{"id":386,"date":"2026-01-31T05:55:25","date_gmt":"2026-01-31T05:55:25","guid":{"rendered":"https:\/\/harshad-sonawane.com\/blog\/?p=386"},"modified":"2025-11-30T13:56:23","modified_gmt":"2025-11-30T13:56:23","slug":"java-applications-edge-iot-architecture","status":"publish","type":"post","link":"https:\/\/harshad-sonawane.com\/blog\/java-applications-edge-iot-architecture\/","title":{"rendered":"Architecting Java Applications for Edge and IoT Deployments"},"content":{"rendered":"<p data-start=\"237\" data-end=\"567\">The rapid rise of <strong data-start=\"255\" data-end=\"283\">Internet of Things (IoT)<\/strong> devices and real-time processing demands has shifted computation closer to the data source \u2014 at the <strong data-start=\"384\" data-end=\"392\">edge<\/strong>. <a href=\"https:\/\/harshad-sonawane.com\/blog\/reduce-cloud-costs-java-applications\/\">Java<\/a>, with its strong ecosystem, platform independence, and mature tooling, continues to be a powerful choice for developing distributed, secure, and scalable IoT solutions.<\/p>\n<p data-start=\"569\" data-end=\"871\">Designing Java applications for edge environments, however, introduces new challenges \u2014 low power, intermittent connectivity, limited compute capacity, and data synchronization issues. In this article, we explore how to architect Java applications effectively for both <strong data-start=\"838\" data-end=\"846\">Edge<\/strong> and <strong data-start=\"851\" data-end=\"858\">IoT<\/strong> deployments.<\/p>\n<hr data-start=\"873\" data-end=\"876\" \/>\n<h2 data-start=\"878\" data-end=\"919\">\ud83c\udf0d Edge &amp; IoT: Why It Matters for Java<\/h2>\n<p data-start=\"921\" data-end=\"1059\">Edge computing reduces latency and improves reliability by executing logic near devices rather than relying exclusively on cloud services.<\/p>\n<p data-start=\"1061\" data-end=\"1074\">Key Benefits:<\/p>\n<p data-start=\"1076\" data-end=\"1228\">\u2714 Low latency for real-time decisions<br data-start=\"1113\" data-end=\"1116\" \/>\u2714 Reduced bandwidth costs<br data-start=\"1141\" data-end=\"1144\" \/>\u2714 Offline capability in remote areas<br data-start=\"1180\" data-end=\"1183\" \/>\u2714 Enhanced privacy by local data processing<\/p>\n<p data-start=\"1230\" data-end=\"1267\">Java delivers a robust platform with:<\/p>\n<ul data-start=\"1268\" data-end=\"1467\">\n<li data-start=\"1268\" data-end=\"1318\">\n<p data-start=\"1270\" data-end=\"1318\"><strong data-start=\"1270\" data-end=\"1289\"><a href=\"https:\/\/harshad-sonawane.com\/blog\/java-memory-management-heap-gc-best\/\">JVM<\/a> portability<\/strong> across heterogeneous devices<\/p>\n<\/li>\n<li data-start=\"1319\" data-end=\"1352\">\n<p data-start=\"1321\" data-end=\"1352\"><strong data-start=\"1321\" data-end=\"1352\">Security-first architecture<\/strong><\/p>\n<\/li>\n<li data-start=\"1353\" data-end=\"1396\">\n<p data-start=\"1355\" data-end=\"1396\"><strong data-start=\"1355\" data-end=\"1376\">Long-term support<\/strong> for enterprise apps<\/p>\n<\/li>\n<li data-start=\"1397\" data-end=\"1467\">\n<p data-start=\"1399\" data-end=\"1467\"><strong data-start=\"1399\" data-end=\"1428\">Lightweight edge runtimes<\/strong> such as GraalVM, MicroEJ, Eclipse Kura<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"1469\" data-end=\"1472\" \/>\n<h2 data-start=\"1474\" data-end=\"1512\">\ud83e\udde9 Key