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8 Top Data Science Platform Developers in the World

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Top data science tools and platforms providers across the world. Useful information for data science and data analytics developers.

Data Science is a combination of multiple skills. AI and Machine Learning are part of data science. You can create AI and Machine Learning products with data. 

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Cloud Computing popular methods to manage resources (1 of 2)

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Managing Cloud resources: Cloud resource management refers to the allocation of cloud resources, such as processor power, memory capacity, and network bandwidth.
resource management in cloud computing

Resource management in Cloud computing

  • The resource management system is the system responsible for allocating the cloud resources to users and applications. 
  • For any resource management system to become successful, it needs to flexibly utilize the available cloud resources whilst maintaining service isolation.

How resource management works

  1. The resource management system is expected to operate under the predefined QoS requirements as set by the customers. 
  2. The resource management at cloud scale requires a rich set of resource management schemes.
  3. The provider should show an option for scalability.

Challenges

  • The big challenge for cloud service providers is in managing physical and virtual resources according to user-resources demands. 
  • It is in a way that rapidly and dynamically provides resources to applications. 
  • The big challenge for cloud service providers is in managing physical and virtual resources according to user-resources demands. 
  • Resource provider should show solutions to migrate with minimal time.
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