{"id":5344,"date":"2014-10-27T18:56:59","date_gmt":"2014-10-27T08:56:59","guid":{"rendered":"http:\/\/nsrd.info\/blog\/?p=5344"},"modified":"2018-12-11T13:39:20","modified_gmt":"2018-12-11T03:39:20","slug":"parallel-save-streams-for-hdfs-performance-gains","status":"publish","type":"post","link":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/","title":{"rendered":"Parallel Save Streams for HDFS Performance Gains"},"content":{"rendered":"<p>One of the great features in&nbsp;NetWorker 8.1 was Parallel Save Streams (PSS). This allows&nbsp;for&nbsp;a single&nbsp;High Density File System (HDFS) to be split into multiple concurrent savesets to speed up the backup walk process and therefore the overall backup.<\/p>\n<p>In NetWorker 8.2 this was expanded to also support Windows filesystems.<\/p>\n<p>Traditionally, of course, a single&nbsp;filesystem or single saveset, if left to NetWorker, will be backed up as a single save operation:<\/p>\n<p><a href=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Traditional-Saveset.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5345\" src=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Traditional-Saveset.png\" alt=\"Traditional Saveset Breakdown\" width=\"673\" height=\"246\" srcset=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Traditional-Saveset.png 673w, https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Traditional-Saveset-300x109.png 300w\" sizes=\"auto, (max-width: 673px) 100vw, 673px\" \/><\/a><\/p>\n<p>With PSS enabled,&nbsp;what would otherwise be a single saveset is split automatically by&nbsp;NetWorker and ends up looking like:<\/p>\n<p><a href=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Parallel-Save-Stream.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5346\" src=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Parallel-Save-Stream.png\" alt=\"Parallel Save Streams\" width=\"673\" height=\"276\" srcset=\"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Parallel-Save-Stream.png 673w, https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Parallel-Save-Stream-300x123.png 300w\" sizes=\"auto, (max-width: 673px) 100vw, 673px\" \/><\/a><\/p>\n<p>I&#8217;ve&nbsp;previously mentioned parallel save streams, but it occurred to me that periodic test&nbsp;backups I do in my&nbsp;home lab server against a Synology filesystem might be the perfect&nbsp;way of seeing the difference PSS can make.<\/p>\n<p>Now, we all know how fun Synology storage is, and I have a 1513+ with 5 x Hitachi 3TB&nbsp;HDS723030ALA640 drives in a RAID-5 configuration, which is my home NAS server*. It&#8217;s connected to my backbone&nbsp;gigabit network via a TP-Link&nbsp;SG2216 16 port managed switch, as is my main lab&nbsp;server, a HP Microserver N40L with Dual AMD 1.5 Turion processors and 4GB of RAM. Hardly a power-house server, and certainly not even a recommended&nbsp;NetWorker server&nbsp;configuration.<\/p>\n<p>Synology of course, curse them, don&#8217;t support NDMP, so&nbsp;the&nbsp;Synology filesystem is mounted on the backup server via read-only NFS and backed up via the mount point.<\/p>\n<p>In a previous backup attempt using&nbsp;a standard single save&nbsp;stream, the backup device was an AFTD&nbsp;consisting of RAID-0 SATA drives plugged into the server directly. Here was the backup results:<\/p>\n<pre>&nbsp;orilla.turbamentis.int: \/synology\/homeshare level=full, 310 GB 48:47:48 &nbsp;44179 files<\/pre>\n<p>48 hours, 47 minutes. With&nbsp;saveset&nbsp;compression turned on.<\/p>\n<p>It occurred to me recently to see whether I&#8217;d get a performance gain by switching such a backup to parallel save streams. Keeping saveset compression turned&nbsp;on, this was the result:<\/p>\n<pre>orilla.turbamentis.int:\/synology\/homeshare parallel save streams summary orilla.turbamentis.int: \/synology\/homeshare level=full, 371 GB 04:00:14 &nbsp;40990 files<\/pre>\n<p>4,000 less files to be sure, but a drop in backup time from 48 hours 47 minutes down to 4 hours and 14 seconds.<\/p>\n<p>If you&#8217;re needing to do traditional backups with high density filesystems, you really should evaluate&nbsp;parallel save streams.<\/p>\n<p>&#8212;<br \/>\n* Yes, I gave in and bought a home NAS server.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>One of the great features in&nbsp;NetWorker 8.1 was Parallel Save Streams (PSS). This allows&nbsp;for&nbsp;a single&nbsp;High Density File System (HDFS) to&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[5,16],"tags":[1195,1196,1197,1194,1193,732,1192],"class_list":["post-5344","post","type-post","status-publish","format-standard","hentry","category-backup-theory","category-networker","tag-hdfs","tag-high-density-file-system","tag-high-density-filesystem","tag-nfs","tag-parallel-save-streams","tag-performance","tag-pss"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"How to drastically shrink backup times with a very simple setting in NetWorker.