Architectural Considerations<\/h2>\n<h3 data-start=\"1514\" data-end=\"1543\">1\ufe0f\u20e3 Lightweight Footprint<\/h3>\n<p data-start=\"1545\" data-end=\"1573\">Edge devices often run with:<\/p>\n<ul data-start=\"1574\" data-end=\"1641\">\n<li data-start=\"1574\" data-end=\"1589\">\n<p data-start=\"1576\" data-end=\"1589\">Low CPU power<\/p>\n<\/li>\n<li data-start=\"1590\" data-end=\"1618\">\n<p data-start=\"1592\" data-end=\"1618\">Limited memory (256MB\u20132GB)<\/p>\n<\/li>\n<li data-start=\"1619\" data-end=\"1641\">\n<p data-start=\"1621\" data-end=\"1641\">Battery-restrictions<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1643\" data-end=\"1681\">Techniques to optimize Java footprint:<\/p>\n<ul data-start=\"1682\" data-end=\"1856\">\n<li data-start=\"1682\" data-end=\"1721\">\n<p data-start=\"1684\" data-end=\"1721\">Build <strong data-start=\"1690\" data-end=\"1707\">native images<\/strong> using GraalVM<\/p>\n<\/li>\n<li data-start=\"1722\" data-end=\"1779\">\n<p data-start=\"1724\" data-end=\"1779\">Use <strong data-start=\"1728\" data-end=\"1751\">modular Java (JPMS)<\/strong> to remove unused components<\/p>\n<\/li>\n<li data-start=\"1780\" data-end=\"1856\">\n<p data-start=\"1782\" data-end=\"1856\">Leverage <strong data-start=\"1791\" data-end=\"1802\">Quarkus<\/strong>, <strong data-start=\"1804\" data-end=\"1817\">Micronaut<\/strong>, or <strong data-start=\"1822\" data-end=\"1856\"><a href=\"https:\/\/harshad-sonawane.com\/blog\/audit-logging-in-java-microservices-techniques-and-compliance-tips\/\">Spring Boot<\/a> with Spring Native<\/strong><\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"1858\" data-end=\"1861\" \/>\n<h3 data-start=\"1863\" data-end=\"1897\">2\ufe0f\u20e3 Connectivity and Protocols<\/h3>\n<p data-start=\"1899\" data-end=\"1949\">IoT communication differs from standard HTTP APIs.<\/p>\n<p data-start=\"1951\" data-end=\"1968\">Common protocols:<\/p>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table data-start=\"1969\" data-end=\"2315\" class=\"w-fit min-w-(--thread-content-width)\">\n<thead data-start=\"1969\" data-end=\"2000\">\n<tr data-start=\"1969\" data-end=\"2000\">\n<th data-start=\"1969\" data-end=\"1980\" data-col-size=\"sm\">Protocol<\/th>\n<th data-start=\"1980\" data-end=\"1988\" data-col-size=\"sm\">Usage<\/th>\n<th data-start=\"1988\" data-end=\"2000\" data-col-size=\"sm\">Benefits<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2032\" data-end=\"2315\">\n<tr data-start=\"2032\" data-end=\"2113\">\n<td data-start=\"2032\" data-end=\"2043\" data-col-size=\"sm\"><strong data-start=\"2034\" data-end=\"2042\">MQTT<\/strong><\/td>\n<td data-col-size=\"sm\" data-start=\"2043\" data-end=\"2073\">Publish\/subscribe messaging<\/td>\n<td data-col-size=\"sm\" data-start=\"2073\" data-end=\"2113\">Low bandwidth, ideal for IoT sensors<\/td>\n<\/tr>\n<tr data-start=\"2114\" data-end=\"2181\">\n<td data-start=\"2114\" data-end=\"2125\" data-col-size=\"sm\"><strong data-start=\"2116\" data-end=\"2124\">CoAP<\/strong><\/td>\n<td data-col-size=\"sm\" data-start=\"2125\" data-end=\"2144\">Lightweight REST<\/td>\n<td data-col-size=\"sm\" data-start=\"2144\" data-end=\"2181\">Designed for constrained networks<\/td>\n<\/tr>\n<tr data-start=\"2182\" data-end=\"2247\">\n<td data-start=\"2182\" data-end=\"2193\" data-col-size=\"sm\"><strong data-start=\"2184\" data-end=\"2192\">AMQP<\/strong><\/td>\n<td