<\/span><\/h2>\nThese main access patterns cover organisations transitioning into projects, employees assigned to those projects and on-hold projects.<\/p>\n
Their purpose is to help users quickly locate projects by name or employee assignment as well as understand any relationships that might exist between projects and employees.<\/p>\n
Access patterns involve assigning employees to specific projects through various operations like create, read, update and delete, as well as create read update and delete operations.<\/p>\n
Users are able to quickly locate each project by name, assigned employees and relationship between projects and employees.<\/p>\n
Users can quickly search an employee by name using the front-end filter for quick identification of an employee.<\/p>\n
This process helps users identify the primary key of their table and ensures their data is efficiently sorted.<\/p>\n
Utilising this pattern, employees are assigned specific projects with this being the ideal way of finding project managers responsible.<\/p>\n
The fourth key access pattern entails identifying a primary key of any table in question.<\/p>\n
[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ _builder_version=”4.9.7″ _module_preset=”default” background_color=”#064399″ use_background_color_gradient=”on” background_color_gradient_start=”#ff8c7c” background_color_gradient_end=”#e5ba4e” background_color_gradient_type=”radial” background_color_gradient_direction_radial=”top left” background_color_gradient_start_position=”35%” background_color_gradient_end_position=”80%” transform_scale=”74%|69%” transform_scale_linked=”off” transform_translate=”-53px|-50px” transform_translate_linked=”off” custom_margin=”||-5px||false|false” custom_padding=”|||2px|false|false” link_option_url=”https:\/\/cloudfoundation.com\/blog\/” link_option_url_new_window=”on”][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_image src=”https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2023\/06\/8423118_3895895.png” _builder_version=”4.9.7″ _module_preset=”default” width=”85.4%” custom_margin=”-31px||-24px||false|false” custom_padding=”|22px|0px||false|false”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_text _builder_version=”4.9.7″ _module_preset=”default” text_font=”Georgia|700|||||||” text_font_size=”23px” text_line_height=”1.3em” header_font=”Georgia|700|||||||” header_font_size=”19px” header_letter_spacing=”-1px” header_line_height=”1.2em” transform_scale=”171%|159%” transform_scale_linked=”off” transform_translate=”40px|44px” transform_translate_linked=”off” transform_origin=”70%|50%” z_index=”-161″ width=”100%” custom_margin=”|-215px||||” custom_padding=”|0px||||” link_option_url=”https:\/\/cloudfoundation.com\/blog\/” link_option_url_new_window=”on” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n
AWS DynamoDB Online Training<\/strong><\/span><\/p>\n[\/et_pb_text][et_pb_button button_url=”https:\/\/cloudfoundation.com\/” url_new_window=”on” button_text=”Up Coming Batches” _builder_version=”4.9.7″ _module_preset=”default” custom_button=”on” button_text_color=”#E09900″ button_bg_color=”#FFFFFF” button_font=”|700|||||||” transform_translate=”64px|65px” transform_translate_linked=”off” background_layout=”dark”][\/et_pb_button][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_image src=”https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2019\/06\/logo_resize_color.png” _builder_version=”4.9.7″ _module_preset=”default” transform_translate=”-36px|0px” transform_translate_linked=”off” custom_margin=”|||178px||”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.9.7″ background_size=”initial” background_position=”top_left” background_repeat=”repeat”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.9.7″ text_font=”Georgia||||||||” text_text_color=”#000000″ text_font_size=”22px” text_line_height=”1.9em” max_width=”800px” max_width_last_edited=”off|phone” custom_margin=”|||10%” custom_margin_last_edited=”off|desktop” text_font_size_tablet=”” text_font_size_phone=”” text_font_size_last_edited=”on|phone” text_line_height_last_edited=”off|phone”]<\/p>\n
<\/span>Global Secondary Indexin DynamoDB<\/strong><\/span><\/h2>\nGlobal secondary indexes provide users with access to a backstage table containing items indexed. A project employee index allows users to quickly locate projects and employees within an organisation.<\/p>\n
This Global Search Index’s (GSI) primary key is an Organisation ID followed by their EMP Value (C).<\/p>\n
C serves as its own soft key; hence GSI usage includes searching all organizations by name as well as projects or employees by name and organizations by their name.<\/p>\n
To overcome these hurdles, GSI overloading was developed. When creating either a global or local GSI index, secondary indexes can be added on an existing table while specific attributes serve as partition keys – each partition key and sort key differing from both its parent table’s partition key and sort keys.<\/p>\n
In this example, both partition keys of the table itself (Sword Key of Table), the partition key for Global Space Information Infrastructures (GSIs), as well as their sword keys are utilized. However, only one sword key will be utilized on an GSI.<\/p>\n
![\"\"](\"https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2025\/03\/GSI-Overloading-in-DynamoDB-5.png\")
<\/p>\n
<\/span>Access patterns in DynamoDB<\/strong><\/span><\/h2>\nAccess patterns are another essential aspect of GSI overloading. They allow different kinds of data to be organized within tables for easier querying and management of this massive amount of information.<\/p>\n
DynamoDB uses partition and sort keys as its primary access pattern; primary keys serve to identify entities within one table (for instance an application), such as being identified through hashing of partition keys which constitute its primary key (known also as hash or sort keys).<\/p>\n
A partition key determines how data should be divided and stored, for instance determining where organisation item data should go (oak hash 1 2 3 for instance).<\/p>\n
