{"id":5128,"date":"2023-01-28T11:16:13","date_gmt":"2023-01-28T11:16:13","guid":{"rendered":"https:\/\/www.tutorsindia.com\/blog\/?p=5128"},"modified":"2024-11-25T06:13:44","modified_gmt":"2024-11-25T06:13:44","slug":"benefits-of-parallel-computing-in-real-time-applications","status":"publish","type":"post","link":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/","title":{"rendered":"BENEFITS OF PARALLEL COMPUTING IN REAL TIME APPLICATIONS"},"content":{"rendered":"

Introduction\u00a0\u00a0<\/strong><\/p>\n

Multiple computer processors are used in parallel computing to tackle various operations at once. Parallel architecture, as contrast to serial computing, can divide a task into its component components and multitask them. Modelling and simulating real-world phenomena is a good use for parallel computer systems.<\/span><\/p>\n

Digital processes<\/a> would’ve been tedious to say the least without parallel computing. Each task would need far more time if your iPhone or laptop could only perform one action at once. Consider the smartphones from 2010 to gain an understanding of the speed (or lack thereof) of serial computing. Serial processors were used in both the iPhone 4 and Motorola Droid. On your phone, opening an email could take up to 30 seconds, which feels like an eternity in the here and now. <\/span>
\n \"\"<\/span><\/p>\n

Advantages of parallel computing<\/span><\/strong><\/h2>\n

The benefits of parallel computing include faster “big data<\/a>” processing and more effective code execution, which can save time and money. By utilising greater resources, parallel programming<\/a> can also resolve more challenging issues. That is beneficial for applications ranging from enhancing solar power to altering the way the banking sector operates (Wang et al., 2019).<\/p>\n

Modelling the Real World with Parallel Computing<\/span><\/strong><\/p>\n

Our circumstances are not dramatic. Events don’t take place sequentially, waiting for one to end before the next one begins. We need parallel computers to perform data analysis<\/a> on data points related to the traffic, weather, finance, agriculture, industry, oceans, healthcare, and ice caps (Lepikhin et al., 2020).<\/p>\n

Saves Time<\/span><\/strong><\/p>\n

Fast processors must perform inefficiently due to serial computing. It’s like using a Ferrari to transport 20 oranges at a time from Maine to Boston. No of how quickly one automobile can go, doing so is less efficient than combining the deliveries into a single journey.<\/span><\/p>\n

Saves Money<\/span><\/strong><\/p>\n

Parallel computing reduces costs by speeding up processes. On a small scale, the benefits of resource use that is more efficient might not seem significant. However, when a system is scaled out to billions of operations\u2014like bank software, for example\u2014we observe enormous cost savings (Hockney & Jesshope, 2019).<\/p>\n

Solve more difficult or substantial challenges<\/span><\/strong><\/p>\n

Technology is developing. A single web app may perform millions of transactions per second using AI and big data<\/a>. Additionally, “grand problems” like protecting cyberspace or lowering the cost of solar energy will need for petaflops of computer power. Parallel computing will improve technological progress (Van de Ven & Tolias, 2019).<\/p>\n

Leverage Remote Resources<\/span><\/strong><\/p>\n

Every day, people produce 2.5 quintillion bytes of data. The number 25 has 29 zeros after it. Those numbers are impossible for us to compute. Alternatively, is it possible? Numerous computers with multiple cores each can process many times more real-time data simultaneously than a single serial computer can by using parallel processing.<\/span><\/p>\n

Examples of parallel computing<\/span><\/strong><\/h2>\n

The fact is that parallel computers have existed since the early 1960s, even though you may be reading this article on one. They are as compact as the low-cost Raspberry Pi and as durable as the Summit supercomputer, which is the most potent machine in the world. Several illustrations of how parallel processing powers our environment is provided below.<\/span><\/p>\n

Smartphones<\/span><\/strong><\/p>\n

The dual-core processor in the iPhone 5 runs at 1.5 GHz. the six cores in the iPhone 11 Eight cores make up the Samsung Galaxy Note 10. All these smartphones are instances of parallel processing.<\/span><\/p>\n

Laptops and Desktops<\/span><\/strong><\/p>\n

Parallel computing is exemplified by the Intel\u00ae processors that run the majority of contemporary computers. The HP Spectre Folio and HP EliteBook x360’s Intel CoreTM i5 and Core i7 CPUs each have four processing cores. The HP Z8, the most efficient computer in the market, has 56 cores of processing capability, enabling it to do intricate 3D simulations or execute real-time video editing in 8K footage (Meniailov et al., 2020).<\/p>\n