data-col-size=\"sm\" data-start=\"2193\" data-end=\"2216\">Enterprise messaging<\/td>\n<td data-col-size=\"sm\" data-start=\"2216\" data-end=\"2247\">Reliable message guarantees<\/td>\n<\/tr>\n<tr data-start=\"2248\" data-end=\"2315\">\n<td data-start=\"2248\" data-end=\"2265\" data-col-size=\"sm\"><strong data-start=\"2250\" data-end=\"2264\">WebSockets<\/strong><\/td>\n<td data-col-size=\"sm\" data-start=\"2265\" data-end=\"2293\">Full-duplex communication<\/td>\n<td data-col-size=\"sm\" data-start=\"2293\" data-end=\"2315\">Real-time over TCP<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p data-start=\"2317\" data-end=\"2404\">\u26a1 A message broker like <strong data-start=\"2341\" data-end=\"2349\">EMQX<\/strong>, <strong data-start=\"2351\" data-end=\"2361\">HiveMQ<\/strong>, or <strong data-start=\"2366\" data-end=\"2382\"><a href=\"https:\/\/harshad-sonawane.com\/blog\/choosing-right-cloud-database-rds-dynamodb-aurora-documentdb\/\">AWS<\/a> IoT Core<\/strong> improves reliability.<\/p>\n<hr data-start=\"2406\" data-end=\"2409\" \/>\n<h3 data-start=\"2411\" data-end=\"2460\">3\ufe0f\u20e3 Local Decision-Making &amp; Edge Intelligence<\/h3>\n<p data-start=\"2462\" data-end=\"2519\">Locally executed analytics reduce dependency on cloud AI.<\/p>\n<p data-start=\"2521\" data-end=\"2549\">Java ML Integration Options:<\/p>\n<ul data-start=\"2550\" data-end=\"2649\">\n<li data-start=\"2550\" data-end=\"2571\">\n<p data-start=\"2552\" data-end=\"2571\"><strong data-start=\"2552\" data-end=\"2571\">TensorFlow Java<\/strong><\/p>\n<\/li>\n<li data-start=\"2572\" data-end=\"2601\">\n<p data-start=\"2574\" data-end=\"2601\"><strong data-start=\"2574\" data-end=\"2601\">DJL (Deep Java Library)<\/strong><\/p>\n<\/li>\n<li data-start=\"2602\" data-end=\"2616\">\n<p data-start=\"2604\" data-end=\"2616\"><strong data-start=\"2604\" data-end=\"2616\">OpenVino<\/strong><\/p>\n<\/li>\n<li data-start=\"2617\" data-end=\"2649\">\n<p data-start=\"2619\" data-end=\"2649\"><strong data-start=\"2619\" data-end=\"2649\">On-device inference models<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2651\" data-end=\"2744\">This enables <strong data-start=\"2664\" data-end=\"2690\">predictive maintenance<\/strong>, <strong data-start=\"2692\" data-end=\"2713\">anomaly detection<\/strong>, and <strong data-start=\"2719\" data-end=\"2743\">real-time automation<\/strong>.<\/p>\n<hr data-start=\"2746\" data-end=\"2749\" \/>\n<h3 data-start=\"2751\" data-end=\"2777\">4\ufe0f\u20e3 Security by Design<\/h3>\n<p data-start=\"2779\" data-end=\"2848\">IoT devices are vulnerable to attacks due to distributed deployments.<\/p>\n<p data-start=\"2850\" data-end=\"2870\">Security Strategies:<\/p>\n<ul data-start=\"2871\" data-end=\"3009\">\n<li data-start=\"2871\" data-end=\"2897\">\n<p data-start=\"2873\" data-end=\"2897\">Mutual TLS communication<\/p>\n<\/li>\n<li data-start=\"2898\" data-end=\"2926\">\n<p data-start=\"2900\" data-end=\"2926\">Hardware-rooted keys (TPM)<\/p>\n<\/li>\n<li data-start=\"2927\" data-end=\"2949\">\n<p data-start=\"2929\" data-end=\"2949\">Secure boot firmware<\/p>\n<\/li>\n<li data-start=\"2950\" data-end=\"2973\">\n<p data-start=\"2952\" data-end=\"2973\">Frequent OTA patching<\/p>\n<\/li>\n<li data-start=\"2974\" data-end=\"3009\">\n<p data-start=\"2976\" data-end=\"3009\">Zero-trust edge security policies<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3011\" data-end=\"3126\">Java tools like <strong data-start=\"3027\" data-end=\"3044\">Bouncy Castle<\/strong>, <strong data-start=\"3046\" data-end=\"3057\">JCA\/JCE<\/strong>, and <strong data-start=\"3063\" data-end=\"3082\"><a href=\"https:\/\/harshad-sonawane.com\/blog\/two-factor-authentication-java-applications\/\">Spring Security<\/a><\/strong> help enforce encryption and authentication.