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Questions and Answers
What is a distributed system?
What is a distributed system?
A distributed system is a collection of autonomous computing elements that appears to its users as a single coherent system.
What are the characteristic features of a distributed system?
What are the characteristic features of a distributed system?
A distributed system consists of autonomous computing elements, also referred to as nodes, which can be either hardware devices or software processes. Furthermore, the distributed system must act as a single coherent system to users, meaning that users perceive the system as a whole, and the nodes must collaborate to achieve this coherent behavior.
What are the implications of autonomous nodes in a distributed system?
What are the implications of autonomous nodes in a distributed system?
What is an overlay network in the context of a distributed system?
What is an overlay network in the context of a distributed system?
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What are the two main types of overlay networks?
What are the two main types of overlay networks?
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What is the key concept behind a coherent system in the context of distributed systems?
What is the key concept behind a coherent system in the context of distributed systems?
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Which of the following are examples of distribution transparency?
Which of the following are examples of distribution transparency?
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What is middleware and what is its role in a distributed system?
What is middleware and what is its role in a distributed system?
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What are the key objectives that middleware aims to achieve?
What are the key objectives that middleware aims to achieve?
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What is the significance of the statement 'the network is the computer'?
What is the significance of the statement 'the network is the computer'?
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Which of the following are canonical examples of distributed systems that share resources?
Which of the following are canonical examples of distributed systems that share resources?
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What are the different types of distribution transparency?
What are the different types of distribution transparency?
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Achieving full distribution transparency is always a desirable goal and should be the primary objective.
Achieving full distribution transparency is always a desirable goal and should be the primary objective.
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Why can completely hiding failures in a distributed system be impractical?
Why can completely hiding failures in a distributed system be impractical?
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Flashcards
Distributed System
Distributed System
A collection of independent computing elements that appears to users as a single system.
Autonomous Nodes
Autonomous Nodes
Individual computing elements (hardware or software) in a distributed system.
Overlay Network
Overlay Network
Nodes in a distributed system communicate only with their neighbors.
Structured Overlay
Structured Overlay
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Unstructured Overlay
Unstructured Overlay
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Distribution Transparency
Distribution Transparency
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Partial Failures
Partial Failures
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Middleware
Middleware
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Resource Sharing
Resource Sharing
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Access Transparency
Access Transparency
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Location Transparency
Location Transparency
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Relocation Transparency
Relocation Transparency
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Migration Transparency
Migration Transparency
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Replication Transparency
Replication Transparency
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Concurrency Transparency
Concurrency Transparency
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Failure Transparency
Failure Transparency
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Openness
Openness
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Scalability
Scalability
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Global Clock
Global Clock
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Time synchronization issues
Time synchronization issues
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Group Membership
Group Membership
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Authorization
Authorization
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Network Latency
Network Latency
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Replication
Replication
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Study Notes
Distributed Systems Introduction
- A distributed system is a collection of autonomous computing elements that appears as a single, coherent system to its users.
- These elements, often called nodes, can be hardware devices or software processes.
- Users or applications perceive a single system, requiring nodes to collaborate.
Characteristic Features
- Autonomous Nodes: Each node operates independently, having its own time, which creates synchronization and coordination challenges.
- Single Coherent System: Users and applications interact with the system as if it were a single entity, regardless of the nodes' locations or the interactions between them.
Collection of Autonomous Nodes
- Independent Behavior: Nodes operate autonomously, each with its own timekeeping; a global clock is absent. This leads to issues in synchronization and coordination.
- Management of Group Membership: The system needs to manage how nodes join and leave the system, and to ensure that only authorized nodes interact.
- Node Authorization: The system needs to verify the identity of interacting nodes.
Overlay Network
- Communication within the system occurs only between immediate neighbors.
- The set of neighbors might be:
- Dynamic (changeable over time)
- Known implicitly (nodes discover neighbors needing to query the system)
Overlay Network Types
- Peer-to-Peer (P2P): A well-known example of an overlay network.
- Structured: Nodes have a defined set of neighbors (e.g., tree, ring structures).
- Unstructured: Nodes refer to randomly selected other nodes in the system.
Coherent System
- The system operates consistently regardless of the location, time of interaction, or user's interaction point.
- Distribution transparency: The user is unaware of the distributed nature of the system (where computations are performed, where data is stored, how replication is handled).
Examples of Transparency
- User Perspective: The user doesn't know where a computation is taking place.
- Data Perspective: The user doesn't know where data is stored, or whether the data is replicated.
- Transparency issues: Data or computations may be processed on different machines or locations.
Middleware and Distributed Systems
- Middleware: The software layer that sits on top of the local operating systems to provide a common interface for distributed systems, concealing the underlying heterogeneity.
- Support Common Functions: Provides commonly used functionalities and components that are needed across applications deployed on different computers in a distributed system.
- Functionalities: Shared resources, uniform presentation, and access are examples of functionalities that are provided.
Goals of Distributed Systems
- Resource Sharing: Multiple independent nodes can share resources.
- Distribution Transparency: Applications can operate as if the system was a single machine.
- Openness: Applications communicate using standard protocols.
- Scalability: Adding nodes to improve and extend the capacity and functionalities of the system.
Example of Resource Sharing
- Cloud-based storage: Storage and files are shared across the cloud.
- Peer-to-peer multimedia streaming: Multimedia content is distributed among peers.
- Shared mail services: Email is routed to different locations.
- Shared Web hosting: Web content is distributed across servers.
Distribution Transparency Types
- Access: Hiding differences in accessing data.
- Location: Hiding the location or placement of the data.
- Relocation: Hiding that data may be moved to other locations.
- Migration: Hiding if the data is moved to other locations.
- Replication: Hiding if data is replicated across the system.
- Concurrency: Hiding the presence of multiple users concurrently accessing the data.
- Failure: Hiding the system failures and recovery mechanisms.
Degree of Transparency
- Challenges: Achieving complete transparency is difficult and may impact performance or reliability.
- Exposing Distribution: Exposing certain aspects may be beneficial (e.g., enabling location-based services).
Conclusion
- Achieving full distribution transparency is a significant challenge.
- Partial transparency might be a more realistic and practical objective.
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