1127 lines
55 KiB
HTML
1127 lines
55 KiB
HTML
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<!DOCTYPE HTML>
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<!-- BEGIN html -->
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<html>
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<head>
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<style>
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.sitetk {
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background: url(//images.tmcnet.com/tmc/tmcnw/tmc_tp_hdr.gif) top repeat-x;
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padding: 0px 5px;
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position: relative;
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}
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.sitetk .tmcpromolft {
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width: 180px;
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position: fixed;
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left: 50%;
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top: 150px;
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margin-left: -788px;
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}
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.sitetk .tmcpromort {
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width: 180px;
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position: fixed;
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left: 50%;
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top: 150px;
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margin-left: 628px;
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}
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@media only screen and (max-width: 1250px) {
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.sitetk {
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display: none;
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}
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.sitetk .tmcpromolft {
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display: none;
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}
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.sitetk .tmcpromort {
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display: none;
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}
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}
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</style>
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<style>
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#viewette {
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display:block;
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/* viewette
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width: 600px;
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height: 550px;
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*/
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width: 1000px;
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height: 700px;
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overflow:hidden;
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border:none;
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}
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/* The Modal (background) */
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.vmodal {
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display: none; /* Hidden by default */
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position: fixed; /* Stay in place */
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z-index: 99999; /* Sit on top */
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padding-top: 100px; /* Location of the box */
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left: 0;
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top: 0;
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width: 100%; /* Full width */
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height: 100%; /* Full height */
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overflow: auto; /* Enable scroll if needed */
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background-color: rgb(0,0,0); /* Fallback color */
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background-color: rgba(0,0,0,0.5); /* Black w/ opacity */
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}
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/* Modal Content */
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.vmodal-content {
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background-color: #fefefe;
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margin: auto;
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padding: 20px;
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border: 1px solid #888;
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width: 1040px;
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}
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/* The Close Button */
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.vmodalclose {
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color: #aaaaaa;
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float: left;
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font-size: 28px;
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font-weight: bold;
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}
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.vmodalclose:hover,
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.vmodalclose:focus {
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color: #000;
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text-decoration: none;
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cursor: pointer;
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}
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</style>
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<!-- The Modal -->
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<div id="vModal" class="vmodal">
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<!-- Modal content -->
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<div class="vmodal-content">
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<span class="vmodalclose">×</span>
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<p> <center> <iframe id="viewette" frameBorder="0" scrolling="no"></iframe></center></p>
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</div>
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</div>
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<script>
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// Get the modal
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var vmodal = document.getElementById("vModal");
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// Get the <span> element that closes the modal
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var vmspan = document.getElementsByClassName("vmodalclose")[0];
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if (//true ||
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//location.href=="https://www.tmcnet.com/topics/articles/2021/04/20/448616-what-defi-what-should-know-it.htm" ||