<\/p>\n<hr data-start=\"3128\" data-end=\"3131\" \/>\n<h3 data-start=\"3133\" data-end=\"3171\">5\ufe0f\u20e3 Resilience and Sync with Cloud<\/h3>\n<p data-start=\"3173\" data-end=\"3202\">Edge deployments must handle:<\/p>\n<ul data-start=\"3203\" data-end=\"3273\">\n<li data-start=\"3203\" data-end=\"3222\">\n<p data-start=\"3205\" data-end=\"3222\">Unstable internet<\/p>\n<\/li>\n<li data-start=\"3223\" data-end=\"3250\">\n<p data-start=\"3225\" data-end=\"3250\">Local caching and queuing<\/p>\n<\/li>\n<li data-start=\"3251\" data-end=\"3273\">\n<p data-start=\"3253\" data-end=\"3273\">Eventual consistency<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3275\" data-end=\"3293\">Patterns to apply:<\/p>\n<ul data-start=\"3294\" data-end=\"3422\">\n<li data-start=\"3294\" data-end=\"3337\">\n<p data-start=\"3296\" data-end=\"3337\"><strong data-start=\"3296\" data-end=\"3314\">Event Sourcing<\/strong> with local event store<\/p>\n<\/li>\n<li data-start=\"3338\" data-end=\"3370\">\n<p data-start=\"3340\" data-end=\"3370\"><strong data-start=\"3340\" data-end=\"3357\">Offline-first<\/strong> architecture<\/p>\n<\/li>\n<li data-start=\"3371\" data-end=\"3422\">\n<p data-start=\"3373\" data-end=\"3422\"><strong data-start=\"3373\" data-end=\"3390\">Digital Twins<\/strong> to mirror device state in cloud<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3424\" data-end=\"3497\">Async processing is essential using MQTT queues or local message brokers.<\/p>\n<hr data-start=\"3499\" data-end=\"3502\" \/>\n<h2 data-start=\"3504\" data-end=\"3548\">\ud83d\udd27 Java Edge Framework &amp; Tools Comparison<\/h2>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table data-start=\"3550\" data-end=\"4073\" class=\"w-fit min-w-(--thread-content-width)\">\n<thead data-start=\"3550\" data-end=\"3588\">\n<tr data-start=\"3550\" data-end=\"3588\">\n<th data-start=\"3550\" data-end=\"3567\" data-col-size=\"sm\">Tool \/ Runtime<\/th>\n<th data-start=\"3567\" data-end=\"3575\" data-col-size=\"sm\">Focus<\/th>\n<th data-start=\"3575\" data-end=\"3588\" data-col-size=\"sm\">Ideal For<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"3628\" data-end=\"4073\">\n<tr data-start=\"3628\" data-end=\"3698\">\n<td data-start=\"3628\" data-end=\"3647\" data-col-size=\"sm\"><strong data-start=\"3630\" data-end=\"3646\">Eclipse Kura<\/strong><\/td>\n<td data-start=\"3647\" data-end=\"3671\" data-col-size=\"sm\">Edge gateway services<\/td>\n<td data-start=\"3671\" data-end=\"3698\" data-col-size=\"sm\">Industrial IoT gateways<\/td>\n<\/tr>\n<tr data-start=\"3699\" data-end=\"3781\">\n<td data-start=\"3699\" data-end=\"3726\" data-col-size=\"sm\"><strong data-start=\"3701\" data-end=\"3725\">Spring Boot + Native<\/strong><\/td>\n<td data-start=\"3726\" data-end=\"3748\" data-col-size=\"sm\">Familiar Java stack<\/td>\n<td data-start=\"3748\" data-end=\"3781\" data-col-size=\"sm\">Microservices on edge