{"id":6230,"date":"2024-02-21T09:59:17","date_gmt":"2024-02-21T09:59:17","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=6230"},"modified":"2024-02-21T09:59:17","modified_gmt":"2024-02-21T09:59:17","slug":"exploring-consistency-protocols-in-distributed-systems","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/","title":{"rendered":"Exploring Consistency Protocols in Distributed Systems"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40400%3B700&amp;family=Alegreya%3Awght%40700\" rel=\"stylesheet\"\/>\n<style amp-boilerplate=\"\">body{-webkit-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-moz-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-ms-animation:-amp-start 8s steps(1,end) 0s 1 normal both;animation:-amp-start 8s steps(1,end) 0s 1 normal both}@-webkit-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-moz-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-ms-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-o-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}<\/style>\n<p><noscript><\/p>\n<style amp-boilerplate=\"\">body{-webkit-animation:none;-moz-animation:none;-ms-animation:none;animation:none}<\/style>\n<p><\/noscript><\/p>\n<style amp-custom=\"\">\n              h1, h2, h3 { font-weight: normal; }<\/p>\n<p>              amp-story-page {\n                background-color: #131516;\n              }<\/p>\n<p>              amp-story-grid-layer {\n                overflow: visible;\n              }<\/p>\n<p>              @media (max-aspect-ratio: 9 \/ 16)  {\n                @media (min-aspect-ratio: 320 \/ 678) {\n                  amp-story-grid-layer.grid-layer {\n                    margin-top: calc((100% \/ 0.5625 - 100% \/ 0.6666666666666666) \/ 2);\n                  }\n                }\n              }<\/p>\n<p>              @media not all and (min-resolution:.001dpcm) {\n                @media {\n                  p.text-wrapper > span {\n                    font-size: calc(100% - 0.5px);\n                  }\n                }\n              }<\/p>\n<p>              .page-fullbleed-area,\n              .page-background-overlay-area {\n                position: absolute;\n                overflow: hidden;\n                width: 100%;\n                left: 0;\n                height: calc(1.1851851851851851 * 100%);\n                top: calc((1 - 1.1851851851851851) * 100% \/ 2);\n              }<\/p>\n<p>              .element-overlay-area {\n                position: absolute;\n                width: 100%;\n                height: 100%;\n                top: 0;\n                left: 0;\n              }<\/p>\n<p>              .page-safe-area {\n                overflow: visible;\n                position: absolute;\n                top: 0;\n                bottom: 0;\n                left: 0;\n                right: 0;\n                width: 100%;\n                height: calc(0.84375 * 100%);\n                margin: auto 0;\n              }<\/p>\n<p>              .mask {\n                position: absolute;\n                overflow: hidden;\n              }<\/p>\n<p>              .fill {\n                position: absolute;\n                top: 0;\n                left: 0;\n                right: 0;\n                bottom: 0;\n                margin: 0;\n              }<\/p>\n<p>              @media (prefers-reduced-motion: no-preference) {\n                .animation-wrapper {\n                  opacity: var(--initial-opacity);\n                  transform: var(--initial-transform);\n                }\n              }<\/p>\n<p>              amp-story-grid-layer.align-bottom {\n                align-content: end;\n                padding: 0;\n                \/* \n                  AMP CTA Layer will exactly occupy 74px regardless of any device.\n                  To space out captions 74px from the BOTTOM (AMP CTA Layer),\n                  74px from the TOP should also be spaced out and thus: 2 * 74px\n                  will be the desired max-height.\n                *\/\n                max-height: calc(100vh - (2 * 74px));\n              }<\/p>\n<p>              .captions-area {\n                padding: 0 32px 0;\n              }<\/p>\n<p>              amp-story-captions {\n                margin-bottom: 16px;\n                text-align: center;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>Exploring Consistency Protocols in Distributed Systems<\/p>\n<p><\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=6230\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"Exploring Consistency Protocols in Distributed Systems\n \n\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\"><amp-story-page id=\"6067b002-dc98-4030-a4ac-740ef7741bb7\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fff599\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9ff974b2-31c5-46bd-8ae4-cd5bc6d0d045\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:5.82524%;top:49.51456%;width:88.1068%;height:43.3657%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5509641873278237% 0.5509641873278237% 0.5509641873278237% 0.5509641873278237% \/ 0.7462686567164178% 0.7462686567164178% 0.7462686567164178% 0.7462686567164178%\" id=\"el-74308faf-e8c1-4e57-be3e-5b37033de822\">\n<h1 id=\"exploring-consistency-protocols-in-distributed-systems\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11234504132231365% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.728155em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ea7d00\">Exploring