{"id":12005,"count":1214,"description":"Many new database systems are emerging for specific purposes, replacing the era of the single-purpose database. Enterprises will have to choose between the ease of use of more general-use databases and the performance of the new databases over the next few years.\r\n\r\n<span style=\"font-weight: 400\">The era of the <\/span><a href=\"https:\/\/thenewstack.io\/dr-michael-stonebraker-a-short-history-of-database-systems\/\"><span style=\"font-weight: 400\">single-use database is over<\/span><\/a><span style=\"font-weight: 400\"> and we are seeing a plethora of new database systems built for specific tasks (<\/span><a href=\"https:\/\/thenewstack.io\/etcd-may-next-project-cloud-native-computing-foundation\/\"><span style=\"font-weight: 400\">distributed key value stores<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/www.cio.com\/article\/2405119\/-newsql--could-combine-the-best-of-sql-and-nosql.html\"><span style=\"font-weight: 400\">NewSQL<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/thenewstack.io\/neo4j-defends-turf-graph-database-field\/\"><span style=\"font-weight: 400\">graph databases<\/span><\/a><span style=\"font-weight: 400\">, etc). Over the next few years there will be some shakeout in the industry as enterprises decide between the tradeoff of performance that the new databases bring versus the ease-of-use that more general use databases (<\/span><a href=\"https:\/\/thenewstack.io\/mysql-5-7-gets-savvy-with-a-cool-replication-hack\/\"><span style=\"font-weight: 400\">MySQL<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/thenewstack.io\/postgresql-9-5-geared-liberate-enterprises-data-warehouse\/\"><span style=\"font-weight: 400\">PostgreSQL<\/span><\/a><span style=\"font-weight: 400\">) offer.<\/span>\r\n\r\n<span style=\"font-weight: 400\">Of particular note is the <\/span><a href=\"https:\/\/thenewstack.io\/influxdatas-times-series-query-language-exoscales-container-stack-2019\/\"><span style=\"font-weight: 400\">emergence of streaming data<\/span><\/a><span style=\"font-weight: 400\">, which requires data to be analyzed while still in the server's memory. Here, Kafka and other technologies supplant the traditional <\/span><a href=\"https:\/\/www.cio.com\/article\/2395049\/facebook-tackles-hadoop-achilles--heel.html\"><span style=\"font-weight: 400\">Hadoop<\/span><\/a><span style=\"font-weight: 400\"> and <\/span><a href=\"https:\/\/thenewstack.io\/spark-closes-real-time-processing-redis-pairing\/\"><span style=\"font-weight: 400\">Spark<\/span><\/a><span style=\"font-weight: 400\">-based <\/span><a href=\"https:\/\/thenewstack.io\/meet-u-sql-microsofts-new-language-big-data\/\"><span style=\"font-weight: 400\">big data tools<\/span><\/a><span style=\"font-weight: 400\">.\u00a0 Also, there is the ongoing challenge of fitting stateful database workloads into <\/span><a href=\"https:\/\/thenewstack.io\/databases-operators-bring-stateful-workloads-to-kubernetes\/\"><span style=\"font-weight: 400\">\"stateless\" cloud-native architectures<\/span><\/a><span style=\"font-weight: 400\">.<\/span>\r\n\r\n<br style=\"font-weight: 400\" \/><br style=\"font-weight: 400\" \/>","link":"https:\/\/thenewstack.io\/data\/","name":"Data","slug":"data","taxonomy":"category","parent":0,"meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v26.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Database and Data Management News &amp; Trends | The New Stack<\/title>\n<meta name=\"description\" content=\"This is your hub for all the latest news and analysis of modern data management and data engineering. Get an overview and dive into helpful articles.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thenewstack.io\/data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Archives\" \/>\n<meta property=\"og:description\" content=\"This is your hub for all the latest news and analysis of modern data management and data engineering. Get an overview and dive into helpful articles.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thenewstack.io\/data\/\" \/>\n<meta property=\"og:site_name\" content=\"The New Stack\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@thenewstack\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https:\/\/thenewstack.io\/data\/\",\"url\":\"https:\/\/thenewstack.io\/data\/\",\"name\":\"Database and Data Management News & Trends | The New Stack\",\"isPartOf\":{\"@id\":\"https:\/\/thenewstack.io\/#website\"},\"description\":\"This is your hub for all the latest news and analysis of modern data management and data engineering. 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