{"id":3085,"date":"2019-01-24T15:09:46","date_gmt":"2019-01-24T15:09:46","guid":{"rendered":"https:\/\/lcloud.pl\/?p=3085"},"modified":"2024-12-12T11:33:33","modified_gmt":"2024-12-12T10:33:33","slug":"amazon-neptune-visual-dimension-of-the-database","status":"publish","type":"post","link":"https:\/\/lcloud.pl\/en\/amazon-neptune-visual-dimension-of-the-database\/","title":{"rendered":"Amazon Neptune &#8211; visual dimension of the database"},"content":{"rendered":"<h4 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">There are many types of databases, and the most common are relational databases. They are based on &#8220;relations&#8221; between data, which are presented in the form of tables. Amazon Neptune is a service that uses graph structures with nodes, access points and properties to present and store data in the form of graphs. It finds its place in applications such as e-commerce recommendation engines, fraud detection, building knowledge charts or during network security analysis. The operation of the service is presented in the chart below.<\/span><\/h4>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3202\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2.jpg\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2.jpg 1280w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-300x169.jpg 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-768x432.jpg 768w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-1024x576.jpg 1024w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-160x90.jpg 160w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-140x79.jpg 140w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-174x98.jpg 174w, https:\/\/lcloud.pl\/wp-content\/uploads\/schemat-jak-to-dzia\u0142a-eng-2-161x91.jpg 161w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/span><\/p>\n<h5><\/h5>\n<h5><\/h5>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">The main advantages of Amazon Neptune:<\/span><\/h5>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 19px;\"><strong>Supports for Open Graph APIs<\/strong> &#8211; support tools such as Gremlin or SPARQL, while allowing the selection of the chart model, properties and language of open source queries, while ensuring high efficiency of their operation.<\/span><\/li>\n<li><span style=\"font-size: 19px;\"><strong>Is highly efficient and scaled<\/strong> &#8211; works on the basis of a specially designed, powerful database engine, optimized for storing billions of relationships and checking latency in milliseconds.<\/span><\/li>\n<li><span style=\"font-size: 19px;\"><strong>Is highly available and durable<\/strong> &#8211; has the function of automatic healing and damage-resistant mass storage created for the cloud, which creates up to six copies of data in three different accessibility zones (Availability Zones). In addition, it constantly backs up data to the Amazon S3 service and transparently recovers lost data during a disaster.<\/span><\/li>\n<li><span style=\"font-size: 19px;\"><strong>Is on a high level of security<\/strong> &#8211; allows for multi-level data protection and access to them thanks to network isolation thanks to the use of a virtual private network (VPC) and the possibility of encrypting data in rest (using the AWS KMS service).<\/span><\/li>\n<\/ul>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">How much does it cost to use the solution?<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Amazon Neptune is a service billed in the pay-per-use model, i.e. payments only for the resources used. This allows you to free yourself from the unnecessary start-up costs and complexity of planning the purchase of database capacity in advance.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\"><br \/>\nService costs include both the cost of the main database instances used for reading and writing the tasks and the Amazon Neptune replicas that are used to scale readings and failover. Amazon Neptune uses the architecture of multiple access zones (Multi-AZ) during emergency switching to a replica in the event of a failure. The cost of implementing this configuration is the cost of the basic instance and the cost of the Amazon Neptune replica instance.<br \/>\n<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Detailed calculations for each of the regions can be found in the <a href=\"https:\/\/aws.amazon.com\/neptune\/pricing\/\">Pricing<\/a> tab.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\"><strong><span style=\"font-size: 21px; color: #676767;\">Here are some examples where databases presented with graphs can perform much better than relational or NoSQL databases.<\/span><\/strong><\/h4>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Social Networking<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Thanks to Amazon Neptune you can quickly and easily process large interactions sets to create social applications. Thanks to its functionality, allows prioritizing the order of updates displayed to the user.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3069\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking.png\" alt=\"\" width=\"473\" height=\"263\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking.png 538w, https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking-300x167.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking-160x90.png 160w, https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking-176x98.png 176w, https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking-161x89.png 161w, https:\/\/lcloud.pl\/wp-content\/uploads\/Social-Networking-140x78.png 140w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Recommendation Engines<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Amazon Neptune allows you to use the highly available database more efficiently to create product recommendations. Recommendations are based on a comparison of similar shopping histories among users or mutual friends.