What describes the relationship between edge computing and cloud computing

0 votes
Explain the connection and interaction between edge computing and cloud computing, emphasizing the nature of their relationship and how they complement each other in the realm of modern computing infrastructure.
Oct 18, 2023 in Cloud Computing by Saniya
• 3,320 points
283 views

1 answer to this question.

0 votes

Edge computing and cloud computing are two paradigms that play complementary roles in the realm of modern computing infrastructure. They address different aspects of computing and work together to provide a comprehensive solution for various use cases. Here's an explanation of their connection and interaction:

1. Edge Computing:

Location: Edge computing involves processing data and running applications closer to the data source or "edge" of the network, typically on devices or local servers. These devices can be IoT devices, gateways, routers, or other edge servers.

Low Latency: The primary goal of edge computing is to reduce latency by processing data locally, which is critical for applications that require real-time or near-real-time responses.

Data Processing: Edge devices process data locally, filter and aggregate it, and then send only relevant information to the cloud. This minimizes the amount of data sent over the network.

2. Cloud Computing:

Location: Cloud computing, on the other hand, involves centralized data processing and storage on remote servers maintained by cloud service providers.

Scalability:  Cloud computing offers virtually limitless resources and scalability. It is well-suited for applications with fluctuating workloads and for storing vast amounts of data.

Data Analysis: The cloud is often used for more complex data analysis, machine learning, big data processing, and long-term storage.

The Connection and Interaction:

1. Data Processing and Analysis:
Edge computing handles initial data processing and filtering. It processes data at the source, extracts relevant information, and makes quick decisions. Only crucial data is then forwarded to the cloud.

Cloud computing takes over for more intensive data analysis, storage, and long-term data retention. It can provide the computing power and resources needed for large-scale analytics, machine learning, and historical data storage.

2. Low Latency and Real-time Applications:

Edge computing is crucial for applications that require low latency, such as autonomous vehicles, industrial automation, and augmented reality. It ensures that data is processed quickly, allowing immediate responses.

Cloud computing can handle less time-sensitive tasks, like archiving data and running batch processing jobs, that do not require real-time interaction.

3. Scalability and Resource Allocation:

Edge devices may have limited computational resources. When more processing power or storage is required, cloud computing can provide additional resources on-demand.

This combination allows for efficient resource allocation. You can use the cloud to scale resources as needed while keeping critical real-time processing at the edge.

4. Redundancy and Fault Tolerance: Combining edge and cloud computing can enhance fault tolerance. If an edge device or server fails, the cloud can take over to ensure data continuity and uninterrupted service.

answered Oct 19, 2023 by anonymous
• 3,320 points

Related Questions In Cloud Computing

0 votes
1 answer

What is the difference between cloud computing and distributed computing?

The difference between these two technologies are ...READ MORE

answered Jul 12, 2018 in Cloud Computing by DearestOne
• 200 points
1,538 views
0 votes
1 answer

What is the difference between cloud computing and distributed computing?

Distributed computing is defined as "A distributed ...READ MORE

answered Jul 24, 2018 in Cloud Computing by Mrunal
• 680 points
941 views
0 votes
1 answer

What is the difference between elasticity and scalability in Cloud Computing?

Hi@akhtar, These two terms are sound similar. But ...READ MORE

answered Dec 16, 2020 in Cloud Computing by MD
• 95,440 points
1,295 views
0 votes
1 answer

What is the difference between Cloud, Grid and Cluster?

Hi@akhtar, A Cloud is a unique form of ...READ MORE

answered Dec 16, 2020 in Cloud Computing by MD
• 95,440 points
1,222 views
0 votes
1 answer

What is the connection between AMI and Instance?

Many different types of instances can be ...READ MORE

answered Jun 18, 2018 in Cloud Computing by code_ninja
• 6,290 points
821 views
0 votes
1 answer

AWS: What is the relation between Instance and AMI?

Amazon Web Services provides various methods to ...READ MORE

answered Jul 12, 2018 in Cloud Computing by DragonLord999
• 8,450 points
1,624 views
0 votes
1 answer

difference between cloud computing and grid computing

 Cloud Computing: Cloud computing is a client-server architecture ...READ MORE

answered Feb 4, 2022 in Cloud Computing by Edureka
• 13,620 points
835 views
0 votes
1 answer

What are the cloud application security issues?

Cloud application security issues refer to the ...READ MORE

answered Nov 30, 2023 in Cloud Computing by anonymous
• 3,320 points
153 views
0 votes
1 answer

What are two characteristics of the public cloud?

Two key characteristics of the public cloud, ...READ MORE

answered Nov 30, 2023 in Cloud Computing by anonymous
• 3,320 points
275 views
webinar REGISTER FOR FREE WEBINAR X
REGISTER NOW
webinar_success Thank you for registering Join Edureka Meetup community for 100+ Free Webinars each month JOIN MEETUP GROUP