Skip to content
  • Home
  • Business
  • Digital Marketing
  • Education
  • Finance
  • Health
  • News
  • Technology
  • Travel
  • Login
getposttop

Get Post on Top

Guest Post Site

  • Home
  • Business
  • Digital Marketing
    • Content Marketing
    • SEO
    • SMO
  • Education
  • Finance
  • Health
  • News
  • Technology
  • Travel
  • Login
  • Toggle search form
  • itunes error 3600
    How to fix iTunes error 3600? Technology
  • mac running slow
    17 Reasons Why Your Mac Running Slow! Technology
  • microsoft word not responding mac
    4 Ways to fix Microsoft Word not Responding on Windows & Mac Technology
  • difference between whatsapp and whatsapp business
    Differences between WhatsApp and WhatsApp Business, which one to choose? News
  • avira prime review
    Avira Prime Review, Not Just Antivirus Technology
  • botox injections san diego county
    Botox Treatment in San Diego County:- Health
  • Windows 10 Desktop Icon Missing
    How to Fix Windows 10 Desktop Icon Missing? Technology
  • telegram
    Telegram: How Does it Works? Cloud, Encryption and Privacy Business
Get Post Top

Data discovery and augmentation: An insight into the art of data acquisition and the process of model fabrication

Posted on September 11, 2021 By oliviabrown No Comments on Data discovery and augmentation: An insight into the art of data acquisition and the process of model fabrication
Views: 374
0 0
Read Time:2 Minute, 32 Second

Introduction

Artificial intelligence has grown at a tremendous pace in recent times. This has widened the processing capabilities and also the processing power of intelligent systems. Accordingly, the transmission costs have also increased. Different types of computationally expensive models have been conceived. These models indicate that the carbon footprint associated with our computational processes has also increased. This trend of increased computational and processing costs is especially true for natural language processing models that form the research basis of various artificial intelligence engineering courses. It has been observed that such models might be a natural projection of the technological advancement that we have been rightly tracing. However, the environmentalists argue that the high carbon costs that are incurred by the development of such models impede the type of research that we need under the present circumstances.

Red AI

One of the notable concerns that researchers have raised is the exponential increase of about 50000 times in the processing costs of computational elements. This has proved to be a major hurdle in the AI industry for various researchers, academicians as well as other organizations. Despite the large number of contributions to the data processing industry, one of the major concerns that has been raised is related to computational engineering. In more specific terms, the concern is related to computational efficiency. The natural question that arises here is whether the continuance with high processing systems benefits the research industry at the cost of the environment.

It is pertinent to take a note of various types of AI models that are associated with high computational costs. AlexNet, AlphaZero, and AlphaGo Zero are some of the most popular models that utilize deep learning techniques for data training purposes. However, the costs associated with these advanced models far exceed the costs used for nominal training of models using supervised machine learning techniques.

Green AI

In the last few years, scientists that have been researching AI have tried to develop a trade off between accuracy and efficiency. When it comes to a genre of AI which is both cost efficient and accurate, Green AI is the answer. As such, it is important to quantify a definition for Green AI that addresses the concerns regarding carbon footprint. The carbon footprint can be addressed if conditions around three main parameters are formulated.  The first parameters include the cost of processing various types of data sets. The second parameter includes the number of hyperparameters used and the third parameter is concerned about the accuracy of results. When it comes to expensive processing power, this concern can primarily be addressed by reducing the architectural complexity of the model.

The road ahead: Green AI versus Red AI

It is clear that Red AI is not the answer to the future of computational processes. This is because Red AI consumes more energy, increases the computational costs, and leads to decrease in efficiency. On the other hand, Green AI is perfectly suited for a sustainable, safe, and secure future as it demonstrates the hidden efficiency of our computational methodologies.

Share

Facebook
Twitter
Pinterest
LinkedIn
Get Post Top

About Post Author

oliviabrown

oliviabrown029@gmail.com
Happy
Happy
0 0 %
Sad
Sad
0 0 %
Excited
Excited
0 0 %
Sleepy
Sleepy
0 0 %
Angry
Angry
0 0 %
Surprise
Surprise
0 0 %
Business Tags:AI Course, artificial intelligence engineering courses

Post navigation

Previous Post: Google Reviews Widget – A Boon To Your Business
Next Post: Power outages their causes and solutions