Bitcoin<\/span><\/strong><\/p>\n

The blockchain technology used by Bitcoin makes use of several computers to validate transactions. In the future years, blockchain<\/a> will be used for practically all financial transactions. Without parallel processing, Bitcoin and the blockchain cannot function. The “chain” component of blockchain would disappear in a future of serial computing.<\/span><\/p>\n

The Internet of Things (IOT)<\/span><\/strong><\/h2>\n

The floodgates are open for our everyday data flow with 20 billion gadgets and more than 50 billion sensors. Traditional computing is unable to keep up with the flood of real-time telemetry data coming from the IoT<\/a>, which includes data from soil sensors, smart automobiles, drones, and pressure sensors.<\/span><\/p>\n

Parallel Computing Toolbox<\/span><\/strong><\/h2>\n

Programmers can maximise the performance of multi-core devices with the help of MathWorks’ Parallel Computing Toolbox. Users of the Matlab Toolbox can handle big data jobs that are too complex for a single processor to accomplish.<\/span><\/p>\n

Also, when considering parallel computing, image processing<\/a> is developing more in the coming years. Image processing is the process of enhancing an image and obtaining important information from it. In many different applications, image processing is becoming more significant (Mochurad & Shchur, 2021).
\n\"\"<\/p>\n

What\u2019s next for parallel computing?<\/span><\/strong><\/h2>\n

Even if it’s incredible, parallel computing may have reached the limit of what conventional processors can handle. Quantum computers have the potential to greatly improve parallel computations within the next ten years. <\/span><\/p>\n

Parallel computing advances significantly with quantum computing. Consider serial computing as doing one thing at a time. An 8-core parallel computer can perform 8 tasks concurrently. More operations could be performed simultaneously by a 300-qubit quantum computer than there are atoms in the universe. <\/span><\/p>\n

For any assistance related to your Master dissertation writing<\/a>, kindly contact Tutors India<\/a> for the best service. We offer our full support for your master\u2019s project and an effective completion of your research.<\/span><\/p>\n

References<\/span><\/strong><\/p>\n

Hockney, R. W., & Jesshope, C. R. (2019). Parallel Computers 2<\/em>. CRC Press.\u00a0<\/a><\/p>\n

Lepikhin, D., Lee, H., Xu, Y., Chen, D., Firat, O., Huang, Y., Krikun, M., Shazeer, N., & Chen, Z. (2020). Gshard: Scaling giant models with conditional computation and automatic sharding. ArXiv Preprint ArXiv:2006.16668<\/em>.\u00a0<\/a><\/p>\n

Meniailov, I., Krivtsov, S., Ugryumov, M., Bazilevich, K., & Trofymova, I. (2020). Application of parallel computing in robust optimization design. In Integrated Computer Technologies in Mechanical Engineering<\/em> (pp. 514\u2013522). Springer.\u00a0<\/a><\/p>\n

Mochurad, L., & Shchur, G. (2021). Parallelization of Cryptographic Algorithm Based on Different Parallel Computing Technologies. IT&AS<\/em>, 20\u201329.\u00a0<\/a><\/p>\n

Van de Ven, G. M., & Tolias, A. S. (2019). Three scenarios for continual learning. ArXiv Preprint ArXiv:1904.07734<\/em>.\u00a0<\/a><\/p>\n