Consistency Protocols in Distributed Systems<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:46.76375%;width:76.45631%;height:52.75081%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-610d3a1a-cfba-4e92-ac63-7a0f0b219a96\">\n<div class=\"fill\" style=\"background-color:rgba(255,188,53,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-1.77994%;width:33.25243%;height:22.16828%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-56ad273f-23b8-433e-90b5-bfb38240114c\">\n<div class=\"fill\" style=\"background-color:#ff9500;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:71.60194%;top:20.38835%;width:33.25243%;height:22.16828%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c4af3478-3754-48fc-81aa-83338c764949\">\n<div class=\"fill\" style=\"background-color:#ff9500;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:2.589%;width:76.45631%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c279aa1a-b558-4ded-ba33-887fdca53677\">\n<div style=\"position:absolute;width:104.98748%;height:100%;left:-2.49374%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-scaled.jpg\" alt=\"\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-1024x681.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-768x511.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-300x200.jpg 300w\" sizes=\"(min-width: 1024px) 34vh, 76vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e3be2f9d-340d-4891-abba-494f747f5334\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ff383b02-5d78-4d1f-9176-7a25a70b2c56\",\"keyframes\":{\"transform\":[\"scale(1)\",\"scale(1.5)\",\"scale(0.95)\",\"scale(1)\"],\"offset\":[0,0.33,0.66,1]},\"delay\":0,\"duration\":1450,\"easing\":\"ease-in-out\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b6281b56-ea31-4645-a636-147bb232c847\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-21de62b7-5e65-4ea1-8cf2-dbafd7de69ee\",\"keyframes\":{\"transform\":[\"translate3d(-149.65518%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d4e4c0\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-43b6a3e6-048c-47c7-ab41-3d4a8b43a0e9\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:50%;width:75%;height:11.16505%;opacity:1\">\n<div id=\"anim-ff383b02-5d78-4d1f-9176-7a25a70b2c56\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 2.898550724637681% 2.898550724637681% 2.898550724637681% 2.898550724637681%\" id=\"el-17053232-9480-493d-a6b1-068d9f0cea2f\">\n<h2 id=\"understanding-consistency-protocols\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08505258899676343% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.469256em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline\">Understanding Consistency<\/span><span style=\"text-decoration: underline\"> <\/span><span style=\"font-weight: 700; text-decoration: underline\">Protocols<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-8.73786%;top:-9.70874%;width:114.56311%;height:55.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-94e1419a-8502-477b-a824-6e2a337cc177\">\n<div class=\"fill\" style=\"background-color:rgba(255,149,0,0.7);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:9.95146%;top:2.589%;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-e1c1a0e3-58f5-466f-a835-49e2208cb145\">\n<div style=\"position:absolute;width:100%;height:100.01952%;left:0%;top:-0.00976%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-scaled.jpg\" alt=\"\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-1536x1024.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-1024x683.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-300x200.jpg 300w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:64.40129%;width:64.56311%;height:32.8479%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7518796992481203% 0.7518796992481203% 0.7518796992481203% 0.7518796992481203% \/ 0.9852216748768473% 0.9852216748768473% 0.9852216748768473% 0.9852216748768473%\" id=\"el-19649683-c612-48bd-86e5-38a3df22be01\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6052631578947366% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">\u00b7 &nbsp;It ensure that all nodes in a distributed system have access to the most up-to-date information.<\/span><br \/>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Without consistency, distributed systems risk producing inaccurate or conflicting results.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:98.54369%;width:35.19417%;height:5.01618%;opacity:1\">\n<div id=\"anim-b6281b56-ea31-4645-a636-147bb232c847\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-21de62b7-5e65-4ea1-8cf2-dbafd7de69ee\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-149.65518%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.3793103448275863% 1.3793103448275863% 1.3793103448275863% 1.3793103448275863% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-e7d2753d-0217-4d53-8de6-c446f9eef3e8\"><a href=\"https:\/\/pickl.ai\/blog\/consistency-protocols-in-distributed-systems-ensure-data-coherence-reliability\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/Consistency-Model-in-Distributed-System.jpg\" data-tooltip-text=\"Consistency protocols in distributed