{"id":2729,"date":"2025-06-06T09:28:51","date_gmt":"2025-06-06T09:28:51","guid":{"rendered":"https:\/\/diznr.com\/?p=2729"},"modified":"2025-06-06T09:28:51","modified_gmt":"2025-06-06T09:28:51","slug":"internal-clock-synchronization-mechanism-in-distributed-system-clock-synchronization-time-computer","status":"publish","type":"post","link":"https:\/\/www.reilsolar.com\/pdf\/internal-clock-synchronization-mechanism-in-distributed-system-clock-synchronization-time-computer\/","title":{"rendered":"Internal Clock Synchronization Mechanism in Distributed System clock synchronization computer time"},"content":{"rendered":"<p>Internal Clock Synchronization Mechanism in Distributed System clock synchronization computer time<\/p>\n<p>[fvplayer id=&#8221;86&#8243;]<\/p>\n<p data-start=\"0\" data-end=\"408\">In a <strong data-start=\"5\" data-end=\"27\">distributed system<\/strong>, internal clock synchronization is crucial to ensure that all nodes maintain a consistent and accurate sense of time. Since each computer in a distributed system has its own internal clock, slight differences (clock drift) occur due to hardware variations and environmental factors. <strong data-start=\"311\" data-end=\"347\">Clock synchronization mechanisms<\/strong> help minimize these differences and keep all clocks in sync.<\/p>\n<h3 data-start=\"410\" data-end=\"471\"><strong data-start=\"414\" data-end=\"471\">Types of Clock Synchronization in Distributed Systems<\/strong><\/h3>\n<p data-start=\"472\" data-end=\"531\">Clock synchronization is broadly classified into two types:<\/p>\n<ol data-start=\"532\" data-end=\"756\">\n<li data-start=\"532\" data-end=\"631\"><strong data-start=\"535\" data-end=\"563\">External Synchronization<\/strong>: Synchronizes clocks with an external time source (e.g., NTP, GPS).<\/li>\n<li data-start=\"632\" data-end=\"756\"><strong data-start=\"635\" data-end=\"663\">Internal Synchronization<\/strong>: Ensures that the clocks of all nodes in a system stay within a certain bound of each other.<\/li>\n<\/ol>\n<h3 data-start=\"758\" data-end=\"807\"><strong data-start=\"762\" data-end=\"807\">Internal Clock Synchronization Mechanisms<\/strong><\/h3>\n<p data-start=\"808\" data-end=\"866\">Several algorithms help maintain internal synchronization:<\/p>\n<h4 data-start=\"868\" data-end=\"900\">1. <strong data-start=\"876\" data-end=\"900\">Cristian\u2019s Algorithm<\/strong><\/h4>\n<ul data-start=\"904\" data-end=\"1076\">\n<li data-start=\"904\" data-end=\"949\">A process requests time from a time server.<\/li>\n<li data-start=\"953\" data-end=\"997\">The server responds with the current time.<\/li>\n<li data-start=\"1001\" data-end=\"1076\">The process adjusts its clock considering the message transmission delay.<\/li>\n<\/ul>\n<h4 data-start=\"1078\" data-end=\"1110\">2. <strong data-start=\"1086\" data-end=\"1110\">Berkeley\u2019s Algorithm<\/strong><\/h4>\n<ul data-start=\"1114\" data-end=\"1322\">\n<li data-start=\"1114\" data-end=\"1175\">A master node polls all nodes in the system for their time.<\/li>\n<li data-start=\"1179\" data-end=\"1253\">It computes an average time and instructs each node to adjust its clock.<\/li>\n<li data-start=\"1257\" data-end=\"1322\">Suitable for systems without access to an external time source.<\/li>\n<\/ul>\n<h4 data-start=\"1324\" data-end=\"1381\">3. <strong data-start=\"1332\" data-end=\"1381\">Happened-Before Relation (Lamport Timestamps)<\/strong><\/h4>\n<ul data-start=\"1385\" data-end=\"1488\">\n<li data-start=\"1385\" data-end=\"1419\">Used in logical synchronization.