Podcast Beta
Questions and Answers
In vertical scalability, you will increase the ______ of a single system adding more resources to one single system.
height
Scaling a distributed system is as simple as adding a few more ______ to the network.
computers
In horizontal scalability, you will add new ______ to the cluster and increase the length of the network.
members
If a hardware component of a ______ system fails, it may stop working, and your application will not remain available for your users.
Signup and view all the answers
A ______ failure in a cluster will only reduce the capacity, but the overall system remains working.
Signup and view all the answers
The distributed architecture uses a ______ of computers.
Signup and view all the answers
The industry needed a new ______ or platform to handle the Big Data Problem.
Signup and view all the answers
Distributed systems are ______ Scalable, and Monolytic Systems are Vertically Scalable.
Signup and view all the answers
Distributed systems can ______ hardware failures and may offer greater availability.
Signup and view all the answers
Distributed systems can start with a small ______ and add more computers to the cluster as the business grows.
Signup and view all the answers
Monolithic systems are ______ and time-consuming to scale.
Signup and view all the answers
Distributed approach is more ______.
Signup and view all the answers
Engineers evaluated the monolithic and ______ approaches to design a new data processing system.
Signup and view all the answers
The evaluations indicate that ______ system could be a better choice.
Signup and view all the answers
Hadoop came up as a new data processing platform to solve ______ problems.
Signup and view all the answers
The Hadoop platform was designed and developed in ______.
Signup and view all the answers
The core platform layer offered three capabilities: Distributed cluster formation, Data storage and retrieval on the distributed cluster, and distributed data processing using ______ programming language.
Signup and view all the answers
Hadoop was developed as an operating system of a ______ cluster.
Signup and view all the answers
Study Notes
Scalability
- In vertical scalability, you increase the capacity of a single system by adding more resources.
- In horizontal scalability, you add new nodes to the cluster and increase the network length.
Distributed Systems
- A hardware component failure in a distributed system only reduces capacity, but the overall system remains working.
- Distributed systems use a cluster of computers.
- They are scalable and can handle hardware failures, offering greater availability.
- They can start small and add more computers to the cluster as the business grows.
Monolithic Systems
- Monolithic systems are difficult and time-consuming to scale.
Hadoop Platform
- Hadoop was developed to solve Big Data problems.
- It was designed and developed in an open-source environment.
- The core platform layer offers three capabilities: distributed cluster formation, data storage and retrieval on the distributed cluster, and distributed data processing using MapReduce programming language.
- Hadoop was developed as an operating system of a distributed cluster.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.
Related Documents
Description
Learn about the differences between vertical and horizontal scalability. Vertical scalability involves adding more resources to a single system, while horizontal scalability involves adding more computers to a network. Understand the concepts of scaling in distributed systems.