Wang, X., Feng, L., & Zhao, H. (2019). Fast image encryption algorithm based on parallel computing system. Information Sciences<\/em>, 486<\/em>, 340\u2013358.\u00a0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Introduction\u00a0\u00a0 Multiple computer processors are used in parallel computing to tackle various operations at once. Parallel architecture, as contrast to serial computing, can divide a task into its component components and multitask them. Modelling and simulating real-world phenomena is a good use for parallel computer systems. Digital processes would’ve been tedious to say the least
+ Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":5133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[205],"tags":[],"class_list":["post-5128","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-computer-science"],"yoast_head":"\nParallel Computing in Real-Time Applications Explained<\/title>\n<meta name=\"description\" content=\"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Parallel Computing in Real-Time Applications Explained\" \/>\n<meta property=\"og:description\" content=\"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\" \/>\n<meta property=\"og:site_name\" content=\"Latest University Research Updates\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-28T11:16:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-25T06:13:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tutors India\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tutors India\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\"},\"author\":{\"name\":\"Tutors India\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b\"},\"headline\":\"BENEFITS OF PARALLEL COMPUTING IN REAL TIME APPLICATIONS\",\"datePublished\":\"2023-01-28T11:16:13+00:00\",\"dateModified\":\"2024-11-25T06:13:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\"},\"wordCount\":1047,\"image\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg\",\"articleSection\":[\"Computer Science\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\",\"url\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\",\"name\":\"Parallel Computing in Real-Time Applications Explained\",\"isPartOf\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg\",\"datePublished\":\"2023-01-28T11:16:13+00:00\",\"dateModified\":\"2024-11-25T06:13:44+00:00\",\"author\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b\"},\"description\":\"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage\",\"url\":\"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg\",\"contentUrl\":\"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg\",\"width\":200,\"height\":200},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.tutorsindia.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"BENEFITS OF PARALLEL COMPUTING IN REAL TIME APPLICATIONS\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/#website\",\"url\":\"https:\/\/www.tutorsindia.com\/blog\/\",\"name\":\"Latest University Research Updates\",\"description\":\"Explore our academic blogs for guidance on recent trends on research. Enhance your academic skills and find valuable tips for successful dissertation writing.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.tutorsindia.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b\",\"name\":\"Tutors India\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g\",\"caption\":\"Tutors India\"},\"sameAs\":[\"https:\/\/www.tutorsindia.com\/\"],\"url\":\"https:\/\/www.tutorsindia.com\/blog\/author\/guires\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Parallel Computing in Real-Time Applications Explained","description":"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/","og_locale":"en_US","og_type":"article","og_title":"Parallel Computing in Real-Time Applications Explained","og_description":"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.","og_url":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/","og_site_name":"Latest University Research Updates","article_published_time":"2023-01-28T11:16:13+00:00","article_modified_time":"2024-11-25T06:13:44+00:00","og_image":[{"width":200,"height":200,"url":"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg","type":"image\/jpeg"}],"author":"Tutors India","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Tutors India","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#article","isPartOf":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/"},"author":{"name":"Tutors India","@id":"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b"},"headline":"BENEFITS OF PARALLEL COMPUTING IN REAL TIME APPLICATIONS","datePublished":"2023-01-28T11:16:13+00:00","dateModified":"2024-11-25T06:13:44+00:00","mainEntityOfPage":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/"},"wordCount":1047,"image":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg","articleSection":["Computer Science"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/","url":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/","name":"Parallel Computing in Real-Time Applications Explained","isPartOf":{"@id":"https:\/\/www.tutorsindia.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage"},"image":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg","datePublished":"2023-01-28T11:16:13+00:00","dateModified":"2024-11-25T06:13:44+00:00","author":{"@id":"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b"},"description":"Writing a master thesis is a time-consuming activity that necessitates extensive study on the topic. And you might believe that someone was there to support you and direct you as you write your academic based on parallel computing. In this situation, you can seek help from Tutors India writing services anytime.","breadcrumb":{"@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#primaryimage","url":"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg","contentUrl":"https:\/\/www.tutorsindia.com\/blog\/wp-content\/uploads\/2023\/01\/Thumbnail-1.jpg","width":200,"height":200},{"@type":"BreadcrumbList","@id":"https:\/\/www.tutorsindia.com\/blog\/benefits-of-parallel-computing-in-real-time-applications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.tutorsindia.com\/blog\/"},{"@type":"ListItem","position":2,"name":"BENEFITS OF PARALLEL COMPUTING IN REAL TIME APPLICATIONS"}]},{"@type":"WebSite","@id":"https:\/\/www.tutorsindia.com\/blog\/#website","url":"https:\/\/www.tutorsindia.com\/blog\/","name":"Latest University Research Updates","description":"Explore our academic blogs for guidance on recent trends on research. Enhance your academic skills and find valuable tips for successful dissertation writing.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.tutorsindia.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.tutorsindia.com\/blog\/#\/schema\/person\/f9f7736de2e37000483d39d35371ab8b","name":"Tutors India","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/275704640b80371a3c7e50ba60981cb92fc9ca374d4e80bed930718d914dcd5a?s=96&d=mm&r=g","caption":"Tutors India"},"sameAs":["https:\/\/www.tutorsindia.com\/"],"url":"https:\/\/www.tutorsindia.com\/blog\/author\/guires\/"}]}},"_links":{"self":[{"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/posts\/5128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/comments?post=5128"}],"version-history":[{"count":0,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/posts\/5128\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/media\/5133"}],"wp:attachment":[{"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/media?parent=5128"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/categories?post=5128"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tutorsindia.com\/blog\/wp-json\/wp\/v2\/tags?post=5128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}