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document.cookie.toString().indexOf("popnow=yes")<0) {
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document.getElementById("viewette").src="//www.tmcnet.com/enews/enewspop.html"; //"//www.tmcnet.com/viewette.aspx";
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//document.getElementById("viewette").src="//www.tmcnet.com/viewette.aspx";
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vmodal.style.display = "block";
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// also can dismiss with esc key
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onkeyup = function(evt) {
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evt = evt || window.event;
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if (evt.keyCode == 27) {
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vmodal.style.display = "none";
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}
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}
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}
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// When the user clicks on <span> (x), close the modal
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vmspan.onclick = function () {
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vmodal.style.display = "none";
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}
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// When the user clicks anywhere outside of the modal, close it
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window.onclick = function(event) {
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if (event.target == vmodal) {
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vmodal.style.display = "none";
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}
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}
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</script>
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<!--
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<zscript>
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document.cookie = "poptmcpop=poptmcpop";
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cookieGood = (document.cookie.toString().indexOf("poptmcpop=poptmcpop") >= 0);
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if (navigator.cookieEnabled && cookieGood && document.cookie.toString().indexOf("popnow=yes")<0) {
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//************** SPLASH **************//
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location.href="http://www.tmcnet.com/viewette.aspx?u=http%3a%2f%2fwww.tmcnet.com%2fusubmit%2f2016%2f10%2f27%2f8443520.htm&kw=0";
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}
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</zscript>
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-->
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<meta http-equiv="Content-Security-Policy" content="upgrade-insecure-requests">
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<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1" />
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<script>
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var loc = window.location.href + '';
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// for now only flip for www.tmcnet.com
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if (window.location.href.indexOf('http://www.tmcnet.com') == 0) {
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window.location.href = loc.replace('http://', 'https://');
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}
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</script>
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<link type="text/css" rel="stylesheet" href="//images.tmcnet.com/tmc/css/reset.css" />
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<link type="text/css" rel="stylesheet" href="https://images.tmcnet.com/js/fonts/font-awesome.min.css" />
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<link type="text/css" rel="stylesheet" href="//images.tmcnet.com/tmc/css/main-stylesheet.css" />
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<script language="javascript" src="//images.tmcnet.com/js/default_OAS.js"></script>
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<title>Datadog Announces Machine-Learning Based Anomaly Detection For Cloud Applications</title>
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<meta property="og:image" content="https://images.tmcnet.com/tmc/world.jpg" />
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<meta name="twitter:image:src" content="https://images.tmcnet.com/tmc/world.jpg" />
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<meta name="twitter:card" content="summary_large_image" />
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<link rel="stylesheet" href="https://images.tmcnet.com/tmc/topnav/tmcnews.css" type="text/css" />
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<script language='javascript'>var VarBucketNo=0;</script>
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</head>
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<!-- BEGIN body -->
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<body>
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<div class="sitetk">
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<div class="tmcpromolft">
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<div id='x90' style='height:600px; width:160px;'></div>
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</div>
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<div class="tmcpromort">
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<div id='x91' style='height:600px; width:160px;'></div>
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</div>
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</div>
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<input name="ZZZReferrerZZZ" type="hidden" id="ZZZReferrerZZZ" />
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<div class="boxed active">
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<!--- header header header --->
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<a href="#dat-menu" class="tz-menu-toggle"><i class="fa fa-bars"></i> Menu</a>
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<div class="top-blk-nav">
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<div class="search">
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<div class="mininav"> <a href="/tmcnet/contacts.aspx">CONTACT</a> | <a href="/login.aspx">LOGIN </a> | <a href="/register.aspx">SIGNUP</a> | <a href="/enews/subs.aspx">NEWSLETTERS </a> | <a href="/webinar/">WEBINARS </a></div>
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<div class="met_menu_search_wrapper">
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<div style="padding-top:3px;">
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<form name="searchb" method="get" action="https://www.tmcnet.com/query/searchresults.aspx" >
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<div class="lftbx">
