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Module #3693

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Big Data Analytics Platform and Tools for Epidemic Forecasting and Mitigation

Added by Binu Janardhanan about 1 year ago. Updated 10 months ago.

Status:
New
Priority:
High
Start date:
01/10/2025
Due date:
10/29/2025 (about 9 months late)
% Done:

14%

Estimated time:
(Total: 1:00 h)
Planned Due Date:

Description

Design and Development of Disease Modeling Application – A tool for simulating and analyzing disease transmission dynamics using AI-powered models.
Design and Development of Disease Forecasting Application – A predictive analytics system for forecasting disease outbreaks and their potential impact.
Design and Development of API for Research Access – A dedicated API enabling researchers to access AI models and analytical frameworks for further studies and applications
Epidemic Forecasting Centre : Deployment of the AI-Driven Big Data Analytics Platform, Disease Surveillance Dashboard, Disease Modelling and Forecasting Application for epidemic management and mitigation and API for Researchers for facilitating research.
Design and Development of AI-Driven Big Data Analytics Platform – A robust framework integrating diverse data sources for real-time analysis and predictive modeling.
Design and Development of Disease Surveillance Dashboard – An interactive application featuring a Kerala-specific map for real-time visualization and monitoring of disease trends.


Subtasks 80 (64 open16 closed)

Module #3684: Design and Development of Disease Modeling Application NewSudalaimani C06/09/2025

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Activity #3685: Design Disease modelling UI in the dashboard applicationNewShameera S L06/09/2025

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Activity #3686: Integrate Disease Modelling Application NewShameera S L06/09/2025

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Activity #3687: Develop a Disease modelling UI in the dashboard applicationNewShameera S L06/09/2025

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Module #3694: Design and Development of Disease Forecasting Application NewSudalaimani C06/09/2025

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Module #3695: Design and Development of API for Research AccessNewSudalaimani C06/09/2025

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Module #3696: Center for Epidemic Forecsting(EPIFORM)NewSudalaimani C01/10/202510/29/2025

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Activity #3701: Design NiFi Framework for Data ingestion NewThara S Pillai06/09/202510/16/2025

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Activity #3702: Explore the possibilities to develop an automated data Ingestion Pipe line integrating with HDFS layer NewSherin Sebastian06/09/2025

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Activity #4161: Preparation of a Conference Paper on Data Ingestion Pipeline with Apache NiFiNewSherin Sebastian09/22/202510/16/2025

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Activity #3703: Automate the IDSP group data extraction and transforming to JSON file from a NiFi paltform to HDFS NewSherin Sebastian06/09/2025

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Module #3704: Technology ExplorationNew03/21/202510/29/2025

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Activity #3705: Explore Delta LakeClosedSreeshna T03/21/2025

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Activity #3706: Setup tool to query delta lake objectsClosedSreeshna T03/21/2025

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Activity #3707: Create a DataFlow pipelineClosedSreeshna T03/21/2025

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Activity #3708: Explore - Store data onto Delta LakeClosedSreeshna T03/27/2025

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Activity #3709: Explore Delta Lake medallion-architectureClosedSreeshna T03/27/2025

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Activity #3710: Explore - Data ingestion from public APIsClosedSherin Sebastian03/27/2025

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Activity #3711: Explore - Delta Lake data read from multiple files with filteringNewSreeshna T03/27/2025

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Activity #3712: Feasibility of integration of nifi data ingestion and visualizationNewSherin Sebastian03/27/2025

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Activity #3713: Design approaches - Delta Lake -- medallion-architectureNewSherin Sebastian03/27/2025

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Activity #3714: Create NiFi data flow files - read from static filesClosedSherin Sebastian03/28/2025

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Activity #3715: Create a custom processor in NiFiClosedSreeshna T05/30/2025

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Activity #3716: Use NiFi to ingest CSV files from SFTPResolvedSreeshna T05/30/2025

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Activity #3730: Explore back pressure and demo the purpose and applicationClosedSreeshna T06/11/2025

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Activity #3731: NiFi server architectureNewSherin Sebastian06/11/2025

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Activity #3732: Explore provenance and demo purposeNewSherin Sebastian06/11/2025

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Activity #3735: Demonstrate Delta lake - scheme enforcement/evolutionClosedSreeshna T06/11/2025

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Activity #3745: Demo Provenance Events to track data flowNewSherin Sebastian06/11/2025

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Activity #3746: Optimization approachesNewSreeshna T06/11/2025

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Activity #3747: Modify pipeline to submit delta lake write as a spark jobClosedSherin Sebastian06/11/2025

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Activity #3750: Experiment Merge otpion for data insert/update/delete from delta lake ClosedSreeshna T06/11/2025

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Activity #3757: Enable and test Python logging in NiFi ExecuteScript processor with daily log file rotation.ClosedSherin Sebastian06/13/2025

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Activity #3776: Prepare documentation - Delta lake access thorugh DBeaverResolvedSreeshna T06/23/2025

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Sub module #3873: Data Mapping and Harmonization for Delta Lake ConsolidationNewSherin Sebastian07/07/2025