Related Posts

  • Evaluating the Effectiveness of Instagram Growth Services for Genuine Followers
    Evaluating the Effectiveness of Instagram Growth Services for Genuine Followers Business
  • terrarium workshop Singapore
    Enter a new realm with an exciting Terrarium Workshop Business
  • What Background Checks Are Done for Teachers
    What Background Checks Are Done for Teachers? Business
  • Top Reasons To Hire Your Event Entertainment
    The Top Reasons To Hire Your Event Entertainment Needs In Australia. Business
  • Get Post Top
    Must have Custom Boxes Packaging for Brands Business
  • Get Post Top
    How Does Pick Up and Delivery Laundry Work? Business
  • Jose Marin Biography
    Who Is Jose Marin And His Wife, Story of His Life? Digital Marketing
  • Real Estate Law In UK- Everything You Need To Know About It
    Real Estate Law In UK- Everything You Need To Know About It Business
  • Different Types of Photo Frame
    Different Types of Photo Frame in The Market Business
  • Showing your grandmother some love with a gift of flowers
    Showing your grandmother some love with a gift of flowers Business

Average Rating

5 Star
0%
4 Star
0%
3 Star
0%
2 Star
0%
1 Star
0%
(Add your review)

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

  • Safeguarding Communities: The Vital Work of Liability Law Specialists
  • Hanna-Barbera Business School: An Approach to Success
  • Latest Lehenga Trends for 2023 For a Girl, Bride, & For Party
  • What are Factorising Worksheets?
  • How to Effectively Manage Employee Turnover Rates in Your Organization?

For Guest Post or Any Query Please Contact us On Getposttop@gmail.com.

Categories

  • Activation (14)
  • Beauty (3)
  • Bio (29)
  • Business (481)
    • Auto Mobiles (9)
  • Digital Marketing (114)
    • Content Marketing (13)
    • SEO (42)
    • SMO (11)
  • Education (42)
  • Entertainment (49)
  • Finance (91)
  • Health (256)
    • Fitness (4)
  • Home Improvement (45)
  • Legal (8)
  • Lifestyle (57)
  • Login (3)
  • News (197)
  • Pet (25)
    • Crypto (18)
  • Technology (268)
  • Travel (73)

Recent Posts

  • Safeguarding Communities: The Vital Work of Liability Law Specialists
  • Hanna-Barbera Business School: An Approach to Success
  • Latest Lehenga Trends for 2023 For a Girl, Bride, & For Party
  • What are Factorising Worksheets?
  • How to Effectively Manage Employee Turnover Rates in Your Organization?
  • Get Post Top
    Lawyer SEO Services Proven SEO Strategies & PPC for Lawyers Digital Marketing
  • Slope Unblocked Games
    Slope Unblocked Games: The Thrilling Arcade Game You Can Play Anytime, Anywhere Entertainment
  • Get Post Top
    Is Bariatric(weight loss) Surgery safe for Diabetes? Health
  • Clix Personal loan
    5 Reasons Why Personal Loans are Ideal for Self-Employed Finance
  • Get Post Top
    Tips to Get the Best Bike Loan Interest Rates Finance
  • custom retail boxes
    Impact of Custom Retail Boxes Buying Tendency of Customers? Business
  • When we talk about the Renovation of an Inground Pool, there are usually 3 types of Pool Landscaping Work in Dubai
    RENOVATION OF A PANORAMIC UNDERGROUND POOL Business
  • manali famous food
    Where to go to eat Manali Famous Food this 2021 Travel
September 2023
M T W T F S S
 123
45678910
11121314151617
18192021222324
252627282930  
« Aug    

App Development App Development Company business CAT online Coaching cheap flight tickets curcumin curcumin 95 Custom Boxes custom boxes with logo custom kraft boxes custom packaging Digital Marketing display boxes Display Packaging education fashion Fitness Fixed Deposit flaxseed oil Health immunity booster kraft packaging law lawyers Mobile App Development Company mobile application development modalert modvigil omega 3 omega 3 fish oil Omega 6 personal loan Real Estate sell your house fast indianapolis SEO SEO Services Top Destinations Flight Offers Travel trek website we buy homes indianapolis we buy houses fast indianapolis we buy houses for cash indianapolis we buy houses indianapolis we buy houses indianapolis in

  • Activation
  • Auto Mobiles
  • Beauty
  • Bio
  • Business
  • Content Marketing
  • Crypto
  • Digital Marketing
  • Education
  • Entertainment
  • Finance
  • Fitness
  • Health
  • Home Improvement
  • Legal
  • Lifestyle
  • Login
  • News
  • Pet
  • SEO
  • SMO
  • Technology
  • Travel
  • Home
  • Business
  • Digital Marketing
    • Content Marketing
    • SEO
    • SMO
  • Education
  • Finance
  • Health
  • News
  • Technology
  • Travel
  • Login

Copyright © 2023 Get Post on Top.

Powered by PressBook News WordPress theme