<\/li>\n<li data-start=\"1423\" data-end=\"1488\">Ensures that causally related events follow a consistent order.<\/li>\n<\/ul>\n<h4 data-start=\"1490\" data-end=\"1515\">4. <strong data-start=\"1498\" data-end=\"1515\">Vector Clocks<\/strong><\/h4>\n<ul data-start=\"1519\" data-end=\"1630\">\n<li data-start=\"1519\" data-end=\"1550\">Extends Lamport\u2019s timestamps.<\/li>\n<li data-start=\"1554\" data-end=\"1630\">Each process maintains a vector of counters to track causal relationships.<\/li>\n<\/ul>\n<h4 data-start=\"1632\" data-end=\"1671\">5. <strong data-start=\"1640\" data-end=\"1671\">Network Time Protocol (NTP)<\/strong><\/h4>\n<ul data-start=\"1675\" data-end=\"1784\">\n<li data-start=\"1675\" data-end=\"1717\">Used in large-scale distributed systems.<\/li>\n<li data-start=\"1721\" data-end=\"1784\">Synchronizes system clocks using a hierarchy of time sources.<\/li>\n<\/ul>\n<h3 data-start=\"1786\" data-end=\"1804\"><strong data-start=\"1790\" data-end=\"1804\">Conclusion<\/strong><\/h3>\n<p data-start=\"1805\" data-end=\"2120\">Internal clock synchronization ensures consistency in <strong data-start=\"1859\" data-end=\"1877\">event ordering<\/strong>, <strong data-start=\"1879\" data-end=\"1899\">data consistency<\/strong>, and <strong data-start=\"1905\" data-end=\"1924\">fault tolerance<\/strong> in distributed systems. Algorithms like <strong data-start=\"1965\" data-end=\"1994\">Berkeley\u2019s and Cristian\u2019s<\/strong> help maintain accurate synchronization, while logical clocks like <strong data-start=\"2061\" data-end=\"2090\">Lamport and Vector Clocks<\/strong> help maintain event ordering.<\/p>\n<p data-start=\"2122\" data-end=\"2190\" data-is-last-node=\"\" data-is-only-node=\"\">Would you like a <strong data-start=\"2139\" data-end=\"2163\">detailed explanation<\/strong> of any specific algorithm?<\/p>\n<p data-start=\"0\" data-end=\"191\">In a <strong data-start=\"5\" data-end=\"27\">Distributed System<\/strong>, different nodes (computers) work together but do <strong data-start=\"78\" data-end=\"115\">not share a common physical clock<\/strong>. To coordinate operations correctly, <strong data-start=\"153\" data-end=\"178\">clock synchronization<\/strong> is critical.<\/p>\n<p data-start=\"193\" data-end=\"303\">Here&#8217;s a comprehensive explanation of the <strong data-start=\"235\" data-end=\"279\">Internal Clock Synchronization Mechanism<\/strong> in distributed systems:<\/p>\n<hr data-start=\"305\" data-end=\"308\" \/>\n<h2 data-start=\"310\" data-end=\"369\">\ud83d\udd52 What is Clock Synchronization in Distributed Systems?<\/h2>\n<p data-start=\"371\" data-end=\"500\">In distributed systems, each computer has its <strong data-start=\"417\" data-end=\"439\">own internal clock<\/strong>. However, these clocks can <strong data-start=\"467\" data-end=\"482\">drift apart<\/strong> over time due to:<\/p>\n<ul data-start=\"502\" data-end=\"556\">\n<li data-start=\"502\" data-end=\"524\">\n<p data-start=\"504\" data-end=\"524\">Hardware differences<\/p>\n<\/li>\n<li data-start=\"525\" data-end=\"542\">\n<p data-start=\"527\" data-end=\"542\">Network latency<\/p>\n<\/li>\n<li data-start=\"543\" data-end=\"556\">\n<p data-start=\"545\" data-end=\"556\">System load<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"558\" data-end=\"657\">So, we need <strong data-start=\"570\" data-end=\"605\">clock synchronization protocols<\/strong> to keep their <strong data-start=\"620\" data-end=\"648\">logical or physical time<\/strong> in sync.