systems\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.26185344827586154% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e06e04\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:76.94175%;top:100.80906%;width:13.1068%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-799b90a1-3484-4f84-b59a-1080bdbfa6fa\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"59e741b1-0716-4231-a798-6be5aa8f583c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-568aef72-d2ce-4cbf-bd2f-e6b887e814f2\",\"keyframes\":{\"transform\":[\"scale(1)\",\"scale(1.5)\",\"scale(0.95)\",\"scale(1)\"],\"offset\":[0,0.33,0.66,1]},\"delay\":0,\"duration\":1450,\"easing\":\"ease-in-out\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d4e4c0\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-8946643d-eae6-451e-b7ef-c30101fbff69\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:48.38188%;width:75%;height:11.16505%;opacity:1\">\n<div id=\"anim-568aef72-d2ce-4cbf-bd2f-e6b887e814f2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 2.898550724637681% 2.898550724637681% 2.898550724637681% 2.898550724637681%\" id=\"el-e1cce517-73b9-4ad1-9504-73c401f8570d\">\n<h2 id=\"strong-consistency-maintaining-uniformity\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08505258899676343% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.469256em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline; color: #487d95\">Strong Consistency: Maintaining Uniformity<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-8.73786%;top:-9.70874%;width:114.56311%;height:55.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ec585923-9c36-4d4d-9b0d-6067eb111f32\">\n<div class=\"fill\" style=\"background-color:#18629c;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:63.1068%;width:73.54369%;height:31.5534%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.0256410256410255% 1.0256410256410255% 1.0256410256410255% 1.0256410256410255%\" id=\"el-939e832a-202c-4a82-9bff-febad5234187\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5313531353135311% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">\u00b7 &nbsp;Enter Strong Consistency! In this protocol, every read operation returns the most recent write operation&#8217;s value.<\/span><br \/>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Imagine a banking system where withdrawing money from an account must reflect immediately across all branches.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:39.80583%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-42d3329f-d51a-4df8-8a2f-b0710333dd9c\">\n<div style=\"position:absolute;width:100%;height:129.26828%;left:0%;top:-14.63414%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/6918.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:76.94175%;top:100.80906%;width:13.1068%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-4d356b09-d318-42db-b112-264e99e8eb1f\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"25fc7db7-bf57-4b04-ae1d-e39cdd1e08c1\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7b82a0cd-88b5-46fb-8ea5-3d76d0ffcf5e\",\"keyframes\":{\"transform\":[\"scale(1)\",\"scale(1.5)\",\"scale(0.95)\",\"scale(1)\"],\"offset\":[0,0.33,0.66,1]},\"delay\":0,\"duration\":1450,\"easing\":\"ease-in-out\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ec719b7b-52f6-4a4f-8939-520edee72c2e\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-44bfab00-6bcc-4ef4-bb64-4162ed3c98a3\",\"keyframes\":{\"transform\":[\"translate3d(-148.96552%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d4e4c0\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d9f37cb4-6943-46d5-93f2-5899424fe1c8\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:50%;width:75%;height:11.16505%;opacity:1\">\n<div id=\"anim-7b82a0cd-88b5-46fb-8ea5-3d76d0ffcf5e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 2.898550724637681% 2.898550724637681% 2.898550724637681% 2.898550724637681%\" id=\"el-0fe954a5-5cb0-4280-8361-5bd5824a6809\">\n<h2 id=\"eventual-consistency-embracing-asynchrony\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08505258899676343% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.469256em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline; color: #c9184a\">Eventual Consistency: Embracing Asynchrony<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-8.73786%;top:-9.70874%;width:114.56311%;height:55.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-24178a3c-3dba-4c15-8d0b-7818a5e92a5d\">\n<div class=\"fill\" style=\"background-color:#590d22;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:64.72492%;width:73.54369%;height:27.83172%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 1.1627906976744187% 1.1627906976744187% 1.1627906976744187% 1.1627906976744187%\" id=\"el-017326a7-feeb-42bb-a056-123b00793c60\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5313531353135311% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">\u00b7 &nbsp;Explore Eventual Consistency! Unlike strong consistency, eventual consistency allows for temporary inconsistencies between nodes.<\/span><br \/>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Think of a social media platform where posts may take time to propagate across servers<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:97.08738%;width:35.19417%;height:5.01618%;opacity:1\">\n<div id=\"anim-ec719b7b-52f6-4a4f-8939-520edee72c2e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-44bfab00-6bcc-4ef4-bb64-4162ed3c98a3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-148.96552%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.3793103448275863% 1.3793103448275863% 1.3793103448275863% 1.3793103448275863% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-e2116e8e-c215-4948-af50-ef6fd81fc195\"><a href=\"https:\/\/how gradient boosting algorithm works\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.26185344827586154% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #c9184a\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.16505%;top:0;width:77.18447%;height:39.80583%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-85879b42-fa56-4075-8830-32d93316f1aa\">\n<div style=\"position:absolute;width:100%;height:129.26828%;left:0%;top:-14.63414%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/dull-structure-studio-shot-urgency-suit.