compute<\/td>\n<\/tr>\n<tr data-start=\"3782\" data-end=\"3858\">\n<td data-start=\"3782\" data-end=\"3798\" data-col-size=\"sm\"><strong data-start=\"3784\" data-end=\"3797\">Micronaut<\/strong><\/td>\n<td data-start=\"3798\" data-end=\"3821\" data-col-size=\"sm\">Low memory footprint<\/td>\n<td data-start=\"3821\" data-end=\"3858\" data-col-size=\"sm\">Lightweight services and IoT APIs<\/td>\n<\/tr>\n<tr data-start=\"3859\" data-end=\"3938\">\n<td data-start=\"3859\" data-end=\"3873\" data-col-size=\"sm\"><strong data-start=\"3861\" data-end=\"3872\">Quarkus<\/strong><\/td>\n<td data-start=\"3873\" data-end=\"3904\" data-col-size=\"sm\">Fast cold start, small build<\/td>\n<td data-start=\"3904\" data-end=\"3938\" data-col-size=\"sm\">Event-driven edge applications<\/td>\n<\/tr>\n<tr data-start=\"3939\" data-end=\"4010\">\n<td data-start=\"3939\" data-end=\"3953\" data-col-size=\"sm\"><strong data-start=\"3941\" data-end=\"3952\">MicroEJ<\/strong><\/td>\n<td data-start=\"3953\" data-end=\"3985\" data-col-size=\"sm\">Extremely constrained devices<\/td>\n<td data-start=\"3985\" data-end=\"4010\" data-col-size=\"sm\">Wearables, smart home<\/td>\n<\/tr>\n<tr data-start=\"4011\" data-end=\"4073\">\n<td data-start=\"4011\" data-end=\"4025\" data-col-size=\"sm\"><strong data-start=\"4013\" data-end=\"4024\">GraalVM<\/strong><\/td>\n<td data-start=\"4025\" data-end=\"4049\" data-col-size=\"sm\">Native deploy targets<\/td>\n<td data-start=\"4049\" data-end=\"4073\" data-col-size=\"sm\"><a href=\"https:\/\/harshad-sonawane.com\/blog\/build-high-performance-java-apis-using-grpc\/\">High performance<\/a> IoT<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<hr data-start=\"4075\" data-end=\"4078\" \/>\n<h2 data-start=\"4080\" data-end=\"4112\">\ud83d\udce1 Cloud Integration Strategy<\/h2>\n<p data-start=\"4114\" data-end=\"4157\">Edge and cloud must collaborate seamlessly:<\/p>\n<p data-start=\"4159\" data-end=\"4364\">\u2714 Device onboarding with AWS IoT \/ Azure IoT Hub \/ Google IoT Core<br data-start=\"4225\" data-end=\"4228\" \/>\u2714 Cloud-based analytics \u2192 ML insights pushed to edge<br data-start=\"4280\" data-end=\"4283\" \/>\u2714 Device fleet management workflows<br data-start=\"4318\" data-end=\"4321\" \/>\u2714 Secure updates and lifecycle automation<\/p>\n<p data-start=\"4366\" data-end=\"4456\"><strong data-start=\"4366\" data-end=\"4389\">Hybrid architecture<\/strong> is the future: edge for fast decisions, cloud for heavy analytics.<\/p>\n<hr data-start=\"4458\" data-end=\"4461\" \/>\n<h2 data-start=\"4463\" data-end=\"4483\">\ud83c\udfc1 Final Thoughts<\/h2>\n<p data-start=\"4485\" data-end=\"4673\">Java is no longer confined to backend servers \u2014 with <strong data-start=\"4538\" data-end=\"4560\">native compilation<\/strong>, <strong data-start=\"4562\" data-end=\"4588\">lightweight frameworks<\/strong>, and <strong data-start=\"4594\" data-end=\"4620\">IoT-friendly protocols<\/strong>, it plays a massive role in decentralized computing.<\/p>\n<p data-start=\"4675\" data-end=\"4690\">By focusing on:<\/p>\n<ul data-start=\"4691\" data-end=\"4797\">\n<li data-start=\"4691\" data-end=\"4719\">\n<p data-start=\"4693\" data-end=\"4719\">performance optimization<\/p>\n<\/li>\n<li data-start=\"4720\" data-end=\"4747\">\n<p data-start=\"4722\" data-end=\"4747\">resilient communication<\/p>\n<\/li>\n<li data-start=\"4748\" data-end=\"4767\">\n<p data-start=\"4750\" data-end=\"4767\">robust security<\/p>\n<\/li>\n<li data-start=\"4768\" data-end=\"4797\">\n<p data-start=\"4770\" data-end=\"4797\">local-cloud orchestration<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4799\" data-end=\"4911\">you can build scalable and intelligent IoT ecosystems that perform efficiently, even at the edge of the network.