<\/p>\n<hr data-start=\"659\" data-end=\"662\" \/>\n<h2 data-start=\"664\" data-end=\"698\">\ud83d\udd27 Two Types of Synchronization<\/h2>\n<div class=\"_tableContainer_16hzy_1\">\n<div class=\"_tableWrapper_16hzy_14 group flex w-fit flex-col-reverse\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"700\" data-end=\"1111\">\n<thead data-start=\"700\" data-end=\"792\">\n<tr data-start=\"700\" data-end=\"792\">\n<th data-start=\"700\" data-end=\"727\" data-col-size=\"sm\">Type<\/th>\n<th data-start=\"727\" data-end=\"792\" data-col-size=\"md\">Description<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"886\" data-end=\"1111\">\n<tr data-start=\"886\" data-end=\"991\">\n<td data-start=\"886\" data-end=\"917\" data-col-size=\"sm\"><strong data-start=\"888\" data-end=\"916\">External Synchronization<\/strong><\/td>\n<td data-start=\"917\" data-end=\"991\" data-col-size=\"md\">Synchronizing clocks with an external source (e.g., GPS or NTP server)<\/td>\n<\/tr>\n<tr data-start=\"992\" data-end=\"1111\">\n<td data-start=\"992\" data-end=\"1023\" data-col-size=\"sm\"><strong data-start=\"994\" data-end=\"1022\">Internal Synchronization<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"1023\" data-end=\"1111\">Synchronizing clocks with <strong data-start=\"1051\" data-end=\"1065\">each other<\/strong>, to maintain a consistent time across nodes<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"sticky end-(--thread-content-margin) h-0 self-end select-none\">\n<div class=\"absolute end-0 flex items-end\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p data-start=\"1113\" data-end=\"1169\">Here, we\u2019ll focus on <strong data-start=\"1134\" data-end=\"1168\">Internal Clock Synchronization<\/strong>.<\/p>\n<hr data-start=\"1171\" data-end=\"1174\" \/>\n<h2 data-start=\"1176\" data-end=\"1223\">\u2699\ufe0f Internal Clock Synchronization Mechanisms<\/h2>\n<h3 data-start=\"1225\" data-end=\"1256\">1. <strong data-start=\"1232\" data-end=\"1256\">Cristian\u2019s Algorithm<\/strong><\/h3>\n<ul data-start=\"1257\" data-end=\"1448\">\n<li data-start=\"1257\" data-end=\"1448\">\n<p data-start=\"1259\" data-end=\"1327\">A node contacts a <strong data-start=\"1277\" data-end=\"1292\">time server<\/strong> and estimates its current time by:<\/p>\n<ul data-start=\"1330\" data-end=\"1448\">\n<li data-start=\"1330\" data-end=\"1349\">\n<p data-start=\"1332\" data-end=\"1349\">Sending a request<\/p>\n<\/li>\n<li data-start=\"1352\" data-end=\"1385\">\n<p data-start=\"1354\" data-end=\"1385\">Measuring round-trip time (RTT)<\/p>\n<\/li>\n<li data-start=\"1388\" data-end=\"1448\">\n<p data-start=\"1390\" data-end=\"1448\">Adjusting its clock based on server time minus half of RTT<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p data-start=\"1450\" data-end=\"1464\"><strong data-start=\"1450\" data-end=\"1461\">Formula<\/strong>:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none rounded-t-[5px]\">ini<\/div>\n<div class=\"sticky top-9\">\n<div class=\"absolute end-0 bottom-0 flex h-9 items-center pe-2\">\n<div class=\"bg-token-sidebar-surface-primary text-token-text-secondary dark:bg-token-main-surface-secondary flex items-center rounded-sm px-2 font-sans text-xs\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><span class=\"\" data-state=\"closed\"><button class=\"flex items-center gap-1 px-4 py-1 select-none\">Edit<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"whitespace-pre!