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[et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” _builder_version=”4.0.6″ width=”100%” width_tablet=”” width_phone=”” width_last_edited=”on|phone” custom_padding_tablet=”” custom_padding_phone=””][et_pb_row column_structure=”1_3,1_3,1_3″ module_class=”fixed_buttons” _builder_version=”4.0.6″ width=”100%” custom_padding=”||4px|||”][et_pb_column type=”1_3″ _builder_version=”4.0.6″][et_pb_image src=”https://ligadata.com/wp-content/uploads/2019/11/Lambda-architecture-white-paper.png” alt=”Lambda architecture white paper” title_text=”LigaData” align=”center” _builder_version=”4.0.6″][/et_pb_image][et_pb_text quote_border_weight=”3px” quote_border_color=”#6b1a6b” _builder_version=”4.0.6″ quote_font_size=”18px” quote_line_height=”1.3em” custom_margin=”||39px|||” header_2_2_font_size_tablet=”35px” header_3_2_font_size_tablet=”35px” header_4_2_font_size_tablet=”35px” header_5_2_font_size_tablet=”35px” header_6_2_font_size_tablet=”35px” header_2_2_font_size_phone=”28px” header_3_2_font_size_phone=”28px” header_4_2_font_size_phone=”28px” header_5_2_font_size_phone=”28px” header_6_2_font_size_phone=”28px” header_2_2_font_size_last_edited=”on|phone” header_3_2_font_size_last_edited=”on|phone” header_4_2_font_size_last_edited=”on|phone” header_5_2_font_size_last_edited=”on|phone” header_6_2_font_size_last_edited=”on|phone” header_2_3_font_size_tablet=”30px” header_3_3_font_size_tablet=”30px” header_4_3_font_size_tablet=”30px” header_5_3_font_size_tablet=”30px” header_6_3_font_size_tablet=”30px” header_2_3_font_size_phone=”20px” header_3_3_font_size_phone=”20px” header_4_3_font_size_phone=”20px” header_5_3_font_size_phone=”20px” header_6_3_font_size_phone=”20px” header_2_3_font_size_last_edited=”on|phone” header_3_3_font_size_last_edited=”on|phone” header_4_3_font_size_last_edited=”on|phone” header_5_3_font_size_last_edited=”on|phone” header_6_3_font_size_last_edited=”on|phone” header_2_4_font_size_tablet=”24px” header_3_4_font_size_tablet=”24px” header_4_4_font_size_tablet=”24px” header_5_4_font_size_tablet=”24px” header_6_4_font_size_tablet=”24px” header_2_4_font_size_phone=”16px” header_3_4_font_size_phone=”16px” header_4_4_font_size_phone=”16px” header_5_4_font_size_phone=”16px” header_6_4_font_size_phone=”16px” header_2_4_font_size_last_edited=”on|phone” header_3_4_font_size_last_edited=”on|phone” header_4_4_font_size_last_edited=”on|phone” header_5_4_font_size_last_edited=”on|phone” header_6_4_font_size_last_edited=”on|phone” header_2_4_line_height_phone=”1.4em” header_3_4_line_height_phone=”1.4em” header_4_4_line_height_phone=”1.4em” header_5_4_line_height_phone=”1.4em” header_6_4_line_height_phone=”1.4em” header_2_4_line_height_last_edited=”on|tablet” header_3_4_line_height_last_edited=”on|tablet” header_4_4_line_height_last_edited=”on|tablet” header_5_4_line_height_last_edited=”on|tablet” header_6_4_line_height_last_edited=”on|tablet” header_2_5_font_size_tablet=”20px” header_3_5_font_size_tablet=”20px” header_4_5_font_size_tablet=”20px” header_5_5_font_size_tablet=”20px” header_6_5_font_size_tablet=”20px” header_2_5_font_size_phone=”15px” header_3_5_font_size_phone=”15px” header_4_5_font_size_phone=”15px” header_5_5_font_size_phone=”15px” header_6_5_font_size_phone=”15px” header_2_5_font_size_last_edited=”on|phone” header_3_5_font_size_last_edited=”on|phone” header_4_5_font_size_last_edited=”on|phone” header_5_5_font_size_last_edited=”on|phone” header_6_5_font_size_last_edited=”on|phone” header_2_6_font_size_tablet=”17px” header_3_6_font_size_tablet=”17px” header_4_6_font_size_tablet=”17px” header_5_6_font_size_tablet=”17px” header_6_6_font_size_tablet=”17px” header_2_6_font_size_phone=”14px” header_3_6_font_size_phone=”14px” header_4_6_font_size_phone=”14px” header_5_6_font_size_phone=”14px” header_6_6_font_size_phone=”14px” header_2_6_font_size_last_edited=”on|phone” header_3_6_font_size_last_edited=”on|phone” header_4_6_font_size_last_edited=”on|phone” header_5_6_font_size_last_edited=”on|phone” header_6_6_font_size_last_edited=”on|phone”]Lambda architecture has gained popularity recently as an organizing framework for synthesizing data processing and analysis. However, it has limitations. In this white paper we demonstrate how – with the addition of a single processing layer – lambda architecture can be generalized and extended for continuous decisioning, providing the same benefits of batch- and stream-processing that standard lambda architecture provides to real-time analytics, as well as providing a continuous feedback mechanism relevant for all applications.[/et_pb_text][/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.0.6″][et_pb_text _builder_version=”4.0.7″ hover_enabled=”0″]

Co-authors

    

Co-Authors: Nick Weir and Rich Johnson, LigaData

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Table of Contents

  • Introduction
  • Sample Use Case: Real-Time Automated Bank Communications
  • Lambda Architecture for Continuous Decisioning
  • Implementing the Decisioning Layer with Kamanja
  • The Kamanja Community
  • References
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LigaData’s products enable business users to access their big data environment and conduct analysis and targeting hundreds of times a day without the dependency on technical teams.

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All our products can interface with the latest open source or existing legacy systems.

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