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3067\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines.png\" alt=\"\" width=\"473\" height=\"280\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines.png 540w, https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines-300x178.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines-165x98.png 165w, https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines-161x95.png 161w, https:\/\/lcloud.pl\/wp-content\/uploads\/recommendation-engines-140x83.png 140w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Fraud Detection<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Functionality particularly important for the financial and service industry. It allows you to monitor transactions in near real time. By creating graphical queries, in order to quickly detect patterns of relationships, the effectiveness of fraud detection increases.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3059\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/fraud-detecttion.png\" alt=\"\" width=\"473\" height=\"288\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/fraud-detecttion.png 560w, https:\/\/lcloud.pl\/wp-content\/uploads\/fraud-detecttion-300x183.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/fraud-detecttion-161x98.png 161w, https:\/\/lcloud.pl\/wp-content\/uploads\/fraud-detecttion-140x85.png 140w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Knowledge Graphs<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Education is another area where you can apply this database model. Using knowledge charts, you can easily update information or expand and check complex regulatory rules models. An example is the Wikidata portal.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3077\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs.png\" alt=\"\" width=\"473\" height=\"272\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs.png 544w, https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs-300x173.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs-140x81.png 140w, https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs-170x98.png 170w, https:\/\/lcloud.pl\/wp-content\/uploads\/konwledge-graphs-161x93.png 161w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Life Sciences<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">With Amazone Neptune, you can also store data such as disease models and genetic patterns. With its help, you can easily model relationships and chemical reactions that can be used in scientific publications.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3063\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces.png\" alt=\"\" width=\"473\" height=\"219\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces.png 588w, https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces-300x139.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces-212x98.png 212w, https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces-161x74.png 161w, https:\/\/lcloud.pl\/wp-content\/uploads\/life-sciecnces-140x65.png 140w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 21px; color: #199ad8;\">Network \/ IT operations<\/span><\/h5>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Amazon Neptune gives you the ability to store and process events to manage and secure your network. Using the service, you can easily understand how anomaly can affect the network (creating a query for a chart pattern using event attributes).<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3061\" src=\"https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations.png\" alt=\"\" width=\"473\" height=\"215\" srcset=\"https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations.png 512w, https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations-300x137.png 300w, https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations-215x98.png 215w, https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations-161x73.png 161w, https:\/\/lcloud.pl\/wp-content\/uploads\/it-network-operations-140x64.png 140w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">All the above models show the improvements introduced by the Amazon Neptune service, which saves time when performing tasks such <\/span>as<span style=\"font-size: 19px;\"> configuration and maintenance, updating, backup, data recovery, failure detection and repair.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 19px;\">Amazon Neptune has been designed to help provide the user with a high level of SLA, further enhancing database performance by tightly integrating the database engine with a virtual storage layer, based on SSD drives, built to work with databases. Thanks to such a wide range of applications, ease of use and favourable price conditions, the implementation of Amazon Neptune is extremely easy, and in the long-term &#8211; cost-effective.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>There are many types of databases, and the most common are relational databases. They are based on &#8220;relations&#8221; between data, which are presented in the form of tables. Amazon Neptune is a service that uses graph structures with nodes, access points and properties to present and store data in the form of graphs. It finds [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10094,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[3],"tags":[30,35],"class_list":["post-3085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-aws-en","tag-cloud-computing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Amazon Neptune - visual dimension of data base | LCloud<\/title>\n<meta name=\"description\" content=\"Amazon Neptune service saves time by using graph structures to present and store data in a visual form. 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