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<input name="searchstring" border="0" type="text" value="Type here to Search TMCnet" onFocus="this.value='';" class="input-butt" />
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</div>
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<div id="searchButton" class="rtbx">
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<input name="Action" class="img-pad" onClick="document.cse-search-box.submit()" src="https://images.tmcnet.com/tmc/vertical/iot/images/srch_button_csu.png" width="18" type="image">
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</div>
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</form>
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</div>
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</div>
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</div>
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</div>
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<header class="header">
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<!-- BEGIN .wrapper -->
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<div class="wrapper">
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<div class="header-left">
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<div class="header-logo"> <a href="/"><img src="https://images.tmcnet.com/tmc/tmcnw/tmcnet_logo_nw.png" width="130" alt="TMCnet" /></a> </div>
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<div class="header-socials"> <a href="https://twitter.com/tmcnet"><i class="fa fa-twitter"></i></a> <a href="https://www.facebook.com/tmcnetcom"><i class="fa fa-facebook"></i></a> <a href="https://www.linkedin.com/company/tmc_60911/"><i class="fa fa-linkedin"></i></a> <a href="https://www.youtube.com/user/TMCnetVideos/videos"><i class="fa fa-youtube"></i></a> <a href="/enews/subs.aspx"><i class="fa fa-envelope"></i></a> </div>
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</div>
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<div class="header-right">
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<nav class="main-menu">
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<ul class="load-responsive" rel="Main Menu">
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<li class="has-ot-mega-menu"><a href="/community/"><span>Communities <strong>Build Your Own</strong></span></a>
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<ul class="ot-mega-menu">
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<li class="ot-dropdown menu-item">
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<ul class="widget-menu widget">
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<li> <a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/business-voip/" title="Business VoIP">» Business VoIP </a></li>
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<li><a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/call-center-management/" title="Call Center Management">» Call Center Management</a></li>
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<li><a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/call-center-scheduling/" title="Call Center Scheduling">» Call Center Scheduling</a></li>
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<li><a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/call-center-qa/" title="Call Center QA">» Call Center QA</a></li>
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</ul>
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</li>
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<li class="ot-dropdown menu-item">
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<ul class="widget-menu widget">
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<li><a target="_blank" rel="nofollow" href="https://www.sdwanresource.com/" title="SD-WAN">» SD-WAN</a></li>
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<li><a target="_blank" rel="nofollow" href="//www.shapinginfluence.com/" title="Shaping Influence">» Shaping Influence</a></li>
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<li><a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/tmc-insight.html" title="TMC Insight">» TMC Insight</a></li>
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</ul>
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</li>
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<li class="ot-dropdown menu-item">
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<ul class="widget-menu widget">
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<li><a target="_blank" rel="nofollow" href="https://www.tmcnet.com/channels/virtual-pbx/" title="Virtual PBX">» Virtual PBX</a></li>
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<li><a target="_blank" rel="nofollow" href="//www.workforcemanagementtoday.com/" title="Workforce Management">» Workforce Management</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li><a href="/magazines/publications.aspx"><span>Publications<strong>Tech Magazines</strong></span></a>
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<ul>
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<li><a href="//www.tmcnet.com/voip/"><i class="fa fa-angle-double-right"></i> Internet Telephony Magazine</a></li>
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<li><a href="//www.customerzone360.com/magazine/"><i class="fa fa-angle-double-right"></i> CUSTOMER </a></li>
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<li><a href="//cloud-computing.tmcnet.com/"><i class="fa fa-angle-double-right"></i> Cloud Computing Magazine</a></li>
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<li><a href="//www.iotevolutionworld.com/"><i class="fa fa-angle-double-right"></i> IoT EVOLUTION MAGAZINE</a></li>
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</ul>
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<li class="has-ot-mega-menu"><a href="//www.tmcnet.com/tmcnet/futureshows.aspx"><span>Events<strong>TechSuperShow</strong></span></a>
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<li class="ot-dropdown menu-item">
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<ul class="widget">
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<li>
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<div class="article-block">
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<div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.aiagentevent.com/east/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.aiagentevent.com/east/" title="AI Agent Event">AI Agent Event</a> </h4>
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<span>February 9-11, 2027</span> </div>
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</div>
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<div class="item">
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<div class="item-header"> <a target="_blank" href="//www.mspexpo.com/east" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="//www.mspexpo.com/east" title="MSPEXPO">MSPEXPO</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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<div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.futureofcxexpo.com/east/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.futureofcxexpo.com/east/" title="Future of CX Expo">Future of CX Expo </a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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</div>
