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e&&e.length)return e.length;if("object"==typeof e){if("undefined"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if("undefined"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!("undefined"!=typeof FormData&&e instanceof FormData))try{return(0,I.A)(e).length}catch(e){return}}}var G=i(8139),F=i(7836),B=i(3434);const W={},z=["open","send"];function q(t){var r=t||F.ee;const n=function(e){return(e||F.ee).get("xhr")}(r);if(W[n.debugId]++)return n;W[n.debugId]=1,(0,G.u)(r);var i=(0,B.YM)(n),o=h.gm.XMLHttpRequest,a=h.gm.MutationObserver,s=h.gm.Promise,c=h.gm.setInterval,u="readystatechange",d=["onload","onerror","onabort","onloadstart","onloadend","onprogress","ontimeout"],l=[],f=h.gm.XMLHttpRequest=function(t){const r=new o(t),a=n.context(r);try{n.emit("new-xhr",[r],a),r.addEventListener(u,(s=a,function(){var 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t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=x,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener("load",(function(r){A(t,e)}),(0,T.jT)(!1)),h.lR||e.addEventListener("progress",(function(e){t.lastSize=e.loaded}),(0,T.jT)(!1))}function a(e){this.params={method:e[0]},he(this,e[1]),this.metrics={}}function s(t,r){e.loader_config.xpid&&this.sameOrigin&&r.setRequestHeader("X-NewRelic-ID",e.loader_config.xpid);var i=n.generateTracePayload(this.parsedOrigin);if(i){var o=!1;i.newrelicHeader&&(r.setRequestHeader("newrelic",i.newrelicHeader),o=!0),i.traceContextParentHeader&&(r.setRequestHeader("traceparent",i.traceContextParentHeader),i.traceContextStateHeader&&r.setRequestHeader("tracestate",i.traceContextStateHeader),o=!0),o&&(this.dt=i)}}function c(e,r){var n=this.metrics,i=e[0],o=this;if(n&&i){var a=V(i);a&&(n.txSize=a)}this.startTime=(0,E.t)(),this.body=i,this.listener=function(e){try{"abort"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),("load"!==e.type||o.called===o.totalCbs&&(o.onloadCalled||"function"!=typeof r.onload)&&"function"==typeof o.end)&&o.end(r)}catch(e){try{t.emit("internal-error",[e])}catch(e){}}};for(var s=0;s1?e[1]=o:e.push(o)}}function s(e,t){var r=!1;return t.newrelicHeader&&(e.set("newrelic",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set("traceparent",t.traceContextParentHeader),t.traceContextStateHeader&&e.set("tracestate",t.traceContextStateHeader),r=!0),r}}function y(e,t){this.params={},this.metrics={},this.startTime=(0,E.t)(),this.dt=t,e.length>=1&&(this.target=e[0]),e.length>=2&&(this.opts=e[1]);var r,n=this.opts||{},i=this.target;"string"==typeof i?r=i:"object"==typeof i&&i instanceof de?r=i.url:h.gm?.URL&&"object"==typeof i&&i instanceof URL&&(r=i.href),he(this,r);var o=(""+(i&&i instanceof de&&i.method||n.method||"GET")).toUpperCase();this.params.method=o,this.body=n.body,this.txSize=V(n.body)||0}function w(e,t){if(this.endTime=(0,E.t)(),this.params||(this.params={}),(0,se.iW)(this.params))return;let n;this.params.status=t?t.status:0,"string"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);const i={txSize:this.txSize,rxSize:n,duration:(0,E.t)()-this.startTime};r("xhr",[this.params,i,this.startTime,this.endTime,"fetch"],this,o.K.ajax)}function x(e){const t=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(let t=0;t{const t=e.getEntries();(0,R.p)(be,[t],void 0,o.K.sessionTrace,r)})),n.observe({type:ye,buffered:!0})}catch(e){}this.importAggregator(e,{resourceObserver:n})}}var Ne=i(2614);class Oe extends v{static featureName=t.TZ;#i;#o;constructor(e,r=!0){let n;super(e,t.TZ,r),this.replayRunning=!1,this.