\"><span class=\"hljs-attr\">T<\/span> = Tserver + (RTT \/ <span class=\"hljs-number\">2<\/span>)<br \/>\n<\/code><\/div>\n<\/div>\n<h3 data-start=\"1498\" data-end=\"1529\">2. <strong data-start=\"1505\" data-end=\"1529\">Berkeley\u2019s Algorithm<\/strong><\/h3>\n<ul data-start=\"1530\" data-end=\"1711\">\n<li data-start=\"1530\" data-end=\"1578\">\n<p data-start=\"1532\" data-end=\"1578\">A master node polls all nodes for their times.<\/p>\n<\/li>\n<li data-start=\"1579\" data-end=\"1633\">\n<p data-start=\"1581\" data-end=\"1633\">It <strong data-start=\"1584\" data-end=\"1612\">computes an average time<\/strong> (ignoring outliers).<\/p>\n<\/li>\n<li data-start=\"1634\" data-end=\"1711\">\n<p data-start=\"1636\" data-end=\"1711\">It then tells each node how to <strong data-start=\"1667\" data-end=\"1687\">adjust its clock<\/strong> (positive or negative).<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1713\" data-end=\"1793\">\u2705 Suitable for <strong data-start=\"1728\" data-end=\"1756\">internal synchronization<\/strong> (no need for an external reference).<\/p>\n<h3 data-start=\"1795\" data-end=\"1863\">3. <strong data-start=\"1802\" data-end=\"1833\">Network Time Protocol (NTP)<\/strong> \u2013 Also supports Internal Sync<\/h3>\n<ul data-start=\"1864\" data-end=\"2080\">\n<li data-start=\"1864\" data-end=\"1966\">\n<p data-start=\"1866\" data-end=\"1966\">Though mainly used for external sync, NTP also allows distributed nodes to <strong data-start=\"1941\" data-end=\"1965\">sync with each other<\/strong>.<\/p>\n<\/li>\n<li data-start=\"1967\" data-end=\"2036\">\n<p data-start=\"1969\" data-end=\"2036\">Uses a <strong data-start=\"1976\" data-end=\"2002\">hierarchical structure<\/strong> of time servers (stratum levels).<\/p>\n<\/li>\n<li data-start=\"2037\" data-end=\"2080\">\n<p data-start=\"2039\" data-end=\"2080\">Very accurate (to the millisecond level).<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2082\" data-end=\"2127\">4. <strong data-start=\"2089\" data-end=\"2127\">Lamport Timestamps (Logical Clock)<\/strong><\/h3>\n<ul data-start=\"2128\" data-end=\"2359\">\n<li data-start=\"2128\" data-end=\"2196\">\n<p data-start=\"2130\" data-end=\"2196\">Does <strong data-start=\"2135\" data-end=\"2162\">not rely on actual time<\/strong> but maintains <strong data-start=\"2177\" data-end=\"2195\">event ordering<\/strong>.<\/p>\n<\/li>\n<li data-start=\"2197\" data-end=\"2359\">\n<p data-start=\"2199\" data-end=\"2236\">Each process maintains a counter and:<\/p>\n<ul data-start=\"2239\" data-end=\"2359\">\n<li data-start=\"2239\" data-end=\"2278\">\n<p data-start=\"2241\" data-end=\"2278\">Increments its counter for each event<\/p>\n<\/li>\n<li data-start=\"2281\" data-end=\"2311\">\n<p data-start=\"2283\" data-end=\"2311\">Sends it along with messages<\/p>\n<\/li>\n<li data-start=\"2314\" data-end=\"2359\">\n<p data-start=\"2316\" data-end=\"2359\">Updates its clock to max(local, received)+1<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p data-start=\"2361\" data-end=\"2414\">\u2705 Ensures <strong data-start=\"2371\" data-end=\"2390\">causal ordering<\/strong> rather than exact time.