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Activity #3874: Simulate a csv file for temperature data with district names.NewSherin Sebastian07/07/2025

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Activity #3876: Document schema of IDSP fileNewSherin Sebastian07/07/2025

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Activity #3877: Build a Canonical Dimension TableNewSherin Sebastian07/07/2025

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Activity #3878: Ingest Data into Bronze LayerNewSherin Sebastian07/07/2025

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Activity #3879: Mapping and Transformation in Silver LayerNewSherin Sebastian07/07/2025

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Activity #3880: Join and Aggregate in Gold LayerNewSherin Sebastian07/07/2025

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Activity #3881: Query and ValidationNewSherin Sebastian07/07/2025

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Sub module #4065: Paper publishing New08/04/202510/29/2025

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Activity #4066: Literature survey to compareNewSherin Sebastian08/04/2025

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Activity #4342: Research Paper – Data Ingestion using Apache NiFiNewSherin Sebastian10/21/202510/29/2025

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Module #3717: DevelopmentNew06/10/2025

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Module #3718: Technology Stack SetupNew03/28/2025

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Activity #3719: Setup Spark managed Delta LakeClosedSherin Sebastian03/28/2025

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Activity #3720: Setup Spark managed Delta LakeClosedSreeshna T03/28/2025

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Activity #3721: Experimental Setup Data Repository - NiFi - Delta LakeNewSherin Sebastian06/10/2025

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Activity #3722: Setup timer-driven NiFi processorsClosedSherin Sebastian06/10/2025

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Activity #3723: Setup event-driven NiFi processorsNewSherin Sebastian06/10/2025

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Activity #3733: Enable HTTPSNewSherin Sebastian06/11/2025

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Activity #3734: Set up users, roles, and policiesNewSherin Sebastian06/11/2025

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Activity #3736: Big Data Technology ExplorationResolvedPrasidh J S01/10/2025

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Activity #3737: Hadoop Architecture StudyResolvedPrasidh J S01/28/2025

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Activity #3738: Hands-On Hadoop Configuration, Monitoring and ManagementResolvedPrasidh J S02/11/2025

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Activity #3739: Introduction to Disease ModellingResolvedPrasidh J S03/03/2025

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Activity #3740: Compartmental Models ExploredResolvedPrasidh J S03/06/2025

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Activity #3741: Model Implementation and VisualizationResolvedPrasidh J S03/18/2025

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Activity #3742: User Interface Design (PyQt6)ResolvedPrasidh J S04/01/2025

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Activity #3743: Spark Technology ExplorationResolvedPrasidh J S05/01/2025

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Activity #3744: Spark Installation and ConfigurationResolvedPrasidh J S06/02/2025

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Activity #3748: Exploration and Finalization of Efficient Hardware Requirements for Big Data TechnologiesResolvedPrasidh J S04/16/2025

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Activity #3749: Exploration of Data PipelineResolvedPrasidh J S06/11/2025

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Activity #3758: Integration and Usage of Delta Lake with Hadoop and SparkResolvedPrasidh J S06/12/2025

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Module #3883: DocumentationNew07/07/2025

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Module #3889: Prepare a design document of IDSP data ingestionNewSherin Sebastian07/07/2025

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Module #3697: Design and Development of Disease Surveillance DashboardNewSudalaimani C04/01/202510/28/2025

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Sub module #3459: Familiarize with the Dashboard React framework NewSherin Sebastian04/01/202510/28/2025

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Activity #3460: Explore the leaflet js and map loadingIn ProgressAswathi Manohar04/01/2025

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Activity #4338: Theme Integration and UI SetupNewSherin Sebastian10/21/202510/24/2025

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Activity #4339: Kerala Map VisualizationNewSherin Sebastian10/21/202510/24/2025

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Activity #4340: District Drill-down FunctionalityNewSherin Sebastian10/21/202510/27/2025

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Activity #4341: Data Analytics VisualizationNewSherin Sebastian10/21/202510/28/2025

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Activity #3461: Dashboard frame settingNewSherin Sebastian04/01/2025

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Activity #3698: Explore the possibility of Open Streetmap or other map to be integrate with dashboardNewGowrisree S06/09/2025

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Activity #3699: Create database for Disaese surveillance dashboardNewShameera S L12/26/2025

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Activity #4507: Date wise, weekly wise, monthly wise disease surveilance NewShameera S L12/26/2025

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Activity #3700: Collect Data from NiFi framework and display the data in dashboardNewSherin Sebastian06/09/2025

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Actions #1

Updated by Binu Janardhanan about 1 year ago

  • Subtask #3684 added
Actions #2

Updated by Binu Janardhanan about 1 year ago

  • Assignee set to Binu Janardhanan
Actions #3

Updated by Binu Janardhanan about 1 year ago

  • Subtask #3694 added
Actions #4

Updated by Binu Janardhanan about 1 year ago

  • Subtask #3695 added
Actions #5

Updated by Binu Janardhanan about 1 year ago

  • Subtask #3696 added
Actions #6

Updated by Binu Janardhanan about 1 year ago

  • Subtask #3697 added
Actions

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