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</li>
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</ul>
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</li>
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<li class="ot-dropdown menu-item">
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<ul class="widget">
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<li>
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<div class="article-block">
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<div class="item">
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<div class="item-header"> <a target="_blank" href="//www.itexpo.com" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="//www.itexpo.com" title="The World's Communications Conference and Expo" >ITEXPO</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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<div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.itexpo.com/east/generative-ai-expo/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.itexpo.com/east/generative-ai-expo/" title="Generative AI Expo">Generative AI Expo</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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<div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.enterprisecybersecurityexpo.com/east/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.enterprisecybersecurityexpo.com/east/" title="Enterprise Cybersecurity Expo" target="_blank">Enterprise Cybersecurity Expo</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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</div>
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</li>
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</ul>
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<li class="ot-dropdown menu-item">
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<ul class="widget">
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<li>
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<div class="article-block">
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<div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.enterprisecommunicationssummit.com/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.enterprisecommunicationssummit.com/" title="Enterprise Communications Summit" target="_blank">Enterprise Communications Summit</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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<div class="item">
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<div class="item-header"> <a target="_blank" href="//www.y2qsummit.com/east/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="//www.y2qsummit.com/east/" title="IoT Evolution Expo">Y2Q Summit</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>
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<!--<div class="item">
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<div class="item-header"> <a target="_blank" href="//www.6gexpo.com/" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.6gexpo.com" title="6G EXPO">6G EXPO</a> </h4>
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<span>February 9-11, 2027 </span> </div>
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</div>-->
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<!-- <div class="item">
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<div class="item-header"> <a target="_blank" href="https://www.intelligentvideoexpo.com" class="image-hover"> <i class="fa fa-calendar fa-2x"></i></a></div>
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<div class="item-content">
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<h4><a target="_blank" href="https://www.intelligentvideoexpo.com/east/" title="https://www.intelligentvideoexpo.com/east/">Intelligent Video Expo</a></h4>
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<span>February 9-11, 2027 </span> </div>
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</div>-->
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</div>
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</li>
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</ul>
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<li><a href="https://www.tmcnet.com/awards/"><span>Awards<strong>Apply now</strong></span></a></li>
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<li><a href="/tmcnet/industries/"><span>Technologies<strong>Industries</strong></span></a>
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<ul class="sub-menu">
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<li><a href="//www.customerzone360.com" title="Customerzone360" target="_blank" ><i class="fa fa-angle-double-right"></i> CustomerZone360</a></li>
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<li><a href="https://www.futureofworknews.com/" title="FUTURE OF WORK NEWS" target="_blank"><i class="fa fa-angle-double-right"></i> Future of Work</a></li>
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<li><a href="//www.healthtechzone.com" title="Healthcare Technology" target="_blank" ><i class="fa fa-angle-double-right"></i> HealthTechzone </a></li>
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<li><a href="//www.techzone360.com/" title="TechZone360" target="_blank"><i class="fa fa-angle-double-right"></i> TechZone360</a></li>
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<li><a href="//www.genaitoday.ai/" title="GenAI Today" target="_blank"><i class="fa fa-angle-double-right"></i> GenAI Today</a></li>
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<li><a href="//www.webrtcworld.com/" title="WebRTC World" target="_blank"><i class="fa fa-angle-double-right"></i> WebRTC World</a></li>
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<title>Datadog Announces Machine-Learning Based Anomaly Detection For Cloud Applications</title>
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<td align="left"><strong>[October 27, 2016]</strong></td>
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<td align="right"><a href=http://www.businesswire.com/><img border=0 src=//www.tmcnet.com/usubmit/images/Powered-by-Business-Wire-5.gif></a></td>
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<h1>Datadog Announces Machine-Learning Based Anomaly Detection For Cloud Applications</h1>
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<a rel="nofollow" href="http://cts.businesswire.com/ct/CT?id=smartlink&url=https%3A%2F%2Fwww.datadoghq.com%2F&esheet=51448064&newsitemid=20161027005319&lan=en-US&anchor=Datadog&index=1&md5=1af218307ef19d5a3a5d56bb0e99ec2a" rel="nofollow">Datadog</a>,
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|
the essential monitoring service for modern cloud environments, today
|
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announced the release of a new machine-learning based feature called
|
|
Anomaly Detection. This will allow engineering teams to quickly identify
|
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abnormal behavior within rapidly changing cloud environments, based on
|
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historical patterns that are impossible to track manually.
