AI in the Social and Business World: A Comprehensive Approach

Cloud Integration in Artificial Intelligence (AI)

Author(s): Pranali Bhope*, Krupali Dhawale, Sejal Kumbhare and Kunika Dhapodkar

Pp: 235-264 (30)

DOI: 10.2174/9789815256864124010013

* (Excluding Mailing and Handling)

Abstract

We have entered the new era of the cloud age. Cloud integration has been adopted by companies and is still growing in a rapid way. On the other hand, advances in artificial intelligence have opened up new possibilities that can be used to improve existing cloud technologies. This book chapter explores the integration of cloud computing and artificial intelligence and focuses on the advantages and challenges associated with this integration. It explores the economic benefits of cloud-based AI systems, the cost-effectiveness of cloud integration in AI, potential security and privacy issues associated with storing and processing sensitive AI data in the cloud, and how the use of cloud-based AI platforms helps in resource optimization, knowledge sharing among AI learners and integration of cloud services and AI development projects. The study concludes with a comprehensive assessment of the current state of cloud integration in AI and recommendations for organizations looking to adopt cloud-based AI solutions.

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      • 15. middleware::check_user_access:114
      • 16. vendor/laravel/framework/src/Illuminate/Pipeline/Pipeline.php:183
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Middleware/SubstituteBindings.php:50
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      • 16. app/Models/Subject.php:238
      • 17. app/Http/Controllers/ChapterController.php:1434
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      • 14. app/Models/Subject.php:238
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      • 16. app/Models/Subject.php:255
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      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
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      • 11. app/Models/ContentAccess.php:647
      • 12. app/Http/Controllers/ChapterController.php:1465
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      • 14. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
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      • 11. app/Models/ContentAccess.php:647
      • 12. app/Http/Controllers/ChapterController.php:1478
      • 13. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 14. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
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      590μsalphaeurekaselec_live_10_06_2022UserAccess.php#1266
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      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1518
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
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      540μsalphaeurekaselec_live_10_06_2022UserAccess.php#1266
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      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1549
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • select b.banner_link, b.banner_name, b.banner_script, b.banner_remarks, b.banner_file_name, b.banner_placement, bd.content_type, bd.content_id from `tbl_banner` as `b` inner join `tbl_banner_detail` as `bd` on `bd`.`banner_id` = `b`.`banner_id` inner join `users` as `u` on `u`.`id` = `b`.`updated_by` where `b`.`banner_ebook` = 1 and `bd`.`content_type` = 'B' and `bd`.`content_id` = 3782 and `b`.`banner_from_date` <= 1740471873 and `b`.`banner_to_date` >= 1740471873 and `b`.`banner_status` = 'A' order by `b`.`banner_id` desc
      1.09msalphaeurekaselec_live_10_06_2022Banner.php#95
      Bindings
      • 0: 1
      • 1: B
      • 2: 3782
      • 3: 1740471873
      • 4: 1740471873
      • 5: A
      Backtrace
      • 13. app/Models/Banner.php:95
      • 14. app/Http/helpers.php:404
      • 17. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 18. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    • select count(*) as aggregate from `uc_cart_products` where cart_id='0a079d21785a83d8bd28797ae3adeb1b'
      270μsalphaeurekaselec_live_10_06_2022Cart.php#271
      Backtrace
      • 15. app/Models/Cart.php:271
      • 16. view::layouts._header:260