#o=e;try{n=JSON.parse(localStorage.getItem("".concat(Ne.H3,"_").concat(Ne.uh)))}catch(e){}(0,p.SR)(e.agentIdentifier)&&this.ee.on(t.G4.RECORD,(()=>this.#a())),this.#s(n)?(this.#i=n?.sessionReplayMode,this.#c()):this.importAggregator(e),this.ee.on("err",(e=>{this.replayRunning&&(this.errorNoticed=!0,(0,R.p)(t.G4.ERROR_DURING_REPLAY,[e],void 0,this.featureName,this.ee))})),this.ee.on(t.G4.REPLAY_RUNNING,(e=>{this.replayRunning=e}))}#s(e){return e&&(e.sessionReplayMode===Ne.g.FULL||e.sessionReplayMode===Ne.g.ERROR)||(0,p.Aw)(this.agentIdentifier)}#u=!1;async#c(e){if(!this.#u){this.#u=!0;try{const{Recorder:t}=await Promise.all([i.e(478),i.e(249)]).then(i.bind(i,2496));this.recorder??=new t({mode:this.#i,agentIdentifier:this.agentIdentifier,trigger:e,ee:this.ee}),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording}catch(e){}this.importAggregator(this.#o,{recorder:this.recorder,errorNoticed:this.errorNoticed})}}#a(){this.featAggregate?this.featAggregate.mode!==Ne.g.FULL&&this.featAggregate.initializeRecording(Ne.g.FULL,!0):(this.#i=Ne.g.FULL,this.#c(t.Qb.API),this.recorder&&this.recorder.parent.mode!==Ne.g.FULL&&(this.recorder.parent.mode=Ne.g.FULL,this.recorder.stopRecording(),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording))}}var _e=i(3962);class Ie extends v{static featureName=_e.TZ;constructor(e,t=!0){if(super(e,_e.TZ,t),!h.RI||!(0,w.dV)().o.MO)return;const r=me(this.ee),n=(0,G.u)(this.ee),i=()=>(0,R.p)("newURL",[(0,E.t)(),""+window.location],void 0,this.featureName,this.ee);r.on("pushState-end",i),r.on("replaceState-end",i);try{this.removeOnAbort=new AbortController}catch(e){}(0,T.sp)("popstate",(e=>(0,R.p)("newURL",[e.timeStamp,""+window.location],void 0,this.featureName,this.ee)),!0,this.removeOnAbort?.signal);let o=!1;const a=new((0,w.dV)().o.MO)(((e,t)=>{o||(o=!0,requestAnimationFrame((()=>{(0,R.p)("newDom",[(0,E.t)()],void 0,this.featureName,this.ee),o=!1})))})),s=(0,m.s)((e=>{(0,R.p)("newUIEvent",[e],void 0,this.featureName,this.ee),a.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0})}),100,{leading:!0});n.on("fn-start",(([e])=>{_e.tC.includes(e?.type)&&s(e)}));for(let e of _e.tC)document.addEventListener(e,(()=>{}));this.abortHandler=function(){this.removeOnAbort?.abort(),a.disconnect(),this.abortHandler=void 0},this.importAggregator(e,{domObserver:a})}}var je=i(7378);const Pe={},Ce=["appendChild","insertBefore","replaceChild"];function ke(e){const t=function(e){return(e||F.ee).get("jsonp")}(e);if(!h.RI||Pe[t.debugId])return t;Pe[t.debugId]=!0;var r=(0,B.YM)(t),n=/[?&](?:callback|cb)=([^&#]+)/,i=/(.*)\.([^.]+)/,o=/^(\w+)(\.|$)(.*)$/;function a(e,t){if(!e)return t;const r=e.match(o),n=r[1];return a(r[3],t[n])}return r.inPlace(Node.prototype,Ce,"dom-"),t.on("dom-start",(function(e){!function(e){if(!e||"string"!=typeof e.nodeName||"script"!==e.nodeName.toLowerCase())return;if("function"!