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Comparison Of OLAP Servers
The following tables compare general and technical information for a number of online analytical processing (OLAP) servers
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Cubes (OLAP Server)
Cubes is a light-weight open source multidimensional modelling and OLAP toolkit for development reporting applications and browsing of aggregated data written in Python programming language released under the MIT License. Cubes provides to an analyst or any application end-user "understandable and natural way of reporting using concept of data Cubes – multidimensional data objects". Cubes was first publicly released in March 2011
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Java (programming Language)
Compilers: OpenJDK
OpenJDK
(javac, sjavac), GNU Compiler for Java (GCJ), Eclipse Compiler
Compiler
for Java (ECJ) Virtual Machines: Oracle HotSpot, Oracle JRockit, Azul Zing, IBM J9, Excelsior JET, Gluon VM, Microsoft
Microsoft
JVM, Apache Harmony JIT-Compilers: Oracle Graal, Azul Falcon (LLVM)DialectsGeneric Java, PizzaInfluenced byAda 83, C++,[2] C#,[3] Eiffel,[4] Generic Java, Mesa,[5] Modula-3,[6] Oberon,[7] Objective-C,[8] UCSD Pascal,[9][10] Object Pascal[11]InfluencedAda 2005, BeanShell, C#, Chapel,[12] Clojure, ECMAScript, Fantom, Gambas,[13] Groovy, Hack,[14] Haxe, J#, JavaScript, Kotlin, PHP, Python, Scala, Seed7, Vala Java Programming at WikibooksJava is a general-purpose computer-programming language that is concurrent, class-based, object-oriented,[15] and specifically designed to have as few implementation dependencies as possible
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PowerPivot
Power Pivot is a feature of Microsoft
Microsoft
Excel. It is available as an add-in in Excel 2010 and 2013, and is included natively in Excel 2016. PowerPivot extends a local instance of Microsoft
Microsoft
Analysis Services Tabular that is embedded directly into an Excel Workbook. This allows a user to build a R OLAP model in PowerPivot, and use pivot tables to explore the model once it is built. This allows Excel to act as a Self-Service BI platform, implementing professional expression languages to query the model and calculate advanced measures. PowerPivot primarily uses DAX (Data Analysis Expressions) as its expression language, although the model can be queried via MDX in a row set expression. DAX expressions allow a user to create measures based on the data model, which can summarize and aggregate millions of rows of table data in seconds
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Power BI
Power BI
Power BI
is a business analytics service provided by Microsoft. It provides interactive visualizations with self-service business intelligence capabilities, where end users can create reports and dashboards by themselves, without having to depend on information technology staff or database administrators.[1]Contents1 General 2 History 3 Key components 4 See also 5 ReferencesGeneral[edit] Power BI
Power BI
provides cloud-based BI services, known as "Power BI Services", along with a desktop based interface, called "Power BI Desktop"
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OLE DB For OLAP
OLE DB for OLAP (Object Linking and Embedding Database for Online Analytical Processing abbreviated ODBO) is a Microsoft
Microsoft
published specification and an industry standard for multi-dimensional data processing. ODBO is the standard application programming interface (API) for exchanging metadata and data between an OLAP server and a client on a Windows platform. ODBO extends the ability of OLE DB to access multi-dimensional (OLAP) data stores.[citation needed]Contents1 Description 2 See also 3 References 4 External linksDescription[edit] ODBO is the most widely supported, multi-dimensional API to date. Platform-specific to Microsoft
Microsoft
Windows, ODBO was specifically designed for Online Analytical Processing (OLAP) systems by Microsoft
Microsoft
as an extension to Object Linking and Embedding Database (OLE DB)
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Stored Procedures
A stored procedure (also termed proc, storp, sproc, StoPro, StoredProc, StoreProc, sp, or SP) is a subroutine available to applications that access a relational database management system (RDBMS). Such procedures are stored in the database data dictionary. Uses for stored procedures include data-validation (integrated into the database) or access-control mechanisms. Furthermore, stored procedures can consolidate and centralize logic that was originally implemented in applications. To save time and memory, extensive or complex processing that requires execution of several SQL statements can be saved into stored procedures, and all applications call the procedures. One can use nested stored procedures by executing one stored procedure from within another. Stored procedures may return result sets, i.e., the results of a SELECT statement. Such result sets can be processed using cursors, by other stored procedures, by associating a result-set locator, or by applications
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SQL
SQL (/ˌɛs.kjuːˈɛl/ ( listen) S-Q-L,[4] /ˈsiːkwəl/ "sequel"; Structured Query Language)[5][6][7][8] is a domain-specific language used in programming and designed for managing data held in a relational database management system (RDBMS), or for stream processing in a relational data stream management system (RDSMS). In comparison to older read/write APIs like ISAM or VSAM, SQL offers two main advantages: first, it introduced the concept of accessing many records with one single command; and second, it eliminates the need to specify how to reach a record, e.g
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LINQ
Language Integrated Query (LINQ, pronounced "link") is a Microsoft .NET Framework
.NET Framework
component that adds native data querying capabilities to .NET languages. Although ports exist for PHP
PHP
(PHPLinq), JavaScript (linq.js), TypeScript
TypeScript
(linq.ts), and ActionScript