<\/p>\n<p data-start=\"4913\" data-end=\"4978\">Edge computing + Java = <strong data-start=\"4937\" data-end=\"4976\">Smart, fast, secure IoT deployments<\/strong> \u2714<\/p>\n<hr data-start=\"4980\" data-end=\"4983\" \/>\n<h2 data-start=\"4985\" data-end=\"5005\">\ud83d\udcda Reference URLs<\/h2>\n<ul data-start=\"5007\" data-end=\"5192\">\n<li data-start=\"5007\" data-end=\"5038\">\n<p data-start=\"5009\" data-end=\"5038\"><a data-start=\"5009\" data-end=\"5038\" rel=\"noopener\" target=\"_new\" class=\"decorated-link\" href=\"https:\/\/www.eclipse.org\/kura\/\">https:\/\/www.eclipse.org\/kura\/<span aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"><svg width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"><path d=\"M14.3349 13.3301V6.60645L5.47065 15.4707C5.21095 15.7304 4.78895 15.7304 4.52925 15.4707C4.26955 15.211 4.26955 14.789 4.52925 14.5293L13.3935 5.66504H6.66011C6.29284 5.66504 5.99507 5.36727 5.99507 5C5.99507 4.63273 6.29284 4.33496 6.66011 4.33496H14.9999L15.1337 4.34863C15.4369 4.41057 15.665 4.67857 15.665 5V13.3301C15.6649 13.6973 15.3672 13.9951 14.9999 13.9951C14.6327 13.9951 14.335 13.6973 14.3349 13.3301Z\"><\/path><\/svg><\/span><\/a><\/p>\n<\/li>\n<li data-start=\"5039\" data-end=\"5060\">\n<p data-start=\"5041\" data-end=\"5060\"><a data-start=\"5041\" data-end=\"5060\" rel=\"noopener\" target=\"_new\" class=\"decorated-link\" href=\"https:\/\/quarkus.io\/\">https:\/\/quarkus.io\/<span aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"><svg width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"><path d=\"M14.3349 13.3301V6.60645L5.47065 15.4707C5.21095 15.7304 4.78895 15.7304 4.52925 15.4707C4.26955 15.211 4.26955 14.789 4.52925 14.5293L13.3935 5.66504H6.66011C6.29284 5.66504 5.99507 5.36727 5.99507 5C5.99507 4.63273 6.29284 4.33496 6.66011 4.33496H14.9999L15.1337 4.34863C15.4369 4.41057 15.665 4.67857 15.665 5V13.3301C15.6649 13.6973 15.3672 13.9951 14.9999 13.9951C14.6327 13.9951 14.335 13.6973 14.3349 13.3301Z\"><\/path><\/svg><\/span><\/a><\/p>\n<\/li>\n<li data-start=\"5061\" data-end=\"5084\">\n<p data-start=\"5063\" data-end=\"5084\"><a data-start=\"5063\" data-end=\"5084\" rel=\"noopener\" target=\"_new\" class=\"decorated-link\" href=\"https:\/\/micronaut.io\/\">https:\/\/micronaut.io\/<span aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"><svg width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"><path d=\"M14.3349 13.3301V6.60645L5.47065 15.4707C5.21095 15.7304 4.78895 15.7304 4.52925 15.4707C4.26955 15.211 4.26955 14.789 4.52925 14.5293L13.3935 5.66504H6.66011C6.29284 5.66504 5.99507 5.36727 5.99507 5C5.99507 4.63273 6.29284 4.33496 6.66011 4.33496H14.9999L15.1337 4.34863C15.4369 4.41057 15.665 4.67857 15.665 5V13.3301C15.6649 13.6973 15.3672 13.9951 14.9999 13.9951C14.6327 13.9951 14.335 13.6973 14.3349 13.3301Z\"><\/path><\/svg><\/span><\/a><\/p>\n<\/li>\n<li data-start=\"5085\" data-end=\"5114\">\n<p data-start=\"5087\" data-end=\"5114\"><a