<\/p>\n<h3 data-start=\"2416\" data-end=\"2440\">5. <strong data-start=\"2423\" data-end=\"2440\">Vector Clocks<\/strong><\/h3>\n<ul data-start=\"2441\" data-end=\"2585\">\n<li data-start=\"2441\" data-end=\"2476\">\n<p data-start=\"2443\" data-end=\"2476\">More advanced than Lamport clocks<\/p>\n<\/li>\n<li data-start=\"2477\" data-end=\"2535\">\n<p data-start=\"2479\" data-end=\"2535\">Maintains a <strong data-start=\"2491\" data-end=\"2513\">vector of counters<\/strong>, one for each process<\/p>\n<\/li>\n<li data-start=\"2536\" data-end=\"2585\">\n<p data-start=\"2538\" data-end=\"2585\">Tracks <strong data-start=\"2545\" data-end=\"2569\">causal relationships<\/strong> more accurately<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2587\" data-end=\"2590\" \/>\n<h2 data-start=\"2592\" data-end=\"2646\">\ud83d\udd0d Why Internal Clock Synchronization is Important?<\/h2>\n<ul data-start=\"2648\" data-end=\"2898\">\n<li data-start=\"2648\" data-end=\"2743\">\n<p data-start=\"2650\" data-end=\"2743\"><strong data-start=\"2650\" data-end=\"2668\">Event Ordering<\/strong>: Ensure that operations across nodes are performed in the correct sequence<\/p>\n<\/li>\n<li data-start=\"2744\" data-end=\"2813\">\n<p data-start=\"2746\" data-end=\"2813\"><strong data-start=\"2746\" data-end=\"2762\">Coordination<\/strong>: For distributed databases, mutual exclusion, etc.<\/p>\n<\/li>\n<li data-start=\"2814\" data-end=\"2898\">\n<p data-start=\"2816\" data-end=\"2898\"><strong data-start=\"2816\" data-end=\"2842\">Debugging &amp; Monitoring<\/strong>: Consistent timestamps help in logs and system analysis<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2900\" data-end=\"2903\" \/>\n<h2 data-start=\"2905\" data-end=\"2924\">\ud83e\udde0 Summary Table<\/h2>\n<div class=\"_tableContainer_16hzy_1\">\n<div class=\"_tableWrapper_16hzy_14 group flex w-fit flex-col-reverse\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2926\" data-end=\"3499\">\n<thead data-start=\"2926\" data-end=\"3006\">\n<tr data-start=\"2926\" data-end=\"3006\">\n<th data-start=\"2926\" data-end=\"2948\" data-col-size=\"sm\">Algorithm<\/th>\n<th data-start=\"2948\" data-end=\"2962\" data-col-size=\"sm\">Sync Type<\/th>\n<th data-start=\"2962\" data-end=\"2975\" data-col-size=\"sm\">Real Time?<\/th>\n<th data-start=\"2975\" data-end=\"3006\" data-col-size=\"sm\">Use Case<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"3088\" data-end=\"3499\">\n<tr data-start=\"3088\" data-end=\"3175\">\n<td data-start=\"3088\" data-end=\"3110\" data-col-size=\"sm\">Cristian\u2019s<\/td>\n<td data-start=\"3110\" data-end=\"3124\" data-col-size=\"sm\">Internal<\/td>\n<td data-start=\"3124\" data-end=\"3137\" data-col-size=\"sm\">Yes<\/td>\n<td data-start=\"3137\" data-end=\"3175\" data-col-size=\"sm\">Small networks with central server<\/td>\n<\/tr>\n<tr data-start=\"3176\" data-end=\"3256\">\n<td data-start=\"3176\" data-end=\"3198\" data-col-size=\"sm\">Berkeley\u2019s<\/td>\n<td data-start=\"3198\" data-end=\"3212\" data-col-size=\"sm\">Internal<\/td>\n<td data-col-size=\"sm\" data-start=\"3212\" data-end=\"3225\">Yes<\/td>\n<td data-col-size=\"sm\" data-start=\"3225\" data-end=\"3256\">No external time source<\/td>\n<\/tr>\n<tr data-start=\"3257\" data-end=\"3337\">\n<td data-start=\"3257\" data-end=\"3279\" data-col-size=\"sm\">Lamport Timestamps<\/td>\n<td data-col-size=\"sm\" data-start=\"3279\" data-end=\"3293\">Internal<\/td>\n<td data-col-size=\"sm\" data-start=\"3293\" data-end=\"3306\">No<\/td>\n<td data-col-size=\"sm\" data-start=\"3306\" data-end=\"3337\">Event