-05. Retrieved 2013-04-04.
  4. "Quest Teams with Fuzzy Logix to Deliver a Cost-effective Solution for Predictive Modeling". Archived from the original on 2013-11-30. Retrieved 2013-04-04.
  5. Aster Data's Data-Analytics Server and Analytic Power of SQL-MapReduce Draws New Partners
  6. Fuzzy Logix and IBM Unveil In-Database Analytics for IBM Informix
  7. New Product for In-Database Analytics
  8. Fuzzy Logix and Netezza Partner
  9. ParAccel Jumps On Analytics Bandwagon
  10. Fuzzy Logix Unveils a New Product and a New Partner: DB Lytix(TM) In-Database Analytics for Microsoft
  11. Fuzzy Logix Announces Partnership with Sybase for Introducing In-database Analytics on the World’s Leading Column-oriented Analytics Server
  12. Enabling In-Database Analytics with Sybase IQ