      • 18. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 20. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    App\Models\Chapter
    1Chapter.php#?
    App\Models\Ebook
    1Ebook.php#?
        _token
        xXVshWn9hnTI3AmYb7vqiCs8h0LxZRZXaP3ACW6s
        uc_cart_id
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        _previous
        array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/23451" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /chapter/23451
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:17 [ "x-https" => array:1 [ 0 => "1" ] "host" => array:1 [ 0 => "alpha.eurekaselect.com" ] "priority" => array:1 [ 0 => "u=0, i" ] "cookie" => array:1 [ 0 => "wayfindertarget=eyJpdiI6IlpHMzdxVVY5d08weGNJcmVqZVpmckE9PSIsInZhbHVlIjoiYUR4UXpIN0NFZGo5dC9uV3ZIR0FuWlZ2VlZCNHFCYnQvbm01YVB4Z01UTT0iLCJtYWMiOiI4YjdhZWMxMDUzMDUzY2E3ZTc3OWM4Y2ZhODQ2MmVmYzgzOWI3ZDBhYWRjYzhmNjI0Nzc4NDg4YzQyNjUyMTdhIiwidGFnIjoiIn0%3Dwayfindertarget=eyJpdiI6IlpHMzdxVVY5d08weGNJcmVqZVpmckE9PSIsInZhbHVlIjoiYUR4UXpIN0NFZGo5dC9uV3ZIR0FuWlZ2VlZCNHFCYnQvbm01YVB4Z01UTT0iLCJtYWMiOiI4YjdhZWMxMDUzMDUz" ] "accept-encoding" => array:1 [ 0 => "gzip, deflate, br, zstd" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] ]
        request_cookies
        0 of 0
        array:1 [ "wayfindertarget" => null ]
        response_headers
        0 of 0
        array:5 [ "content-type" => array:1 [ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [ 0 => "no-cache, private" ] "date" => array:1 [ 0 => "Tue, 25 Feb 2025 08:24:33 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IlBtZnBUUDFmSHd2K0NFc0FweEwrdGc9PSIsInZhbHVlIjoiYVg2ZzdvTUsraHBWRWduTlhFVTVid2ZycnlrS2YxVSswUk1YSTlhM3lKeU54cXhxQUJNclJ1bldZTkEzc0h6dUNPNGJScGxhN0s4VC9oM3BwVGJXb0lLWEZ0N0dhLy9rdU9ucHJ3UXNxdzAxY1Z0d3NCZDJ6VFVlZVZhMjNSZ20iLCJtYWMiOiIzNGY0YTU5NmY3OWQxNmI4NDI4OTQ3NTVjZTA4ZDQ5OWFhOGJmNzNmNDVjNjdmNjM5MGNmOTM4MDM0OTEwZDQyIiwidGFnIjoiIn0%3D; expires=Thu, 27 Feb 2025 20:24:33 GMT; Max-Age=216000; path=/; secure; samesite=laxXSRF-TOKEN=eyJpdiI6IlBtZnBUUDFmSHd2K0NFc0FweEwrdGc9PSIsInZhbHVlIjoiYVg2ZzdvTUsraHBWRWduTlhFVTVid2ZycnlrS2YxVSswUk1YSTlhM3lKeU54cXhxQUJNclJ1bldZTkEzc0h6dUNPNGJSc" 1 => "alphaeurekaselectnet_session=eyJpdiI6IjlFNU5SN1YrNGhYWC9YMjBnWk1SVHc9PSIsInZhbHVlIjoiNHlFc0RaUVh2bkx0aThiNlVDVEYrVzBhVmRKeGFxUGVEUW9Va3hYUFZ6bjg0cU1qR0xOQzZuRGNzdzZEQlF1WnM4aVBBQUN2Uk1YZkRwckk5V0lHYjAyZVMrVTMxVzVjYjQ3dU5BQzFJdmNMZ0ZHT3VucTkwMXJLeGNGVVBsOUQiLCJtYWMiOiI4MjkwMjJhNzkyM2EyMGEzZGE4NWZhMTQyZjQyZTY4ZGU3MmEzMWZiODdhNjZkYWRmMzMwNzQ4NWRjNDFmMWY3IiwidGFnIjoiIn0%3D; path=/; secure; httponly; samesite=laxalphaeurekaselectnet_session=eyJpdiI6IjlFNU5SN1YrNGhYWC9YMjBnWk1SVHc9PSIsInZhbHVlIjoiNHlFc0RaUVh2bkx0aThiNlVDVEYrVzBhVmRKeGFxUGVEUW9Va3hYUFZ6bjg0cU1qR0xOQzZuRGN" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IlBtZnBUUDFmSHd2K0NFc0FweEwrdGc9PSIsInZhbHVlIjoiYVg2ZzdvTUsraHBWRWduTlhFVTVid2ZycnlrS2YxVSswUk1YSTlhM3lKeU54cXhxQUJNclJ1bldZTkEzc0h6dUNPNGJScGxhN0s4VC9oM3BwVGJXb0lLWEZ0N0dhLy9rdU9ucHJ3UXNxdzAxY1Z0d3NCZDJ6VFVlZVZhMjNSZ20iLCJtYWMiOiIzNGY0YTU5NmY3OWQxNmI4NDI4OTQ3NTVjZTA4ZDQ5OWFhOGJmNzNmNDVjNjdmNjM5MGNmOTM4MDM0OTEwZDQyIiwidGFnIjoiIn0%3D; expires=Thu, 27-Feb-2025 20:24:33 GMT; path=/; secureXSRF-TOKEN=eyJpdiI6IlBtZnBUUDFmSHd2K0NFc0FweEwrdGc9PSIsInZhbHVlIjoiYVg2ZzdvTUsraHBWRWduTlhFVTVid2ZycnlrS2YxVSswUk1YSTlhM3lKeU54cXhxQUJNclJ1bldZTkEzc0h6dUNPNGJSc" 1 => "alphaeurekaselectnet_session=eyJpdiI6IjlFNU5SN1YrNGhYWC9YMjBnWk1SVHc9PSIsInZhbHVlIjoiNHlFc0RaUVh2bkx0aThiNlVDVEYrVzBhVmRKeGFxUGVEUW9Va3hYUFZ6bjg0cU1qR0xOQzZuRGNzdzZEQlF1WnM4aVBBQUN2Uk1YZkRwckk5V0lHYjAyZVMrVTMxVzVjYjQ3dU5BQzFJdmNMZ0ZHT3VucTkwMXJLeGNGVVBsOUQiLCJtYWMiOiI4MjkwMjJhNzkyM2EyMGEzZGE4NWZhMTQyZjQyZTY4ZGU3MmEzMWZiODdhNjZkYWRmMzMwNzQ4NWRjNDFmMWY3IiwidGFnIjoiIn0%3D; path=/; secure; httponlyalphaeurekaselectnet_session=eyJpdiI6IjlFNU5SN1YrNGhYWC9YMjBnWk1SVHc9PSIsInZhbHVlIjoiNHlFc0RaUVh2bkx0aThiNlVDVEYrVzBhVmRKeGFxUGVEUW9Va3hYUFZ6bjg0cU1qR0xOQzZuRGN" ] ]
        session_attributes
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        array:5 [ "_token" => "xXVshWn9hnTI3AmYb7vqiCs8h0LxZRZXaP3ACW6s" "uc_cart_id" => "0a079d21785a83d8bd28797ae3adeb1b" "_previous" => array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/23451" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]
        ClearShow all
        Date ↕MethodURLData
        #12025-02-25 08:24:33GET/chapter/23451112182