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Preston de Guise\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Data Protection Hub | All things Data Protection\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub\" \/>\n\t\t<meta property=\"og:description\" content=\"How to drastically shrink backup times with a very simple setting in NetWorker.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2014-10-27T08:56:59+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2018-12-11T03:39:20+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub\" \/>\n\t\t<meta name=\"twitter:description\" content=\"How to drastically shrink backup times with a very simple setting in NetWorker.\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#article\",\"name\":\"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub\",\"headline\":\"Parallel Save Streams for HDFS Performance Gains\",\"author\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/author\\\/nsrd\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/#person\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/wp-content\\\/uploads\\\/2014\\\/10\\\/Traditional-Saveset.png\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#articleImage\",\"width\":673,\"height\":246,\"caption\":\"Traditional Saveset Breakdown\"},\"datePublished\":\"2014-10-27T18:56:59+10:00\",\"dateModified\":\"2018-12-11T13:39:20+10:00\",\"inLanguage\":\"en-US\",\"commentCount\":3,\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#webpage\"},\"articleSection\":\"Backup theory, NetWorker, HDFS, high density file system, high density filesystem, NFS, parallel save streams, performance, PSS\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/nsrd.info\\\/blog\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/category\\\/backup-theory\\\/#listItem\",\"name\":\"Backup theory\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/category\\\/backup-theory\\\/#listItem\",\"position\":2,\"name\":\"Backup theory\",\"item\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/category\\\/backup-theory\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#listItem\",\"name\":\"Parallel Save Streams for HDFS Performance Gains\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#listItem\",\"position\":3,\"name\":\"Parallel Save Streams for HDFS Performance Gains\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/category\\\/backup-theory\\\/#listItem\",\"name\":\"Backup theory\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/#person\",\"name\":\"Preston de Guise\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#personImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d274b0939f505e2f4b85a111bdf61ff0fafc11f17dcd667d16a47d0a3de63a1d?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Preston de Guise\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/author\\\/nsrd\\\/#author\",\"url\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/author\\\/nsrd\\\/\",\"name\":\"Preston de Guise\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d274b0939f505e2f4b85a111bdf61ff0fafc11f17dcd667d16a47d0a3de63a1d?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Preston de Guise\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#webpage\",\"url\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/\",\"name\":\"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub\",\"description\":\"How to drastically shrink backup times with a very simple setting in NetWorker.\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/2014\\\/10\\\/27\\\/parallel-save-streams-for-hdfs-performance-gains\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/author\\\/nsrd\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/author\\\/nsrd\\\/#author\"},\"datePublished\":\"2014-10-27T18:56:59+10:00\",\"dateModified\":\"2018-12-11T13:39:20+10:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/\",\"name\":\"Data Protection Hub\",\"description\":\"All things Data Protection\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/nsrd.info\\\/blog\\\/#person\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub","description":"How to drastically shrink backup times with a very simple setting in NetWorker.","canonical_url":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#article","name":"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub","headline":"Parallel Save Streams for HDFS Performance Gains","author":{"@id":"https:\/\/nsrd.info\/blog\/author\/nsrd\/#author"},"publisher":{"@id":"https:\/\/nsrd.info\/blog\/#person"},"image":{"@type":"ImageObject","url":"https:\/\/nsrd.info\/blog\/wp-content\/uploads\/2014\/10\/Traditional-Saveset.png","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#articleImage","width":673,"height":246,"caption":"Traditional Saveset Breakdown"},"datePublished":"2014-10-27T18:56:59+10:00","dateModified":"2018-12-11T13:39:20+10:00","inLanguage":"en-US","commentCount":3,"mainEntityOfPage":{"@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#webpage"},"isPartOf":{"@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#webpage"},"articleSection":"Backup