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Data Mesh
Data mesh is a sociotechnical approach to build a decentralized data architecture by leveraging a domain-oriented, self-serve design (in a software development perspective), and borrows Eric Evans’ theory of domain-driven design and Manuel Pais’ and Matthew Skelton’s theory of team topologies. Data mesh mainly concerns about the data itself, taking the data lake and the pipelines as a secondary concern. The main proposition is scaling analytical data by domain-oriented decentralization. With data mesh, the responsibility for analytical data is shifted from the central data team to the domain teams, supported by a data platform team that provides a domain-agnostic data platform. History The term ''data mesh'' was first defined by Zhamak Dehghani in 2019 while she was working as a principal consultant at the technology company Thoughtworks. Dehghani introduced the term in 2019 and then provided greater detail on its principles and logical architecture throughout 2020. The p ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Domain-driven Design
Domain-driven design (DDD) is a major software design approach, focusing on modeling software to match a domain according to input from that domain's experts. Under domain-driven design, the structure and language of software code (class names, class methods, class variables) should match the business domain. For example, if software processes loan applications, it might have classes like loan application, customer, and methods such as accept offer and withdraw. Domain-driven design is predicated on the following goals: * placing the project's primary focus on the core domain and domain logic; * basing complex designs on a model of the domain; * initiating a creative collaboration between technical and domain experts to iteratively refine a conceptual model that addresses particular domain problems. Criticisms of domain-driven design argue that developers must typically implement a great deal of isolation and encapsulation to maintain the model as a pure and helpful constru ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Data Lake
A data lake is a system or repository of data stored in its natural/raw format, usually object blobs or files. A data lake is usually a single store of data including raw copies of source system data, sensor data, social data etc., and transformed data used for tasks such as reporting, visualization, advanced analytics and machine learning. A data lake can include structured data from relational databases (rows and columns), semi-structured data ( CSV, logs, XML, JSON), unstructured data (emails, documents, PDFs) and binary data (images, audio, video). A data lake can be established "on premises" (within an organization's data centers) or "in the cloud" (using cloud services from vendors such as Amazon, Microsoft, or Google). Background James Dixon, then chief technology officer at Pentaho, coined the term by 2011 to contrast it with data mart, which is a smaller repository of interesting attributes derived from raw data. In promoting data lakes, he argued that data marts h ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Data Management Platform
A data management platform (DMP) is a software platform used for collecting and managing data. They allow businesses to identify audience segments, which can be used to target specific users and contexts in online advertising campaigns. DMPs may use big data and artificial intelligence algorithms to process and analyze large data sets about users from various sources. Some advantages of using DMPs include data organization, increased insight on audiences and markets, and effective advertisement budgeting. On the other hand, DMPs often have to deal with privacy concerns due to the integration of third-party software with private data. This technology is continuously being developed by global entities such as Nielsen and Oracle. More generally, the term data platform can refer to any software platform used for collecting and managing data. It is an integrated solution which as of the 2010s can combine functionalities of for example a data lake, data warehouse or data hub for bus ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Zalando
Zalando SE is a publicly traded German online retailer of shoes, fashion and beauty. The company was founded in 2008 by David Schneider and Robert Gentz and has more than 50 million active users in 25 European markets. Zalando is active in a variety of business fields - from multi-brand online shopping (including their own brands), the shopping club Zalando Lounge, outlets in 11 German cities, the consultation service Zalon, as well as logistics and marketing offers for retailers. With the program Connected Retail, Zalando connects more than 7,000 brick and mortar businesses to the online fashion platform. In 2021, Zalando generated revenue of 10.35 billion Euro, with roughly 17,000 employees. History Zalando was founded in 2008 by Robert Gentz and David Schneider in Berlin with investment capital from the three Samwer brothers. Gentz, Schneider and Oliver Samwer met each other through their studies at WHU - Otto Beisheim School of Management. Inspired by US online retailer Zap ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Netflix
Netflix, Inc. is an American subscription video on-demand over-the-top streaming service and production company based in Los Gatos, California. Founded in 1997 by Reed Hastings and Marc Randolph in Scotts Valley, California, it offers a film and television series library through distribution deals as well as its own productions, known as Netflix Originals. As of September 2022, Netflix had 222 million subscribers worldwide, including 73.3 million in the United States and Canada; 73.0 million in Europe, the Middle East and Africa, 39.6 million in Latin America and 34.8 million in the Asia-Pacific region. It is available worldwide aside from Mainland China, Syria, North Korea, and Russia. Netflix has played a prominent role in independent film distribution, and it is a member of the Motion Picture Association (MPA). Netflix can be accessed via web browsers or via application software installed on smart TVs, set-top boxes connected to televisions, tablet computers, smartph ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Intuit