ActionScript
(ActionLinq) - none of these ports are strictly equivalent to LINQ in C# (where it is a part of the language, not an external library, and where it often addresses a wider range of needs). LINQ extends the language by the addition of query expressions, which are akin to SQL statements, and can be used to conveniently extract and process data from arrays, enumerable classes, XML
XML
documents, relational databases, and third-party data sources
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JSON
In computing, JavaScript
JavaScript
Object Notation or JSON
JSON
(/ˈdʒeɪsən/ JAY-sən)[1] is an open-standard file format that uses human-readable text to transmit data objects consisting of attribute–value pairs and array data types (or any other serializable value). It is a very common data format used for asynchronous browser–server communication, including as a replacement for XML
XML
in some AJAX-style systems.[2] JSON
JSON
is a language-independent data format. It was derived from JavaScript, but as of 2017[update] many programming languages include code to generate and parse JSON-format data. The official Internet media type for JSON
JSON
is application/json
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REST API
REpresentational State Transfer (REST) is an architectural style that defines a set of constraints and properties based on HTTP. Web Services that conform to the REST architectural style, or RESTful web services, provide interoperability between computer systems on the Internet. REST-compliant web services allow the requesting systems to access and manipulate textual representations of web resources by using a uniform and predefined set of stateless operations. Other kinds of web services, such as SOAP
SOAP
web services, expose their own arbitrary sets of operations.[1] "Web resources" were first defined on the World Wide Web
World Wide Web
as documents or files identified by their URLs. However, today they have a much more generic and abstract definition that encompasses every thing or entity that can be identified, named, addressed, or handled, in any way whatsoever, on the web
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R (programming Language)
R is a programming language and free software environment for statistical computing and graphics that is supported by the R Foundation for Statistical Computing.[6] The R language is widely used among statisticians and data miners for developing statistical software[7] and data analysis.[8] Polls, surveys of data miners, and studies of scholarly literature databases show that R's popularity has increased substantially in recent years.[9] As of April 2018,[update] R ranks 12th in the TIOBE index.[10] R is a GNU
GNU
package.[11] The source code for the R software environment is written primarily in C, Fortran, and R.[12] R is freely available under the GNU
GNU
General Public License, and pre-compiled binary versions are provided for various operating systems
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SAP AG
SAP SE
SAP SE
(/ɛseɪˈpi/) (Systeme, Anwendungen und Produkte in der Datenverarbeitung; "Systems, Applications & Products in Data Processing") is a German-based European multinational software corporation that makes enterprise software to manage business operations and customer relations.[2] SAP is headquartered in Walldorf, Baden-Württemberg, Germany
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.NET Framework
.NET Framework
.NET Framework
(pronounced dot net) is a software framework developed by Microsoft
Microsoft
that runs primarily on Microsoft
Microsoft
Windows. It includes a large class library named Framework Class Library (FCL) and provides language interoperability (each language can use code written in other languages) across several programming languages. Programs written for .NET Framework
.NET Framework
execute in a software environment (in contrast to a hardware environment) named Common Language Runtime
Common Language Runtime
(CLR), an application virtual machine that provides services such as security, memory management, and exception handling
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Transport Layer Security
Transport Layer Security (TLS) – and its predecessor, Secure Sockets Layer (SSL), which is now prohibited from use by the Internet Engineering Task Force (IETF) – are cryptographic protocols that provide communications security over a computer network.[1] Several versions of the protocols find widespread use in applications such as web browsing, email, Internet faxing, instant messaging, and voice over IP (VoIP). Websites are able to use TLS to secure all communications between their servers and web browsers. The TLS protocol aims primarily to provide privacy and data integrity between two communicating computer applications.[1]:3 When secured by TLS, connections between a client (e.g., a web browser) and a server (e.g.,.org) have one or more of the following properties:The connection is private (or secure) because symmetric cryptography is used to encrypt the data transmitted
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LDAP
The Lightweight Directory Access Protocol (LDAP; /ˈɛldæp/) is an open, vendor-neutral, industry standard application protocol for accessing and maintaining distributed directory information services over an Internet Protocol
Internet Protocol
(IP) network.[1] Directory services play an important role in developing intranet and Internet applications by allowing the sharing of information about users, systems, networks, services, and applications throughout the network.[2] As examples, directory services may provide any organized set of records, often with a hierarchical structure, such as a corporate email directory. Similarly, a telephone directory is a list of subscribers with an address and a phone number. LDAP is specified in a series of Internet Engineering Task Force (IETF) Standard Track publications called Request for Comments (RFCs), using the description language ASN.1
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