=typeof e.addEventListener)return;var o=(s=e.src,c=s.match(n),c?c[1]:null);var s,c;if(!o)return;var u=function(e){var t=e.match(i);if(t&&t.length>=3)return{key:t[2],parent:a(t[1],window)};return{key:e,parent:window}}(o);if("function"!=typeof u.parent[u.key])return;var d={};function l(){t.emit("jsonp-end",[],d),e.removeEventListener("load",l,(0,T.jT)(!1)),e.removeEventListener("error",f,(0,T.jT)(!1))}function f(){t.emit("jsonp-error",[],d),t.emit("jsonp-end",[],d),e.removeEventListener("load",l,(0,T.jT)(!1)),e.removeEventListener("error",f,(0,T.jT)(!1))}r.inPlace(u.parent,[u.key],"cb-",d),e.addEventListener("load",l,(0,T.jT)(!1)),e.addEventListener("error",f,(0,T.jT)(!1)),t.emit("new-jsonp",[e.src],d)}(e[0])})),t}const Le={};function He(e){const t=function(e){return(e||F.ee).get("promise")}(e);if(Le[t.debugId])return t;Le[t.debugId]=!0;var r=t.context,n=(0,B.YM)(t),i=h.gm.Promise;return i&&function(){function e(r){var o=t.context(),a=n(r,"executor-",o,null,!1);const s=Reflect.construct(i,[a],e);return t.context(s).getCtx=function(){return o},s}h.gm.Promise=e,Object.defineProperty(e,"name",{value:"Promise"}),e.toString=function(){return i.toString()},Object.setPrototypeOf(e,i),["all","race"].forEach((function(r){const n=i[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=>{this.resolve(e).then(a("all"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return 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De={},Me="setTimeout",Ke="setInterval",Ue="clearTimeout",Ve="-start",Ge=[Me,"setImmediate",Ke,Ue,"clearImmediate"];function Fe(e){const t=function(e){return(e||F.ee).get("timer")}(e);if(De[t.debugId]++)return t;De[t.debugId]=1;var r=(0,B.YM)(t);return r.inPlace(h.gm,Ge.slice(0,2),Me+"-"),r.inPlace(h.gm,Ge.slice(2,3),Ke+"-"),r.inPlace(h.gm,Ge.slice(3),Ue+"-"),t.on(Ke+Ve,(function(e,t,n){e[0]=r(e[0],"fn-",null,n)})),t.on(Me+Ve,(function(e,t,n){this.method=n,this.timerDuration=isNaN(e[1])?0:+e[1],e[0]=r(e[0],"fn-",this,n)})),t}const Be={};function We(e){const t=function(e){return(e||F.ee).get("mutation")}(e);if(!h.RI||Be[t.debugId])return t;Be[t.debugId]=!0;var r=(0,B.YM)(t),n=h.gm.MutationObserver;return n&&(window.MutationObserver=function(e){return this instanceof n?new n(r(e,"fn-")):n.apply(this,arguments)},MutationObserver.prototype=n.prototype),t}const{TZ:ze,d3:qe,Kp:Ze,$p:Ye,wW:Xe,e5:Je,tH:Qe,uP:$e,rw:et,Lc:tt}=je;class rt extends v{static featureName=ze;constructor(e,t=!0){if(super(e,ze,t),!h.RI)return;try{this.removeOnAbort=new AbortController}catch(e){}let r,n=0;const i=this.ee.get("tracer"),o=ke(this.ee),a=He(this.ee),s=Fe(this.ee),c=q(this.ee),u=this.ee.get("events"),d=re(this.ee),l=me(this.ee),f=We(this.ee);function p(e,t){l.emit("newURL",[""+window.location,t])}function g(){n++,r=window.location.hash,this[$e]=(0,E.t)()}function m(){n--,window.location.hash!==r&&p(0,!0);var e=(0,E.t)();this[Je]=~~this[Je]+e-this[$e],this[tt]=e}function v(e,t){e.on(t,(function(){this[t]=(0,E.t)()}))}this.ee.on($e,g),a.on(et,g),o.on(et,g),this.ee.on(tt,m),a.on(Xe,m),o.on(Xe,m),this.ee.on("fn-err",((...t)=>{t[2]?.__newrelic?.