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</p>
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<p>
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"We are analyzing nearly a trillion data points every day coming from
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some of the largest companies in the world," said Homin Lee, Lead Data
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Scientist at Datadog. "Our algorithms are rooted in classic statistical
|
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models but have been heavily adapted and optimized by Datadog for
|
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monitoring cloud applications."
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</p>
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<p>
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Anomaly Detection works by constantly analyzing historical application
|
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performance data, in order to evaluate whether the current state is to
|
|
be expected by comparison. This is different from traditional monitoring
|
|
solutions that pre-define what should be considered normal behavior of
|
|
the application, without taking into consideration seasonality and
|
|
trends. Application throughput, web requests, user logins and other
|
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top-level metrics all have pronounced peaks and valleys, and those
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fluctuations make it diffcult to manually set sensible thresholds for
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alerting or investigation.
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"It can be challenging to manually configure alerts for metrics which
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change throughout the day, week, or year," said Igor Serebryany,
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Developer Happiness Engineer at Airbnb. "Anomaly detection helps us
|
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respond to issues more quickly, while avoiding needlessly paging our
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engineers."
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<p>
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Another existing function of Datadog's alerting engine is a feature
|
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called Outlier Detection, which triggers an alert when a server is
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behaving significantly different from its counterparts at a given
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moment. Combined with the algorithmic alerting of Anomaly Detection and
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Datadog's dashboarding technology, engineering teams gain deep insights
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into how their application is performing.
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<span ><b>Additional Information</b></span>
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</p>
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<ul>
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<li >
|
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Anomaly Detection is available immediately for Datadog customers.
|
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</li>
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<li >
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Read the blog post <a rel="nofollow" href="http://cts.businesswire.com/ct/CT?id=smartlink&url=https%3A%2F%2Fwww.datadoghq.com%2Fblog%2Fintroducing-anomaly-detection-datadog%2F&esheet=51448064&newsitemid=20161027005319&lan=en-US&anchor=here&index=2&md5=1d3e25b021e846f77d9cdaafd422ad1d" rel="nofollow">here</a>.
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<li >
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Watch the video on how it works <a rel="nofollow" href="http://cts.businesswire.com/ct/CT?id=smartlink&url=https%3A%2F%2Fvimeo.com%2F188833506%2Fc4cab1b8c1&esheet=51448064&newsitemid=20161027005319&lan=en-US&anchor=here&index=3&md5=9d154e08a974c7452b1cc357d7eb9613" rel="nofollow">here</a>.
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<span ><b>About Datadog</b></span>
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<a rel="nofollow" href="http://cts.businesswire.com/ct/CT?id=smartlink&url=https%3A%2F%2Fwww.datadoghq.com%2F&esheet=51448064&newsitemid=20161027005319&lan=en-US&anchor=Datadog&index=4&md5=021c1f8acd68eccba20a304bb270f16c" rel="nofollow">Datadog</a>
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is the world's leading monitoring service for cloud-scale applications,
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bringing together data from servers, databases, tools, and services to
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present a unified view of your entire stack. These capabilities are
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provided on a <!--ZZZLinkBegZZZ-->SaaS (<a href="https://www.tmcnet.com/tmcnet/snapshots/snapshots.aspx?Company=SaaS">News</a> - <a href="https://www.tmcnet.com/enews/subs.aspx?k1=%22SaaS%22&k2=+%22software+as+a+service%22">Alert</a>)<!--ZZZLinkEndZZZ-->-based data analytics platform that enables Dev and
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time. Since launching in 2010, Datadog has been adopted by thousands of
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