{"id":2185,"date":"2024-03-12T09:23:35","date_gmt":"2024-03-12T09:23:35","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/"},"modified":"2024-04-11T15:25:10","modified_gmt":"2024-04-11T15:25:10","slug":"what-are-the-differences-between-storm-and-hadoop","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/","title":{"rendered":"What are the differences between Storm and Hadoop?"},"content":{"rendered":"

Storm and Hadoop are two open source frameworks used for handling big data, but they have some significant differences.<\/p>\n

    \n
  1. Data processing model:<\/li>\n
  2. Storm is a real-time stream processing framework designed to handle live data streams. It is capable of processing endless data streams and can immediately process incoming data.<\/li>\n
  3. Hadoop is a batch processing framework that is designed to handle large-scale datasets by splitting the data into smaller chunks for processing and then merging the results together.<\/li>\n
  4. Speed of data processing:<\/li>\n
  5. Storm processes data faster than Hadoop because it is a real-time processing framework that can handle data streams immediately.<\/li>\n
  6. Hadoop’s processing speed is relatively slow because it is a batch processing framework that requires waiting for all data to be processed before outputting results.<\/li>\n
  7. Data processing method:<\/li>\n
  8. Storm processes data in an event-driven manner, handling it immediately once it arrives.<\/li>\n
  9. Hadoop processes data using the MapReduce method, where data is divided into smaller blocks, processed separately, and then merged.<\/li>\n
  10. Applicable scenarios:<\/li>\n
  11. Storm is suitable for scenarios that require real-time data processing, such as real-time monitoring and real-time analysis.<\/li>\n
  12. Hadoop is ideal for scenarios that involve processing large-scale data sets, such as data mining and data analysis.<\/li>\n<\/ol>\n

    Overall, Storm is suitable for processing real-time data streams, while Hadoop is suitable for processing large-scale datasets. When choosing which framework to use, it is important to consider the specific business requirements and data processing methods.\\<\/p>\n

     <\/p>\n

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    Storm and Hadoop are two open source frameworks used for handling big data, but they have some significant differences. Data processing model: Storm is a real-time stream processing framework designed to handle live data streams. It is capable of processing endless data streams and can immediately process incoming data. Hadoop is a batch processing framework […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-2185","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nWhat are the differences between Storm and Hadoop? - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Storm and Hadoop are two open source frameworks used for handling big data, but they have some significant differences\" \/>\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.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What are the differences between Storm and Hadoop?\" \/>\n<meta property=\"og:description\" content=\"Storm and Hadoop are two open source frameworks used for handling big data, but they have some significant differences\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-12T09:23:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-11T15:25:10+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Taylor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Taylor\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\"},\"author\":{\"name\":\"Benjamin Taylor\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9\"},\"headline\":\"What are the differences between Storm and Hadoop?\",\"datePublished\":\"2024-03-12T09:23:35+00:00\",\"dateModified\":\"2024-04-11T15:25:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\"},\"wordCount\":317,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/what-are-the-differences-between-storm-and-hadoop\/\",\"name\":\"What are the differences between Storm and Hadoop? 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