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:76.94175%;top:100.80906%;width:13.1068%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-46a88dae-bb9e-4777-a36e-04ecfa4ccc06\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"42764d26-26c2-479a-a1d0-c4ca743a6c4b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2aa85b42-4903-49f7-8361-a4aadf50e349\",\"keyframes\":{\"transform\":[\"scale(1)\",\"scale(1.5)\",\"scale(0.95)\",\"scale(1)\"],\"offset\":[0,0.33,0.66,1]},\"delay\":0,\"duration\":1450,\"easing\":\"ease-in-out\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9e8ee1c5-a4a5-4348-bca7-fc96b4cf8f9a\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f3e257df-1d39-4777-95f6-2fa1fbacfab0\",\"keyframes\":{\"transform\":[\"translate3d(-141.37933%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d4e4c0\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-aac6cf2c-6621-4c8a-b63a-ade6cc4ec9ec\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:50%;width:75%;height:11.16505%;opacity:1\">\n<div id=\"anim-2aa85b42-4903-49f7-8361-a4aadf50e349\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 2.898550724637681% 2.898550724637681% 2.898550724637681% 2.898550724637681%\" id=\"el-0298295b-bf48-4ce4-b446-2269b288d955\">\n<h2 id=\"consensus-protocols-achieving-agreement\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08505258899676343% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.469256em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; text-decoration: underline; color: #479399\">Consensus Protocols: Achieving Agreement<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-8.73786%;top:-9.70874%;width:114.56311%;height:55.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-acce3ae9-aa59-4587-aeef-33ad38f26174\">\n<div class=\"fill\" style=\"background-color:#43767e;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:67.31392%;width:67.96117%;height:23.78641%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7142857142857143% 0.7142857142857143% 0.7142857142857143% 0.7142857142857143% \/ 1.3605442176870748% 1.3605442176870748% 1.3605442176870748% 1.3605442176870748%\" id=\"el-b52fc7e4-b8bd-4b2d-a2a9-ef29913039ee\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5749999999999998% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Delve into Consensus Protocols! Systems like Paxos and Raft enable distributed nodes to reach agreement on shared states despite failures or network partitions.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.56311%;top:94.33657%;width:35.19417%;height:5.01618%;opacity:1\">\n<div id=\"anim-9e8ee1c5-a4a5-4348-bca7-fc96b4cf8f9a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-f3e257df-1d39-4777-95f6-2fa1fbacfab0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-141.37933%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.3793103448275863% 1.3793103448275863% 1.3793103448275863% 1.3793103448275863% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-0171ad81-193d-4ae9-839d-73e6dc39e1e1\"><a href=\"https:\/\/pickl.ai\/blog\/job-guarantee-certification-courses-in-india\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.26185344827586154% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #97c1af\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:-0.80906%;width:77.18447%;height:41.26214%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7fa7666a-04ae-4c5c-8294-c4e24f7aa96c\">\n<div style=\"position:absolute;width:100%;height:124.70588%;left:0%;top:-12.35294%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/business-people-shaking-hands-with-green-background-office-buildings.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"In distributed systems, consistency protocols maintain data coherence, ensuring reliable and synchronized information across nodes\n","protected":false},"author":1,"featured_media":6241,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-6230","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Exploring Consistency Protocols in Distributed Systems - Pickl.AI<\/title>\n<meta name=\"description\" content=\"In distributed systems, consistency protocols maintain data coherence, ensuring reliable and synchronized information across nodes\" \/>\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.