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ISM V5

Heydi Zarate Desarrollo profesional Englisch 40 Karten

What are the principal aspects of Big Data?

Karten in diesem Stapel (40)

  1. 1Digital Universe is created and defined by...SOFTWARE
  2. 2what is data?Is a collection of facts, typically collected for analysis or reference.
  3. 3What is information?It can be defined as giving a meaning to the data.
  4. 4Define Structured dataStructured data is organized in fixed fields within a record or file, you require a data model.
    Ex: databases
  5. 5Define Unstructured dataUnstructured data does not have a data model and is not organized in any particular format.
    Ex: PDF, JPG, text file...
  6. 6Give some examples of Magnetic storage devicesHard disk drive (HDD) and magnetic tape drive.
  7. 7Give some examples of Optical storage devicesBlu-ray, DVD, and CD.
  8. 8Give some examples of Flash-based storage devicesSolid-state drive (SSD), memory card, and USB thumb drive.
  9. 9What is an Array?An Array or Storage system is where the storage devices are assembled.
  10. 10A Data Center typically consists of:- Facility
    - IT equipment
    - Support infrastructure
  11. 11What are the Key Characteristics of a Modern Data Center?Continuous Availability
    IT as a Service
    Virtualization
    On-demand Scalability
    Multi-layered Security
    Software-defined
    Orchestration Management
  12. 12What are the Business Drivers of Digital Transformation?Cloud Computing
    Big Data
    Internet of Things (IoT)
    Artificial Intelligence and Machine Learning
    Edge Computing
    5G
  13. 13What is Cloud Computing?A model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources
  14. 14What are the Cloud Computing Characteristics?Measured Service
    Resource Pooling
    Rapid Elasticity
    On-demand Self-service
    Broad Network Access
  15. 15What are the Cloud Service Models?IaaS (Infrastructure as a Service)
    Paas (Platform as a Service)
    SaaS (Sorftware as a Service)
  16. 16What is IaaS and what can manage the consumer and the provider?IaaS (Infrastructure as a Service) is a cloud service model that provide capability to obtain infrastructure components (servers, storage and network)
    Consumer: Apps, data, runtime, middleware and OS
    Provider: Virtualization, servers, storage and networking
  17. 17What is PaaS and what can manage the consumer and the provider?Paas (Platform as a Service)
    is a cloud service model that provide capability to deploy consumer-created or acquired apps on provider's infrastructure
    Consumer: Apps and data
    Provider: Runtime, middleware, OS, virtualization, servers, storage and networking
  18. 18What is SaaS and what can manage the consumer and the provider?SaaS (Sorftware as a Service)
    is a cloud service model that provide capability to obtain infrastructure components (servers, storage and network)
    Consumer: Nothing
    Provider: Apps, data, runtime, middleware, OS, virtualization, servers, storage and networking
  19. 19What are the Cloud Computing Deployment Models?Public Cloud, Private Cloud, Hybrid Cloud and Multi Cloud
  20. 20What is Public Cloud?Is a free, subscription-based or pay-per-use cloud model
    Offers a low upfront expenditure on IT resources and enormous scalability
  21. 21What is Private Cloud?A private cloud is a cloud model that offers organizations a greater degree of privacy and control over the cloud infrastructure, applications, and data.
  22. 22What is the difference between Private Cloud On-premise and Externally hosted?On-premise means that is in the client presmises or in their own Data center.
    Externally hosted is when the cloud is located at a third part or provider's premises
  23. 23What is Hybrid Cloud?Is a cloud model composed of two or more distinct cloud infrastructures (private or public)
  24. 24What is Multi Cloud?Is a cloud model that allows the use of multiple clouds of multiple providers, usually are two or more public clouds that perform different functions
  25. 25What is Big Data?Information assets whose high volume, high velocity, and high variety require the use of new technical architectures and analytical methods to gain insights and deriving business value
  26. 26What are the principal aspects of Big Data?What are the principal aspects of Big Data?
  27. 27What are the characteristic of Big Data?3 Vs:
    1. Volume
    2. Velocity
    3. Variety
  28. 28Define AI and ML and explain their relation?- AI (Artificial Intelligence)
