{"id":43487,"date":"2026-05-15T12:33:37","date_gmt":"2026-05-15T12:33:37","guid":{"rendered":"https:\/\/smarttechgroup.com.tr\/?post_type=project&#038;p=43487"},"modified":"2026-07-06T12:57:28","modified_gmt":"2026-07-06T12:57:28","slug":"understanding-data-streams-with-apache-flink-webinar","status":"publish","type":"project","link":"https:\/\/smarttechgroup.com.tr\/en\/project\/apache-flink-ile-veri-akislarini-anlamak-webinari\/","title":{"rendered":"Understanding Data Streams with Apache Flink Webinar"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"43487\" class=\"elementor elementor-43487\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"project\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04c38a8 e-con-full e-flex e-con e-parent\" data-id=\"04c38a8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd830a elementor-widget elementor-widget-heading\" data-id=\"bfd830a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Webinar \"Understanding Data Streams with Apache Flink\" Discussed Real-Time Data Processing Technologies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b06c1b9 elementor-widget elementor-widget-text-editor\" data-id=\"b06c1b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"314\" data-end=\"762\">Real-time data processing technologies play a critical role in enabling organizations to achieve fast decision-making and operational efficiency goals during digital transformation processes. From the Smarttech group of companies<strong> <a href=\"https:\/\/www.ondatapartners.com\" target=\"_blank\" rel=\"noopener\">Ondata<\/a> <\/strong>organized by <strong data-start=\"550\" data-end=\"596\">\u201cUnderstanding Data Streams with Apache Flink\u201d<\/strong> In the webinar, the place of Apache Flink in modern data architectures, its use cases, and how real-time data streams are managed were discussed comprehensively.<\/p>\n<p data-start=\"764\" data-end=\"1046\">working as a Data Engineer at our group company, Ondata <a href=\"https:\/\/www.linkedin.com\/in\/ela-gul\/\" target=\"_blank\" rel=\"noopener\"><strong data-start=\"779\" data-end=\"790\">Ela G\u00fcl<\/strong><\/a>\u2018In the presentation given by [Organization\/Company Name], it was shared with the attendees that Apache Flink is not just a stream processing technology, but also offers a powerful infrastructure for real-time analytics, event-driven architectures, artificial intelligence applications, and enterprise data platforms.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a43ce7 e-con-full e-flex e-con e-parent\" data-id=\"9a43ce7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e244f37 elementor-widget elementor-widget-video\" data-id=\"e244f37\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/1-MWK_L4w2A?si=RDXSJj4Adeq6k60F&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e25b449 e-flex e-con-boxed e-con e-child\" data-id=\"e25b449\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-09ef2f6 e-con-full e-flex e-con e-child\" data-id=\"09ef2f6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f913a17 elementor-widget elementor-widget-heading\" data-id=\"f913a17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why is Real-Time Data Processing Gaining Importance?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9e8dd1 elementor-widget elementor-widget-text-editor\" data-id=\"a9e8dd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1101\" data-end=\"1287\">In the webinar, it was emphasized that for today's organizations, not only the collection of data but also the moment it is processed holds great importance. In sectors such as finance, telecommunications, e-commerce, and manufacturing;<\/p>\n<ul data-start=\"1289\" data-end=\"1425\">\n<li data-section-id=\"tx4jib\" data-start=\"1289\" data-end=\"1306\">Fraud Detection<\/li>\n<li data-section-id=\"ktck8n\" data-start=\"1307\" data-end=\"1331\">Recommendation Systems<\/li>\n<li data-section-id=\"ru39ba\" data-start=\"1332\" data-end=\"1368\">Real-time alert mechanisms<\/li>\n<li data-section-id=\"5ygw6j\" data-start=\"1369\" data-end=\"1395\">Event-driven applications<\/li>\n<li data-section-id=\"11dk9q8\" data-start=\"1396\" data-end=\"1425\">Real-time reporting and analytics<\/li>\n<\/ul>\n<p data-start=\"1427\" data-end=\"1583\">It was conveyed with examples that millisecond-level decision-making provides a competitive advantage in applications such as.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c68dd96 elementor-widget elementor-widget-heading\" data-id=\"c68dd96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Role of Apache Flink in Enterprise Data Platforms<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8dddb7 elementor-widget elementor-widget-text-editor\" data-id=\"a8dddb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1642\" data-end=\"1678\">Within the scope of the event, Apache Flink's;<\/p>\n<ul data-start=\"1680\" data-end=\"1904\">\n<li data-section-id=\"1b1exaw\" data-start=\"1680\" data-end=\"1724\">low-latency data processing,<\/li>\n<li data-section-id=\"ue21xa\" data-start=\"1725\" data-end=\"1763\">the ability to manage high data volumes,<\/li>\n<li data-section-id=\"6zpzzb\" data-start=\"1764\" data-end=\"1782\">fault tolerance,<\/li>\n<li data-section-id=\"gdl0wr\" data-start=\"1783\" data-end=\"1812\">stateful stream processing,<\/li>\n<li data-section-id=\"51brnz\" data-start=\"1813\" data-end=\"1874\">Ability to run batch and stream processing on a single platform,<\/li>\n<li data-section-id=\"134bhus\" data-start=\"1875\" data-end=\"1904\">SQL, Java, and Python support<\/li>\n<\/ul>\n<p data-start=\"1906\" data-end=\"1958\">Its prominent features were examined in detail.