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exploring Consistency Protocols in Distributed Systems\" \/>\n<meta property=\"og:description\" content=\"In distributed systems, consistency protocols maintain data coherence, ensuring reliable and synchronized information across nodes\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"Pickl.AI\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"853\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/\"},\"author\":{\"name\":\"Admin\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#\\\/schema\\\/person\\\/adfcccafe1795b39fe941ddafe76b6ab\"},\"headline\":\"Exploring Consistency Protocols in Distributed Systems\",\"datePublished\":\"2024-02-21T09:59:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/\"},\"wordCount\":159,\"image\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/\",\"name\":\"Exploring Consistency Protocols in Distributed Systems - Pickl.AI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\",\"datePublished\":\"2024-02-21T09:59:17+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\",\"contentUrl\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg\",\"width\":640,\"height\":853,\"caption\":\"standard-quality-control-collage-concept (2)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/exploring-consistency-protocols-in-distributed-systems\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Stories\",\"item\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/web-stories\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Exploring Consistency Protocols in Distributed Systems\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/\",\"name\":\"Pickl.AI\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/#\\\/schema\\\/person\\\/adfcccafe1795b39fe941ddafe76b6ab\",\"name\":\"Admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=ga50c9c5ae9fb5534aba0f0b45ebbe6d3\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=g\",\"caption\":\"Admin\"},\"sameAs\":[\"https:\\\/\\\/pickl.ai\\\/blog\"],\"url\":\"https:\\\/\\\/www.pickl.ai\\\/blog\\\/administrator\\\/transorgstandbyorangeironman\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Exploring Consistency Protocols in Distributed Systems - Pickl.AI","description":"In distributed systems, consistency protocols maintain data coherence, ensuring reliable and synchronized information across nodes","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.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/","og_locale":"en_US","og_type":"article","og_title":"Exploring Consistency Protocols in Distributed Systems","og_description":"In distributed systems, consistency protocols maintain data coherence, ensuring reliable and synchronized information across nodes","og_url":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/","og_site_name":"Pickl.AI","og_image":[{"width":640,"height":853,"url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#article","isPartOf":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/"},"author":{"name":"Admin","@id":"https:\/\/www.pickl.ai\/blog\/#\/schema\/person\/adfcccafe1795b39fe941ddafe76b6ab"},"headline":"Exploring Consistency Protocols in Distributed Systems","datePublished":"2024-02-21T09:59:17+00:00","mainEntityOfPage":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/"},"wordCount":159,"image":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/","url":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/","name":"Exploring Consistency Protocols in Distributed Systems - Pickl.AI","isPartOf":{"@id":"https:\/\/www.pickl.ai\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#primaryimage"},"image":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","datePublished":"2024-02-21T09:59:17+00:00","breadcrumb":{"@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#primaryimage","url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","contentUrl":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","width":640,"height":853,"caption":"standard-quality-control-collage-concept (2)"},{"@type":"BreadcrumbList","@id":"https:\/\/www.pickl.ai\/blog\/web-stories\/exploring-consistency-protocols-in-distributed-systems\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pickl.ai\/blog\/"},{"@type":"ListItem","position":2,"name":"Stories","item":"https:\/\/www.pickl.ai\/blog\/web-stories\/"},{"@type":"ListItem","position":3,"name":"Exploring Consistency Protocols in Distributed Systems"}]},{"@type":"WebSite","@id":"https:\/\/www.pickl.ai\/blog\/#website","url":"https:\/\/www.pickl.ai\/blog\/","name":"Pickl.AI","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.pickl.ai\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.pickl.ai\/blog\/#\/schema\/person\/adfcccafe1795b39fe941ddafe76b6ab","name":"Admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=ga50c9c5ae9fb5534aba0f0b45ebbe6d3","url":"https:\/\/secure.gravatar.com\/avatar\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/353a2bc4d584bc0705a194ad6cd03043005eae6d6f8ecfe3f0ef286d7d4d1dc8?s=96&d=mm&r=g","caption":"Admin"},"sameAs":["https:\/\/pickl.ai\/blog"],"url":"https:\/\/www.pickl.ai\/blog\/administrator\/transorgstandbyorangeironman\/"}]}},"story_data":{"version":47,"pages":[{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"type":"shape","id":"9ff974b2-31c5-46bd-8ae4-cd5bc6d0d045"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":45,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"center","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; color: #ea7d00\">Exploring Consistency Protocols in Distributed