--- title: Understanding Distributed Computing | daily.dev description: The post explores the concept of distributed computing using the analogy of baking cakes. It discusses the advantages and disadvantages of different approaches... canonical: https://daily.dev/posts/understanding-distributed-computing-4psu38fuw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Understanding Distributed Computing | daily.dev og:description: The post explores the concept of distributed computing using the analogy of baking cakes. It discusses the advantages and disadvantages of different approaches... og:url: https://daily.dev/posts/understanding-distributed-computing-4psu38fuw og:image: https://api.daily.dev/og/posts/4PSu38Fuw.png og:image:alt: Understanding Distributed Computing og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Understanding Distributed Computing **[Towards AI](https://daily.dev/sources/tai)** · 5 min read · 0 upvotes · 0 comments ## Summary The post explores the concept of distributed computing using the analogy of baking cakes. It discusses the advantages and disadvantages of different approaches to expanding a bakery, introduces the history of distributed computing with Hadoop and Spark, and highlights the evolution of tools for working with distributed data. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#apache-hadoop](https://daily.dev/tags/apache-hadoop), [#data-science](https://daily.dev/tags/data-science), [#distributed-systems](https://daily.dev/tags/distributed-systems), [#pyspark](https://daily.dev/tags/pyspark), [#spark](https://daily.dev/tags/spark) [View this post on daily.dev](https://daily.dev/posts/understanding-distributed-computing-4psu38fuw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Understanding Distributed Computing","url":"https://daily.dev/posts/understanding-distributed-computing-4psu38fuw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/understanding-distributed-computing-4psu38fuw"},"datePublished":"2024-04-07T12:17:37.259Z","dateModified":"2024-11-16T02:21:49.588Z","description":"The post explores the concept of distributed computing using the analogy of baking cakes. It discusses the advantages and disadvantages of different approaches...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c7d1798fb6abf3856f16b1d02f23c949?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c7d1798fb6abf3856f16b1d02f23c949?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards AI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8b7e3e63e47b4d34b4c1e634b902c12f","url":"https://daily.dev/sources/tai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/understanding-distributed-computing-4psu38fuw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"apache-hadoop,data-science,distributed-systems,pyspark,spark","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards AI","item":"https://daily.dev/sources/tai"},{"@type":"ListItem","position":3,"name":"Understanding Distributed Computing"}]} ```