<\/p>\n<p data-start=\"1960\" data-end=\"2177\">The presentation also shared examples of how global companies use Apache Flink in their real-time data processing infrastructures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d649136 elementor-widget elementor-widget-heading\" data-id=\"d649136\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Apache Flink Experience with Live Demo<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47a1104 elementor-widget elementor-widget-text-editor\" data-id=\"47a1104\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"2220\" data-end=\"2264\">During the practical part of the webinar, participants will:;<\/p>\n<ul data-start=\"2266\" data-end=\"2425\">\n<li data-section-id=\"bjrzwe\" data-start=\"2266\" data-end=\"2284\">Apache Flink SQL<\/li>\n<li data-section-id=\"ionsyd\" data-start=\"2285\" data-end=\"2305\">Confluent Platform<\/li>\n<li data-section-id=\"f9h87y\" data-start=\"2306\" data-end=\"2326\">Kafka integration<\/li>\n<li data-section-id=\"1hbik96\" data-start=\"2327\" data-end=\"2344\">Flink Dashboard<\/li>\n<li data-section-id=\"rhxr4t\" data-start=\"2345\" data-end=\"2373\">Stream Processing Pipeline<\/li>\n<li data-section-id=\"1kej0c\" data-start=\"2374\" data-end=\"2394\">Connector structures<\/li>\n<li data-section-id=\"1lbpf3f\" data-start=\"2395\" data-end=\"2425\">Job and Task Manager Architecture<\/li>\n<\/ul>\n<p data-start=\"2427\" data-end=\"2481\">had the opportunity to examine the components of the liver in a live environment.<\/p>\n<p data-start=\"2483\" data-end=\"2676\">The creation of real-time data streams, the integration of different data sources, and SQL-based data processing were demonstrated practically.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e623c2c elementor-widget elementor-widget-heading\" data-id=\"e623c2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technical questions from participants were answered<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27c6a29 elementor-widget elementor-widget-text-editor\" data-id=\"27c6a29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"2730\" data-end=\"2800\">During the webinar's Q&amp;A session, participants asked:;<\/p>\n<ul data-start=\"2802\" data-end=\"3047\">\n<li data-section-id=\"puae5s\" data-start=\"2802\" data-end=\"2855\">Differences between Apache Flink and Spark Streaming,<\/li>\n<li data-section-id=\"zoxyy5\" data-start=\"2856\" data-end=\"2910\">Flink's position in AI and Machine Learning processes,<\/li>\n<li data-section-id=\"1qskljt\" data-start=\"2911\" data-end=\"2934\">Job Manager architecture,<\/li>\n<li data-section-id=\"1le6ewi\" data-start=\"2935\" data-end=\"2959\">Kafka offset management,<\/li>\n<li data-section-id=\"13ddshv\" data-start=\"2960\" data-end=\"3006\">Python vs. Java performance comparisons,<\/li>\n<li data-section-id=\"120fqmb\" data-start=\"3007\" data-end=\"3047\">Batch and stream processing scenarios<\/li>\n<\/ul>\n<p data-start=\"3049\" data-end=\"3147\">Advanced technical questions were discussed in detail.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a67df09 e-flex e-con-boxed e-con e-parent\" data-id=\"a67df09\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-37a8964 e-con-full e-flex e-con e-child\" data-id=\"37a8964\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5ba330 elementor-align-left elementor-widget elementor-widget-the7_icon_widget\" data-id=\"e5ba330\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7_icon_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-icon-wrapper the7-elementor-widget\"><div class=\"elementor-icon\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-gem\" viewbox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M464 0H112c-4 0-7.8 2-10 5.4L2 152.6c-2.9 4.4-2.6 10.2.7 14.2l276 340.8c4.8 5.9 13.8 5.9 18.6 0l276-340.8c3.3-4.1 3.6-9.8.7-14.2L474.1 5.4C471.8 2 468.1 0 464 0zm-19.3 48l63.3 96h-68.4l-51.7-96h56.8zm-202.1 0h90.7l51.7 96H191l51.6-96zm-111.3 0h56.8l-51.7 96H68l63.3-96zm-43 144h51.4L208 352 88.3 192zm102.9 0h193.6L288 435.3 191.2 192zM368 352l68.2-160h51.4L368 352z\"><\/path><\/svg><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79db9ad elementor-widget elementor-widget-text-editor\" data-id=\"79db9ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 style=\"font-weight: 400;\"><strong>\u00a0 Conclusion<\/strong><\/h2>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"248\" data-end=\"773\">As Smarttech, we continue to support organizations in their digital transformation journeys in real-time data management, data engineering, and modern data platforms; and we sustain knowledge sharing in the sector with our technical webinars and expert content.<\/p>\n<p>Contact us for more detailed information <a href=\"https:\/\/smarttechgroup.com.tr\/en\/contact\/\">communication<\/a> you can move on.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The webinar \"Understanding Data Streams with Apache Flink\" covered real-time data processing, stream processing, event-driven architectures, Confluent Platform, and Apache Flink use cases.<\/p>","protected":false},"featured_media":43489,"template":"","meta":[],"project_category":[170],"project_tag":[],"class_list":["post-43487","project","type-project","status-publish","has-post-thumbnail","hentry","project_category-haberler"],"_links":{"self":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project\/43487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/types\/project"}],"version-history":[{"count":13,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project\/43487\/revisions"}],"predecessor-version":[{"id":43502,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project\/43487\/revisions\/43502"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/media\/43489"}],"wp:attachment":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/media?parent=43487"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project_category?post=43487"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/project_tag?post=43487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}