Systems<\/span>","x":24,"y":306,"width":363,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"type":"text","height":268,"id":"74308faf-e8c1-4e57-be3e-5b37033de822","marginOffset":0.8337499999999949},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":255,"g":188,"b":53,"a":0.2}},"width":315,"height":326,"x":48,"y":289,"mask":{"type":"rectangle"},"id":"610d3a1a-cfba-4e92-ac63-7a0f0b219a96","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":255,"g":149,"b":0}},"width":137,"height":137,"type":"shape","x":0,"y":-11,"mask":{"type":"rectangle"},"id":"56ad273f-23b8-433e-90b5-bfb38240114c"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":255,"g":149,"b":0}},"width":137,"height":137,"x":295,"y":126,"mask":{"type":"rectangle"},"id":"c4af3478-3754-48fc-81aa-83338c764949","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":2560,"height":1703,"sizes":{"medium":{"file":"standard-quality-control-collage-concept-2-300x200.jpg","width":300,"height":200,"filesize":29484,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-300x200.jpg"},"large":{"file":"standard-quality-control-collage-concept-2-1024x681.jpg","width":1024,"height":681,"filesize":92433,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-1024x681.jpg"},"thumbnail":{"file":"standard-quality-control-collage-concept-2-150x150.jpg","width":150,"height":150,"filesize":23919,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-150x150.jpg"},"medium_large":{"file":"standard-quality-control-collage-concept-2-768x511.jpg","width":768,"height":511,"filesize":65861,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-768x511.jpg"},"full":{"file":"standard-quality-control-collage-concept-2-scaled.jpg","width":2560,"height":1703,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-scaled.jpg"}},"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#7a7a7a","blurHash":"UFFr;Ybcocoz?ut7ozxu8_M{o}Ri~WtR9Fj[","creationDate":"2024-02-21T07:36:07","src":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/standard-quality-control-collage-concept-2-scaled.jpg","id":6232,"alt":"","local":false,"provider":"local"},"type":"image","x":49,"y":16,"width":315,"height":220,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"c279aa1a-b558-4ded-ba33-887fdca53677"}],"backgroundColor":{"color":{"r":255,"g":245,"b":153}},"id":"6067b002-dc98-4030-a4ac-740ef7741bb7","animations":[]},{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"id":"43b6a3e6-048c-47c7-ab41-3d4a8b43a0e9","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":29,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; text-decoration: underline\">Understanding Consistency<\/span><span style=\"text-decoration: underline\"> <\/span><span style=\"font-weight: 700; text-decoration: underline\">Protocols<\/span>","x":62,"y":309,"width":309,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":69,"id":"17053232-9480-493d-a6b1-068d9f0cea2f","marginOffset":0.5437499999999957,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":255,"g":149,"b":0,"a":0.7}},"width":472,"height":340,"x":-36,"y":-60,"mask":{"type":"rectangle"},"id":"94e1419a-8502-477b-a824-6e2a337cc177","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":2560,"height":1707,"sizes":{"medium":{"file":"colleagues-working-scrum-method-300x200.jpg","width":300,"height":200,"filesize":34478,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-300x200.jpg"},"large":{"file":"colleagues-working-scrum-method-1024x683.jpg","width":1024,"height":683,"filesize":111914,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-1024x683.jpg"},"thumbnail":{"file":"colleagues-working-scrum-method-150x150.jpg","width":150,"height":150,"filesize":26586,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-150x150.jpg"},"medium_large":{"file":"colleagues-working-scrum-method-768x512.jpg","width":768,"height":512,"filesize":79769,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-768x512.jpg"},"1536x1536":{"file":"colleagues-working-scrum-method-1536x1024.jpg","width":1536,"height":1024,"filesize":187229,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-1536x1024.jpg"},"full":{"file":"colleagues-working-scrum-method-scaled.jpg","width":2560,"height":1707,"mimeType":"image\/jpeg","sourceUrl":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-scaled.jpg"}},"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#1d3d51","blurHash":"U8Kdxj00%E~qtRxD-X%2%$RPD%9u009~${IA","creationDate":"2024-02-21T08:05:35","src":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/colleagues-working-scrum-method-scaled.jpg","id":6233,"alt":"","local":false,"provider":"local"},"type":"image","x":41,"y":16,"width":330,"height":220,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"e1c1a0e3-58f5-466f-a835-49e2208cb145"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Alegreya"},"fontSize":20,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700\">\u00b7 &nbsp;It ensure that all nodes in a distributed system have access to the most up-to-date information.<\/span>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Without consistency, distributed systems risk producing inaccurate or conflicting results.<\/span>","x":62,"y":398,"width":266,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"type":"text","height":203,"id":"19649683-c612-48bd-86e5-38a3df22be01","marginOffset":0.5625},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":27,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; color: #e06e04\">Learn More<\/span>","x":72,"y":609,"width":145,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"type":"text","height":31,"id":"e7d2753d-0217-4d53-8de6-c446f9eef3e8","link":{"needsProxy":false,"url":"https:\/\/pickl.ai\/blog\/consistency-protocols-in-distributed-systems-ensure-data-coherence-reliability\/","rel":[],"type":"regular","pageId":null,"icon":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/Consistency-Model-in-Distributed-System.jpg","desc":"Consistency protocols in distributed