theory, NetWorker, HDFS, high density file system, high density filesystem, NFS, parallel save streams, performance, PSS"},{"@type":"BreadcrumbList","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog#listItem","position":1,"name":"Home","item":"https:\/\/nsrd.info\/blog","nextItem":{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog\/category\/backup-theory\/#listItem","name":"Backup theory"}},{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog\/category\/backup-theory\/#listItem","position":2,"name":"Backup theory","item":"https:\/\/nsrd.info\/blog\/category\/backup-theory\/","nextItem":{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#listItem","name":"Parallel Save Streams for HDFS Performance Gains"},"previousItem":{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#listItem","position":3,"name":"Parallel Save Streams for HDFS Performance Gains","previousItem":{"@type":"ListItem","@id":"https:\/\/nsrd.info\/blog\/category\/backup-theory\/#listItem","name":"Backup theory"}}]},{"@type":"Person","@id":"https:\/\/nsrd.info\/blog\/#person","name":"Preston de Guise","image":{"@type":"ImageObject","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#personImage","url":"https:\/\/secure.gravatar.com\/avatar\/d274b0939f505e2f4b85a111bdf61ff0fafc11f17dcd667d16a47d0a3de63a1d?s=96&d=mm&r=g","width":96,"height":96,"caption":"Preston de Guise"}},{"@type":"Person","@id":"https:\/\/nsrd.info\/blog\/author\/nsrd\/#author","url":"https:\/\/nsrd.info\/blog\/author\/nsrd\/","name":"Preston de Guise","image":{"@type":"ImageObject","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/d274b0939f505e2f4b85a111bdf61ff0fafc11f17dcd667d16a47d0a3de63a1d?s=96&d=mm&r=g","width":96,"height":96,"caption":"Preston de Guise"}},{"@type":"WebPage","@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#webpage","url":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/","name":"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub","description":"How to drastically shrink backup times with a very simple setting in NetWorker.","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/nsrd.info\/blog\/#website"},"breadcrumb":{"@id":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/#breadcrumblist"},"author":{"@id":"https:\/\/nsrd.info\/blog\/author\/nsrd\/#author"},"creator":{"@id":"https:\/\/nsrd.info\/blog\/author\/nsrd\/#author"},"datePublished":"2014-10-27T18:56:59+10:00","dateModified":"2018-12-11T13:39:20+10:00"},{"@type":"WebSite","@id":"https:\/\/nsrd.info\/blog\/#website","url":"https:\/\/nsrd.info\/blog\/","name":"Data Protection Hub","description":"All things Data Protection","inLanguage":"en-US","publisher":{"@id":"https:\/\/nsrd.info\/blog\/#person"}}]},"og:locale":"en_US","og:site_name":"Data Protection Hub | All things Data Protection","og:type":"article","og:title":"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub","og:description":"How to drastically shrink backup times with a very simple setting in NetWorker.","og:url":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/","article:published_time":"2014-10-27T08:56:59+00:00","article:modified_time":"2018-12-11T03:39:20+00:00","twitter:card":"summary","twitter:title":"Parallel Save Streams for HDFS Performance Gains | Data Protection Hub","twitter:description":"How to drastically shrink backup times with a very simple setting in NetWorker."},"aioseo_meta_data":{"post_id":"5344","title":null,"description":"How to drastically shrink backup times with a very simple setting in NetWorker.","keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2020-12-21 05:26:16","updated":"2025-07-20 05:10:37","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/nsrd.info\/blog\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/nsrd.info\/blog\/category\/backup-theory\/\" title=\"Backup theory\">Backup theory<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tParallel Save Streams for HDFS Performance Gains\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/nsrd.info\/blog"},{"label":"Backup theory","link":"https:\/\/nsrd.info\/blog\/category\/backup-theory\/"},{"label":"Parallel Save Streams for HDFS Performance Gains","link":"https:\/\/nsrd.info\/blog\/2014\/10\/27\/parallel-save-streams-for-hdfs-performance-gains\/"}],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/pKpIN-1oc","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/posts\/5344","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/comments?post=5344"}],"version-history":[{"count":4,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/posts\/5344\/revisions"}],"predecessor-version":[{"id":7448,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/posts\/5344\/revisions\/7448"}],"wp:attachment":[{"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/media?parent=5344"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/categories?post=5344"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nsrd.info\/blog\/wp-json\/wp\/v2\/tags?post=5344"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}