Intuit Inc. is an American business software company that specializes in financial software. The company is headquartered in Mountain View, California, and the CEO is Sasan Goodarzi. Intuit's products include the tax preparation application TurboTax, personal finance app Mint.com, Mint, the small business accounting program QuickBooks, the credit monitoring service Credit Karma, and email marketing platform Mailchimp. more than 95% of its revenues and earnings come from its activities within the United States. Intuit offers a free online service called TurboTax Free File as well as a similarly named service called TurboTax Free Edition which is not free for most users. In 2019, investigations by ProPublica found that Intuit deliberately steered taxpayers from the free TurboTax Free File to the paid TurboTax Free Edition using tactics including Search engine privacy#Delisting and reordering, search engine delisting and a deceptive discount targeted to members of the military. ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
VistaPrint
Vistaprint is a Dutch global, e-commerce company that produces physical and digital marketing products for small businesses. Vistaprint was one of the first businesses to offer its customers the capabilities of desktop publishing through the internet when it was launched in 1999. Vistaprint is wholly owned by Cimpress plc, a publicly traded company based in Ireland. Business The company is based in Venlo, Netherlands and employs over 5,100 employees in its 13 offices and printing facilities. History Robert Keane founded a company in Paris in 1995 called Bonne Impression, a direct marketer of desktop publishing software and pre-printed laser-printer-compatible specialty papers for printing brochures, stationery, and business cards, particularly for small businesses. In 1999, the company adopted an internet-based business model and changed its name to Vistaprint. In September 2005, the company filed its initial public offering and began trading on the Nasdaq. It opened a Europ ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
JPMorgan Chase
JPMorgan Chase & Co. is an American multinational investment bank and financial services holding company headquartered in New York City and incorporated in Delaware. As of 2022, JPMorgan Chase is the largest bank in the United States, the world's largest bank by market capitalization, and the fifth largest bank in the world in terms of total assets, with total assets of US$3.774 trillion. Additionally, JPMorgan Chase is ranked 24th on the Fortune 500 list of the largest United States corporations by total revenue. It is considered a systemically important bank by the Financial Stability Board. As a " Bulge Bracket" bank, it is a major provider of various investment banking and financial services. It is one of America's Big Four banks, along with Bank of America, Citigroup, and Wells Fargo. JPMorgan Chase is considered to be a universal bank and a custodian bank. The J.P. Morgan brand is used by the investment banking, asset management, private banking, wealth man ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Federated Architecture
Federated architecture (FA) is a pattern in enterprise architecture that allows interoperability and information sharing between semi-autonomous de-centrally organized lines of business (LOBs), information technology systems and applications. ;Architecture areas of concern * Organisational architecture * Business architecture * Process architecture * Information architecture This is an approach to the coordinated sharing and exchange of information which is organized by models, which are describing common concepts and behavior. The pattern emphasizes a controlled sharing and exchange of information among autonomous components by communication via messages. Highest possible autonomy shall be given to the different cooperating components. In return they are expected to adhere to common models by using defined interfaces. Complex problems "Complex architectures are extremely hard to manage, not only in terms of the architecture process itself, but also in terms of getting buy ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Data Management
Data management comprises all disciplines related to handling data as a valuable resource. Concept The concept of data management arose in the 1980s as technology moved from sequential processing (first punched cards, then magnetic tape) to random access storage. Since it was now possible to store a discrete fact and quickly access it using random access disk technology, those suggesting that data management was more important than business process management used arguments such as "a customer's home address is stored in 75 (or some other large number) places in our computer systems." However, during this period, random access processing was not competitively fast, so those suggesting "process management" was more important than "data management" used batch processing time as their primary argument. As application software evolved into real-time, interactive usage, it became obvious that both management processes were important. If the data was not well defined, the data wo ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Data Platform (other)
A data platform usually refers to a software platform used for collecting and managing data, and acting as a data delivery point for application and reporting software. Data platform can also refer to Technology Concepts and specifications * Customer data platform, a collection of software which creates a persistent, unified customer database that is accessible to other systems * Data management platform, a software platform used for collecting and managing data * Data science competition platform * Computing platform * Cross-platform software * Linked Data Platform, a linked data specification defining a set of integration patterns * Platform as a service Specific implementations * Open data portal, an online platform which supports users in accessing collections of open data * PatientBank, a medical data platform * SimpleReach, a content data platform and performance measurement company which tracks behavior on published content See also * Common data model * Common Da ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