systems"}},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"width":54,"sticker":{"type":"fashionArrowDark"},"type":"sticker","x":317,"y":623,"height":31,"id":"799b90a1-3484-4f84-b59a-1080bdbfa6fa"}],"backgroundColor":{"color":{"r":212,"g":228,"b":192}},"animations":[{"id":"4e398d8e-e626-4a0e-abf5-be6498f878e4","type":"effect-pulse","scale":0.5,"iterations":1,"duration":1450,"delay":0,"targets":["17053232-9480-493d-a6b1-068d9f0cea2f"]},{"id":"bea18d4e-ecf0-4071-98cd-5e68e5a95358","type":"effect-fly-in","flyInDir":"leftToRight","duration":600,"delay":0,"targets":["e7d2753d-0217-4d53-8de6-c446f9eef3e8"]}],"id":"e3be2f9d-340d-4891-abba-494f747f5334"},{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"id":"8946643d-eae6-451e-b7ef-c30101fbff69","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":29,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; text-decoration: underline; color: #487d95\">Strong Consistency: Maintaining Uniformity<\/span>","x":62,"y":299,"width":309,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":69,"id":"e1cce517-73b9-4ad1-9504-73c401f8570d","marginOffset":0.5437499999999957,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":24,"g":98,"b":156}},"width":472,"height":340,"x":-36,"y":-60,"mask":{"type":"rectangle"},"id":"ec585923-9c36-4d4d-9b0d-6067eb111f32","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Alegreya"},"fontSize":20,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700\">\u00b7 &nbsp;Enter Strong Consistency! In this protocol, every read operation returns the most recent write operation's value.<\/span>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Imagine a banking system where withdrawing money from an account must reflect immediately across all branches.<\/span>","x":62,"y":390,"width":303,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":195,"id":"939e832a-202c-4a82-9bff-febad5234187","marginOffset":0.5625,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":150,"height":150,"sizes":[],"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#a3dbeb","blurHash":"UHIs:#OYp0oev}ShWEj?ysn%VsjsKkwboba#","creationDate":"2024-02-21T09:21:26","src":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/6918.jpg","id":6237,"alt":"","local":false,"provider":"local"},"type":"image","x":48,"y":0,"width":318,"height":246,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"42d3329f-d51a-4df8-8a2f-b0710333dd9c"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"width":54,"sticker":{"type":"fashionArrowDark"},"x":317,"y":623,"height":31,"id":"4d356b09-d318-42db-b112-264e99e8eb1f","type":"sticker"}],"backgroundColor":{"color":{"r":212,"g":228,"b":192}},"animations":[{"id":"918c37be-4196-4291-9fed-241c38fb5e9a","type":"effect-pulse","scale":0.5,"iterations":1,"duration":1450,"delay":0,"targets":["e1cce517-73b9-4ad1-9504-73c401f8570d"]}],"id":"59e741b1-0716-4231-a798-6be5aa8f583c"},{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"id":"d9f37cb4-6943-46d5-93f2-5899424fe1c8","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":29,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; text-decoration: underline; color: #c9184a\">Eventual Consistency: Embracing Asynchrony<\/span>","x":62,"y":309,"width":309,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":69,"id":"0fe954a5-5cb0-4280-8361-5bd5824a6809","marginOffset":0.5437499999999957,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":89,"g":13,"b":34}},"width":472,"height":340,"x":-36,"y":-60,"mask":{"type":"rectangle"},"id":"24178a3c-3dba-4c15-8d0b-7818a5e92a5d","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Alegreya"},"fontSize":20,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700\">\u00b7 &nbsp;Explore Eventual Consistency! Unlike strong consistency, eventual consistency allows for temporary inconsistencies between nodes.<\/span>\n<span style=\"font-weight: 700\">\u00b7 &nbsp;Think of a social media platform where posts may take time to propagate across servers<\/span>","x":62,"y":400,"width":303,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":172,"id":"017326a7-feeb-42bb-a056-123b00793c60","marginOffset":0.5625,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":27,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; color: #c9184a\">Learn More<\/span>","x":71,"y":600,"width":145,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":31,"id":"e2116e8e-c215-4948-af50-ef6fd81fc195","type":"text","link":{"needsProxy":false,"url":"how gradient boosting algorithm works","rel":[],"type":"regular","pageId":null,"icon":null,"desc":null}},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":150,"height":150,"sizes":[],"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#8a8d90","blurHash":"U8HC7i?H~q-;00009FbHo}_3xuj[00IUaKWV","creationDate":"2024-02-21T09:28:13","src":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/dull-structure-studio-shot-urgency-suit.jpg","id":6238,"alt":"","local":false,"provider":"local"},"type":"image","x":46,"y":0,"width":318,"height":246,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"85879b42-fa56-4075-8830-32d93316f1aa"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"width":54,"sticker":{"type":"fashionArrowDark"},"x":317,"y":623,"height":31,"id":"46a88dae-bb9e-4777-a36e-04ecfa4ccc06","type":"sticker"}],"backgroundColor":{"color":{"r":212,"g":228,"b":192}},"animations":[{"id":"b11e8096-1219-4a41-935a-dfd105767553","type":"effect-pulse","scale":0.5,"iterations":1,"duration":1450,"delay":0,"targets":["0fe954a5-5cb0-4280-8361-5bd5824a6809"]},{"id":"58347926-91f0-4caf-bbfa-6c43e86d344a","type":"effect-fly-in","flyInDir":"leftToRight","duration":600,"delay":0,"targets":["e2116e8e-c215-4948-af50-ef6fd81fc195"]}],"id":"25fc7db7-bf57-4b04-ae1d-e39cdd1e08c1"},{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"x":1,"y":1,"width":1,"height":1,"mask":{"type":"rectangle"},"isBackground":true,"isDefaultBackground":true,"id":"aac6cf2c-6621-4c8a-b63a-ade6cc4ec9ec","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":29,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.19,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; text-decoration: