Skip to main content

EDGE COMPUTING

 

EDGE COMPUTING

 

What is Edge Computing?

Edge computing is a distributed IT architecture that brings computing resources out of clouds and data centres and places them as close as feasible to the source. Reduced latency needs are achieved mostly by edge computing, which also reduces network costs and processes data.




 





The edge might be a router, ISP, routing switch, multiplexer, integrated access device (IAD), etc. The fact that it should be close to the device geographically is the most important aspect of this network edge.

How Does Edge Computing Work

Data is often created on a user's computer or another client programme in a traditional environment. The data is subsequently transferred to the server, where it is stored and processed, via channels like the internet, intranet, LAN, etc. This still stands as a tried-and-true method for client-server computing.

However, traditional data centre infrastructures are finding it challenging to keep up with the exponential development in both the volume of data created and the number of devices connected to the internet. By 2025, 75% of enterprise-generated data will be produced outside of centralised data centres, predicts a Gartner report. This volume of data places a tremendous amount of load on the internet, which leads to congestion and interruption.

The idea behind edge computing is straightforward: rather than bringing the data near to the data centre, it brings the data centre close to the data. The data centre's computing and storage capabilities are installed as close as possible (preferably, in the same place) to the data generation site.

 Applications Of Edge Computing

1.      Edge Computing in Healthcare Industry

It enhances patient output, increases efficiency, accuracy, and the way the healthcare sector runs.

• Health and Safety: Let's say a patient in critical condition is transported in an ambulance from their home to the hospital. In these situation, it is exceedingly challenging to send patient data to the cloud. Edge computing and AI can process data locally, analyse it, and suggest actions in this situation.

2.      Edge Computing in Banking

It enables the rapid and massive scaling of distributed computing. Some of its uses in banking and finance include:

• ATM Security: Edge AI can be used to increase the security of ATMs. For example, by incorporating image recognition on ATMs, the video feed can be analysed at the edge. There is no requirement for human involvement. Additionally, transferring the data to the cloud is not required first. Even if the ATM loses its cool, it will immediately shut down to prevent any accidents from occurring. The bank is then informed so they can take appropriate action by getting in touch with police enforcement.

3.    Edge Computing in Automobile Industry

Edge AI in the car has produced some encouraging outcomes. A self-driving automobile is a condensed example. Every choice is made in secret. From the speed of the vehicle to the likelihood of a collision, controlling the steering wheel, assessing engine health, and transmitting battery health.

• Driver Assistance: AI is able to identify hazardous conditions. To avoid a collision, it can warn the driver or take emergency control of the car. Driver assistance steering, cross-traffic detectors, emergency braking, and blind-spot monitoring can all help prevent collisions and save lives.

• Predictive Maintenance: Connected cars are capable of more than just warning you when your oil is low or your check engine light is on. The monitoring of hundreds of sensors by AI enables early problem detection. By watching hundreds of data points each second, AI can detect component failures before they happen.

Challenges Of Edge Computing

Edge computing is still a fairly new technology even though it has a number of advantages. The following are a few of edge computing's most important drawbacks:

·       Implementation Costs

Implementing an edge infrastructure can be costly and complex for a company. Before deployment, it needs a distinct scope and goal as well as extra tools and resources in order to work.

 

·       Incomplete Data

Only partial sets of information can be processed via edge computing, hence this limitation must be clearly defined throughout implementation. As a result, businesses risk losing important data and information.

·       Security

The distributed nature of edge computing makes it difficult to provide proper security. Processing data outside of the network edge carries several dangers. The number of new IoT devices on the market may potentially enhance the likelihood that an assault would succeed.

 Future Scope Of Edge Computing

Edge computing will undoubtedly have an open future. Edge will converge with the utilisation of data through machine learning and artificial intelligence to transform knowledge into actions that benefit businesses and their clients. Once that happens, it will be treated exactly like any other place where applications may be submitted consistently and without sacrificing quality.

Conclusion

The term "edge computing," which is currently popular in the technology industry, came to light with the emergence of the Internet of Things and the unexpected influx of data those devices produce. Instead of relying on a single system to handle constant traffic from several devices, it allows us to distribute tasks among different workstations.

 

 

 

 

 

 

 

 

 

 

 

Comments

Post a Comment

Popular posts from this blog

Unhackable Internet

  W hy it matters?   The internet is increasingly vulnerable to hacking; a quantum one would be unhackable. Quantum Computing    A quantum internet could be used to send unhackable messages, improve the accuracy of GPS, and enable cloud-based quantum computing. For more than twenty years, dreams of creating such a the quantum network have remained out of reach in large part because of the difficulty to send quantum signals across large distances without loss.   Now, Harvard and MIT researchers have found a way to correct for signal loss with a prototype quantum node that can catch, store and entangle bits of quantum information. The research is the missing link towards a practical quantum internet and a major step forward in the development of long-distance quantum networks.   The U.S Department of Energy (DoE) explains how a quantum link will make it happen through two quantum phenomenon: the first is quantum entanglement, where two-particle ...
2 comments
Read more

Impact of Social Media on Business

Watch out for that bird! Imagine you are skydiving, you are visiting one of the most beautiful countries in the world and you want to share that experience with your loved ones and friends. Why not send a postcard? Oh wait, you’re already back from the trip by the time that postcard has reached, or it got lost in the mail. If only there was an alternative. This isn’t 1990. You have a platter of platforms to share your adventure. Webster’s dictionary defines social media as-“ forms of electronic communication (such as websites for social networking and microblogging) through which users create online communities to share information, ideas, personal messages, and other content (such as videos).”In simple words, social media, are various public platforms where people can share their views, stories, etc. with the help of various mediums. Starting with websites such as MySpace, Orkut, and Facebook, etc. it is now estimated that there are about 200 social media websites in ...
1 comment
Read more

Pegasus Spyware: Flying Through The Air

 Hundreds of millions of people can't imagine life without their smartphones. Almost every aspect of their daily lives, from the most mundane to the most intimate, is within easy reach and hearing distance of their smartphones. Only few people realize that their phones may be used as surveillance devices, with someone hundreds of miles away secretly extracting their messages, photographs, and location while also activating their microphone and recording them in real time. Such capabilities are present in Pegasus, a spyware produced by NSO Group, an Israeli maker of mass surveillance weapons. What is Pegasus? Pegasus is a hacking software – or spyware – that is developed, marketed and licensed to governments around the world by the Israeli company NSO Group. It has the capability to infect billions of phones using either iOS or Android operating systems. The spyware is named after Pegasus, the white winged horse from Greek mythology. It is named so because it "flies through the...
Post a Comment
Read more