A hash function determines this partition key to partition specific pieces of information such as organisation items.<\/p>\n
Hash functions are used to determine where data should be stored or retrieved and to sort specific items within each partition using range keys (often known as sort keys).<\/p>\n
The result of the hash function determines this choice. Afterward, using sort keys as range keys enables specific data items within one partition to be quickly found for retrieval or storage.<\/p>\n
<\/span>Conclusion<\/strong><\/span><\/h2>\nAmazon DynamoDB provides an highly scalable and flexible NoSQL database solution designed specifically to support modern applications that need low latency access and high performance.<\/p>\n
DynamoDB makes data storage and retrieval efficient with partition and sort keys, making it ideal for applications utilizing complex data models or large datasets.<\/p>\n
Designing data models using a five-step process, global secondary indexes and access patterns empowers users to optimize their database in terms of both performance and cost efficiency.<\/p>\n
DynamoDB integrates well with other AWS services, including caching and in-memory capabilities, to allow applications to scale seamlessly without impacting speed or reliability.<\/p>\n
DynamoDB provides organizations with an efficient means for managing vast quantities of information while still maximizing performance.[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ _builder_version=”4.9.7″ _module_preset=”default” background_color=”#064399″ use_background_color_gradient=”on” background_color_gradient_start=”#494fff” background_color_gradient_end=”#9ea6ff” background_color_gradient_type=”radial” background_color_gradient_direction_radial=”top left” background_color_gradient_start_position=”35%” background_color_gradient_end_position=”80%” transform_scale=”74%|71%” transform_scale_linked=”off” transform_translate=”-53px|-50px” transform_translate_linked=”off” link_option_url=”https:\/\/cloudfoundation.com\/blog\/” link_option_url_new_window=”on”][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_image src=”https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2023\/06\/Untitled-11.png” title_text=”Untitled-11″ _builder_version=”4.9.7″ _module_preset=”default” transform_scale=”103%|103%” transform_scale_linked=”off” transform_translate=”11px|0px” transform_translate_linked=”off” custom_padding=”|88px||||”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_text _builder_version=”4.9.7″ _module_preset=”default” text_font=”Georgia|700|||||||” text_text_color=”#FFFFFF” text_font_size=”23px” text_line_height=”1.3em” header_font=”Georgia|700|||||||” header_font_size=”19px” header_letter_spacing=”-1px” header_line_height=”1.2em” transform_scale=”171%|159%” transform_scale_linked=”off” transform_translate=”40px|44px” transform_translate_linked=”off” transform_origin=”70%|50%” z_index=”-161″ width=”100%” custom_margin=”|-215px||||” custom_padding=”|0px||||” link_option_url=”https:\/\/cloudfoundation.com\/blog\/” link_option_url_new_window=”on”]<\/p>\n
AWS DynamoDB <\/strong> Course Price<\/strong><\/span><\/p>\n[\/et_pb_text][et_pb_button button_url=”https:\/\/cloudfoundation.com\/” url_new_window=”on” button_text=”Offer Price” _builder_version=”4.9.7″ _module_preset=”default” custom_button=”on” button_text_color=”#0C71C3″ button_bg_color=”#FFFFFF” button_font=”|700|||||||” transform_translate=”64px|65px” transform_translate_linked=”off”][\/et_pb_button][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.9.7″ _module_preset=”default”][et_pb_image src=”https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2019\/06\/logo_resize_color.png” title_text=”logo_resize_color” _builder_version=”4.9.7″ _module_preset=”default” transform_translate=”-36px|0px” transform_translate_linked=”off” custom_margin=”|||178px||”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.9.7″ background_size=”initial” background_position=”top_left” background_repeat=”repeat”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_team_member name=”Vinitha Indhukuri” position=”Author” image_url=”https:\/\/cloudfoundation.com\/blog\/wp-content\/uploads\/2025\/02\/Vinitha-Indhukuri-e1739946272117.png” _builder_version=”4.9.7″ header_level=”h5″ header_font=”Titillium Web|700|||||||” body_font=”Titillium Web||||||||” body_font_size=”16″]Success isn\u2019t about being the best; it\u2019s about being better than you were yesterday.<\/strong>[\/et_pb_team_member][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"[et_pb_section fb_built=”1″ _builder_version=”4.9.7″][et_pb_row _builder_version=”4.9.7″ background_size=”initial” background_position=”top_left” background_repeat=”repeat”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_post_title meta=”off” featured_image=”off” _builder_version=”4.9.7″ title_font=”Times New Roman||||||||” title_text_align=”left” title_text_color=”#000000″ title_font_size=”47″ background_color=”RGBA(0,0,0,0)” background_enable_image=”off” custom_margin=”|||10%” title_font_size_tablet=”40″ title_font_size_phone=”35″ title_font_size_last_edited=”on|desktop”][\/et_pb_post_title][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.9.7″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” custom_padding=”31px|||||”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.9.7″ text_font=”Georgia||||||||” text_text_color=”#000000″ text_font_size=”22px” text_line_height=”1.9em” max_width=”800px” max_width_last_edited=”off|phone” custom_margin=”|||10%” custom_margin_last_edited=”off|desktop” text_font_size_tablet=”” text_font_size_phone=”” text_font_size_last_edited=”on|phone” text_line_height_last_edited=”off|phone”] What is Amazon Dynamo DB Amazon DynamoDB […]<\/p>\n","protected":false},"author":7,"featured_media":93784,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","footnotes":""},"categories":[81],"tags":[],"class_list":{"0":"post-93765","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-aws"},"yoast_head":"\n
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