underline; color: #479399\">Consensus Protocols: Achieving Agreement<\/span>","x":62,"y":309,"width":309,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":69,"id":"0298295b-bf48-4ce4-b446-2269b288d955","marginOffset":0.5437499999999957,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"backgroundColor":{"color":{"r":67,"g":118,"b":126}},"width":472,"height":340,"x":-36,"y":-60,"mask":{"type":"rectangle"},"id":"acce3ae9-aa59-4587-aeef-33ad38f26174","type":"shape"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Alegreya"},"fontSize":20,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700\">Delve into Consensus Protocols! Systems like Paxos and Raft enable distributed nodes to reach agreement on shared states despite failures or network partitions.<\/span>","x":62,"y":416,"width":280,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":147,"id":"b52fc7e4-b8bd-4b2d-a2a9-ef29913039ee","marginOffset":0.5625,"type":"text"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":27,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"content":"<span style=\"font-weight: 700; color: #97c1af\">Learn More<\/span>","x":60,"y":583,"width":145,"borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"height":31,"id":"0171ad81-193d-4ae9-839d-73e6dc39e1e1","type":"text","link":{"needsProxy":false,"url":"https:\/\/pickl.ai\/blog\/job-guarantee-certification-courses-in-india\/","rel":[],"type":"regular","pageId":null,"icon":null,"desc":null}},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/jpeg","width":150,"height":150,"sizes":[],"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#5b9797","blurHash":"UGACJ4WVyDtR*JV@Vsf6bwofj[aeRQj[ozay","creationDate":"2024-02-21T09:37:59","src":"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/business-people-shaking-hands-with-green-background-office-buildings.jpg","id":6239,"alt":"","local":false,"provider":"local"},"type":"image","x":48,"y":-5,"width":318,"height":255,"mask":{"type":"rectangle","showInLibrary":true,"name":"Rectangle","path":"M 0,0 1,0 1,1 0,1 0,0 Z","ratio":1,"supportsBorder":true},"id":"7fa7666a-04ae-4c5c-8294-c4e24f7aa96c"}],"backgroundColor":{"color":{"r":212,"g":228,"b":192}},"animations":[{"id":"3c4fd30c-c7d5-4cf5-920f-53ca59bf23d6","type":"effect-pulse","scale":0.5,"iterations":1,"duration":1450,"delay":0,"targets":["0298295b-bf48-4ce4-b446-2269b288d955"]},{"id":"c36d30e1-a46c-4d20-a63b-1772a77988c5","type":"effect-fly-in","flyInDir":"leftToRight","duration":600,"delay":0,"targets":["0171ad81-193d-4ae9-839d-73e6dc39e1e1"]}],"id":"42764d26-26c2-479a-a1d0-c4ca743a6c4b"}],"fonts":{"Roboto":{"family":"Roboto","weights":[100,300,400,500,700,900],"styles":["italic","regular"],"variants":[[0,100],[1,100],[0,300],[1,300],[0,400],[1,400],[0,500],[1,500],[0,700],[1,700],[0,900],[1,900]],"fallbacks":["Helvetica Neue","Helvetica","sans-serif"],"service":"fonts.google.com","metrics":{"upm":2048,"asc":1900,"des":-500,"tAsc":1536,"tDes":-512,"tLGap":102,"wAsc":1946,"wDes":512,"xH":1082,"capH":1456,"yMin":-555,"yMax":2163,"hAsc":1900,"hDes":-500,"lGap":0}},"Alegreya":{"family":"Alegreya","fallbacks":["serif"],"weights":[400,500,600,700,800,900],"styles":["regular","italic"],"variants":[[0,400],[0,500],[0,600],[0,700],[0,800],[0,900],[1,400],[1,500],[1,600],[1,700],[1,800],[1,900]],"service":"fonts.google.com","metrics":{"upm":1000,"asc":1016,"des":-345,"tAsc":1016,"tDes":-345,"tLGap":0,"wAsc":1123,"wDes":345,"xH":452,"capH":637,"yMin":-293,"yMax":962,"hAsc":1016,"hDes":-345,"lGap":0}}},"autoAdvance":true,"defaultPageDuration":7,"currentStoryStyles":{"colors":[]}},"story_poster":{"id":6241,"url":"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-standard-quality-control-collage-concept-2-scaled-1.jpg","width":640,"height":853,"needsProxy":false},"_links":{"self":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web-story\/6230","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web-story"}],"about":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/wp\/v2\/types\/web-story"}],"author":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/users\/1"}],"version-history":[{"count":2,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web-story\/6230\/revisions"}],"predecessor-version":[{"id":6242,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web-story\/6230\/revisions\/6242"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/media\/6241"}],"wp:attachment":[{"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/media?parent=6230"}],"wp:term":[{"taxonomy":"web_story_category","embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web_story_category?post=6230"},{"taxonomy":"web_story_tag","embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web_story_tag?post=6230"}],"wp:lock":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/web-story\/6230\/lock"}],"wp:publisherlogo":[{"embeddable":true,"href":"https:\/\/www.pickl.ai\/blog\/wp-json\/web-stories\/v1\/media\/935"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}