ordering<\/td>\n<\/tr>\n<tr data-start=\"3338\" data-end=\"3418\">\n<td data-start=\"3338\" data-end=\"3360\" data-col-size=\"sm\">Vector Clocks<\/td>\n<td data-col-size=\"sm\" data-start=\"3360\" data-end=\"3374\">Internal<\/td>\n<td data-col-size=\"sm\" data-start=\"3374\" data-end=\"3387\">No<\/td>\n<td data-col-size=\"sm\" data-start=\"3387\" data-end=\"3418\">Causal event tracking<\/td>\n<\/tr>\n<tr data-start=\"3419\" data-end=\"3499\">\n<td data-start=\"3419\" data-end=\"3441\" data-col-size=\"sm\">NTP (with peers)<\/td>\n<td data-start=\"3441\" data-end=\"3455\" data-col-size=\"sm\">Both<\/td>\n<td data-start=\"3455\" data-end=\"3468\" data-col-size=\"sm\">Yes<\/td>\n<td data-start=\"3468\" data-end=\"3499\" data-col-size=\"sm\">Global and internal sync<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"sticky end-(--thread-content-margin) h-0 self-end select-none\">\n<div class=\"absolute end-0 flex items-end\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<hr data-start=\"3501\" data-end=\"3504\" \/>\n<p data-start=\"3506\" data-end=\"3632\" data-is-last-node=\"\" data-is-only-node=\"\">Would you like a <strong data-start=\"3523\" data-end=\"3534\">diagram<\/strong>, <strong data-start=\"3536\" data-end=\"3559\">code implementation<\/strong>, or <strong data-start=\"3564\" data-end=\"3606\">examples from real distributed systems<\/strong> like Cassandra or Hadoop?<\/p>\n<h3 data-start=\"3506\" data-end=\"3632\"><a href=\"http:\/\/econtent.in\/pacc.in\/admin\/contents\/71_MCS3_2020112309553977.pdf\" target=\"_blank\" rel=\"noopener\">Internal Clock Synchronization Mechanism in Distributed System clock synchronization computer time<\/a><\/h3>\n<h3 class=\"LC20lb MBeuO DKV0Md\"><a href=\"https:\/\/www.irjet.net\/archives\/V9\/i3\/IRJET-V9I3350.pdf\" target=\"_blank\" rel=\"noopener\">Clock Synchronization in Distributed Systems<\/a><\/h3>\n<h3 class=\"LC20lb MBeuO DKV0Md\"><a href=\"https:\/\/www.ripublication.com\/acst17\/acstv10n6_38.pdf\" target=\"_blank\" rel=\"noopener\">Comparative Study of Clock Synchronization Algorithms in &#8230;<\/a><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Internal Clock Synchronization Mechanism in Distributed System clock synchronization computer time [fvplayer id=&#8221;86&#8243;] In a distributed system, internal clock synchronization is crucial to ensure that all nodes maintain a consistent and accurate sense of time. Since each computer in a distributed system has its own internal clock, slight differences (clock drift) occur due to hardware [&hellip;]<\/p>\n","protected":false},"author":71,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[],"class_list":["post-2729","post","type-post","status-publish","format-standard","hentry","category-distributed-computing"],"_links":{"self":[{"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/posts\/2729","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/users\/71"}],"replies":[{"embeddable":true,"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/comments?post=2729"}],"version-history":[{"count":0,"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/posts\/2729\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/media?parent=2729"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/categories?post=2729"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.reilsolar.com\/pdf\/wp-json\/wp\/v2\/tags?post=2729"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}