data-start=\"5087\" data-end=\"5114\" rel=\"noopener\" target=\"_new\" class=\"decorated-link\" href=\"https:\/\/aws.amazon.com\/iot\/\">https:\/\/aws.amazon.com\/iot\/<span aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"><svg width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"><path d=\"M14.3349 13.3301V6.60645L5.47065 15.4707C5.21095 15.7304 4.78895 15.7304 4.52925 15.4707C4.26955 15.211 4.26955 14.789 4.52925 14.5293L13.3935 5.66504H6.66011C6.29284 5.66504 5.99507 5.36727 5.99507 5C5.99507 4.63273 6.29284 4.33496 6.66011 4.33496H14.9999L15.1337 4.34863C15.4369 4.41057 15.665 4.67857 15.665 5V13.3301C15.6649 13.6973 15.3672 13.9951 14.9999 13.9951C14.6327 13.9951 14.335 13.6973 14.3349 13.3301Z\"><\/path><\/svg><\/span><\/a><\/p>\n<\/li>\n<li data-start=\"5115\" data-end=\"5174\">\n<p data-start=\"5117\" data-end=\"5174\"><a data-start=\"5117\" data-end=\"5174\" rel=\"noopener\" target=\"_new\" class=\"decorated-link cursor-pointer\">https:\/\/www.oracle.com\/java\/technologies\/javase\/embedded\/<span aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"><svg width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"><path d=\"M14.3349 13.3301V6.60645L5.47065 15.4707C5.21095 15.7304 4.78895 15.7304 4.52925 15.4707C4.26955 15.211 4.26955 14.789 4.52925 14.5293L13.3935 5.66504H6.66011C6.29284 5.66504 5.99507 5.36727 5.99507 5C5.99507 4.63273 6.29284 4.33496 6.66011 4.33496H14.9999L15.1337 4.34863C15.4369 4.41057 15.665 4.67857 15.665 5V13.3301C15.6649 13.6973 15.3672 13.9951 14.9999 13.9951C14.6327 13.9951 14.335 13.6973 14.3349 13.3301Z\"><\/path><\/svg><\/span><\/a><\/p>\n<\/li>\n<li data-start=\"5175\" data-end=\"5192\">\n<p data-start=\"5177\" data-end=\"5192\"><a data-start=\"5177\" data-end=\"5192\" rel=\"noopener\" target=\"_new\" class=\"decorated-link\" href=\"https:\/\/djl.ai\/\">https:\/\/djl.ai\/<\/a><\/p>\n<\/li>\n<\/ul>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"o-typing-delay-100ms ticss-27f7e3e9\"><o-anim-typing>&lt;> <strong>&#8220;Happy developing, one line at a time!&#8221;<\/strong> &lt;\/><\/o-anim-typing><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The rapid rise of Internet of Things (IoT) devices and real-time processing demands has shifted computation closer to the data source \u2014 at the edge. Java, with its strong ecosystem, platform independence, and mature tooling, continues to be a powerful choice for developing distributed, secure, and scalable IoT solutions. Designing [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":391,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":"","jetpack_publicize_message":"\ud83c\udf10\ud83d\udca1 New Blog!\nJava isn\u2019t just a backend technology \u2014 it's powering the future of Edge & IoT.\nIn my latest post, I break down how to architect Java applications for real-time, low-latency, secure IoT deployments with modern frameworks like Quarkus and Micronaut.\n\n#Java #IoT #EdgeComputing #Microservices #GraalVM #CloudArchitecture","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[113],"tags":[308,305,27,307,2,9,306],"class_list":["post-386","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-java-spring-boot-aws-microservices","tag-cloud-integration","tag-edge-computing","tag-graalvm","tag-iot-architecture","tag-java","tag-microservices","tag-mqtt"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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