    is an umbrella term that leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind
    - ML (Machine Learning)
    is the process of "training" the machine, feeding large amounts of data into algorithms that give it the ability to learn how to perform the task without being explicitly programmed
    ML techniques make AI possible, are two intertwined concepts that help to build human-like ability into systems
  29. 29Explain how work the learning methodsSupervised - Train algorithms given inputs and NOT outputs
    Unsupervised - Just provide data and the algorithm sort out the data
    Reinforcement - Trial and error method
  30. 30What is IoT?IoT (Internet of Things) is a ecosystem where sensors, devices and equipment are connected to a network and can transmit and receive data
    Wearable gadgets
    Electronic sensors
    Household appliances
  31. 31What are the components of IoT infrastructure?- Smart things: devices that collect, analyze and transmit data
    - Gateways: devices that manage data traffic between networks
    - Middleware: enables connectivity for huge numbers of diverse Things by providing a connectivity layer for sensors and application layers that provide
    - Applications: enable the connection of end users or devices to an IoT device to monitor and control the smart things
  32. 32What is Edge Computing?Edge Computing is an interconnected system of geographically distributed compute and data capabilities working together as a common platform
  33. 33What is 5G?5G is a fifth-generation mobile
    network after 4G networks.
    5G is a revolution of mobile technology. Its features and reliability bring tremendous growth in connectivity, mobile traffic capacity, and new capabilities that enhance performance by providing greater throughput, lower latency, ultra-high reliability, higher connectivity density and an expanded range of mobility.
  34. 34What is a Compute System?A compute system is a computing device (combination of hardware, firmware, and system software) that runs business applications.What is a Compute System?
  35. 35How is composed the Compute System?- Compute Sistem’s hardware: processor(s), memory, internal storage, and I/O devices.
    - Logical components of a compute system: operating system (OS), file system, logical volume manager, and device drivers.
  36. 36What are the types of Compute System?- Tower: is placed within an upright, standalone structure call a "tower”, which looks similar to a desktop cabinet
    :( occupy significant floor space and require complex cabling when deployed in a data center.
    - Rack-mounted: consist of multiple servers placed into an enclosure called a rack
    :) contains multiple servers stacked vertically, thereby simplifying network cabling, consolidating network equipment, and reducing the floor space use.
    Blade: consists of several blade servers installed into one or more chassis. Also known as modular servers
    :) modular design of the blade servers makes them smaller, which minimizes the floor space requirements, increases the compute system density and scalability, and provides better energy efficiency as compared to the tower and the rack servers.
    What are the types of Compute System?
  37. 37Explain what is Compute Virtualization and what are the componentsIs a technique of abstracting the physical compute hardware from the operating system and applications enabling multiple operating systems to run concurrently on a single or clustered physical compute system(s).
    Components:
    - Hypervisor: Specialized OS that allows the virtualization of compute hardware
    - Virtual Machine (VM): Software representation of a server
  38. 38What are the types of Hypervisor?* Bare-metal Hypervisor - Tipe 1:
    is virtualization software that has been installed directly into the computing hardware.
    * Hosted Hypervisor - Tipe 2:
    runs inside of an operating system of a physical host machine.
  39. 39What is the difference between Virtual Machines and Containers?*VM: is a logical compute system with virtual hardware on which a supported guest OS and applications run
    *Containers: the containerization is an operating system-level virtualization method that simplifies the application deployment
    A container require fewer resources that VMs
  40. 40—

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Beschreibung
Desarrollo profesional Karteikarten am ISM V5, erstellt von Heydi Zarate am 17/10/2022.
Erstellt von
Heydi Zarate
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