[e.agentIdentifier]||(0,R.p)("function-err",[...t],void 0,this.featureName,this.ee)})),this.ee.buffer([$e,tt,"xhr-resolved"],this.featureName),u.buffer([$e],this.featureName),s.buffer(["setTimeout"+Ze,"clearTimeout"+qe,$e],this.featureName),c.buffer([$e,"new-xhr","send-xhr"+qe],this.featureName),d.buffer([Qe+qe,Qe+"-done",Qe+Ye+qe,Qe+Ye+Ze],this.featureName),l.buffer(["newURL"],this.featureName),f.buffer([$e],this.featureName),a.buffer(["propagate",et,Xe,"executor-err","resolve"+qe],this.featureName),i.buffer([$e,"no-"+$e],this.featureName),o.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"],this.featureName),v(d,Qe+qe),v(d,Qe+"-done"),v(o,"new-jsonp"),v(o,"jsonp-end"),v(o,"cb-start"),l.on("pushState-end",p),l.on("replaceState-end",p),window.addEventListener("hashchange",p,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("load",p,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("popstate",(function(){p(0,n>1)}),(0,T.jT)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var nt=i(3333);class it extends v{static featureName=nt.TZ;constructor(e,t=!0){super(e,nt.TZ,t);const r=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.user_actions.enabled];h.RI&&e.init.user_actions.enabled&&(nt.Zp.forEach((e=>(0,T.sp)(e,(e=>(0,R.p)("ua",[e],void 0,this.featureName,this.ee)),!0))),nt.qN.forEach((e=>(0,T.sp)(e,(e=>(0,R.p)("ua",[e],void 0,this.featureName,this.ee)))))),r.some((e=>e))?this.importAggregator(e):this.deregisterDrain()}}var ot=i(993),at=i(3785);class st extends v{static featureName=ot.TZ;constructor(e,t=!0){super(e,ot.TZ,t);const r=this.ee;this.ee.on("wrap-logger-end",(function([e]){const{level:t,customAttributes:n}=this;(0,at.R)(r,e,n,t)})),this.importAggregator(e)}}new class extends n{constructor(t,r){super(r),h.gm?(this.features={},(0,w.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(t.features||[]),this.desiredFeatures.add(y),this.runSoftNavOverSpa=[...this.desiredFeatures].some((e=>e.featureName===o.K.softNav)),(0,u.j)(this,t,t.loaderType||"agent"),this.run()):(0,e.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}run(){try{const t=c(this.agentIdentifier),r=[...this.desiredFeatures];r.sort(((e,t)=>o.P[e.featureName]-o.P[t.featureName])),r.forEach((r=>{if(!t[r.featureName]&&r.featureName!==o.K.pageViewEvent)return;if(this.runSoftNavOverSpa&&r.featureName===o.K.spa)return;if(!this.runSoftNavOverSpa&&r.featureName===o.K.softNav)return;const n=function(e){switch(e){case o.K.ajax:return[o.K.jserrors];case o.K.sessionTrace:return[o.K.ajax,o.K.pageViewEvent];case o.K.sessionReplay:return[o.K.sessionTrace];case o.K.pageViewTiming:return[o.K.pageViewEvent];default:return[]}}(r.featureName).filter((e=>!(e in this.features)));n.length>0&&(0,e.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)}))}catch(t){(0,e.R)(22,t);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,w.Zm)();delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return r.ee.get(this.agentIdentifier).abort(),!1}}}({features:[fe,y,S,Se,Oe,O,H,it,st,Ie,rt],loaderType:"spa"})})()})();

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<span class="ArticleBase-LargeTitle">Q. Are there any good guidelines regarding designing resilient architectures using the public cloud?</span>Q. Are there any good guidelines regarding designing resilient architectures using the public cloud?

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Q. Are there any good guidelines regarding designing resilient architectures using the public cloud?