Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Technology Fact Sheet MIMOS – National R&D Centre in ICT, Malaysia TM MIMOS Human Resource Planning, Simulation and Analytics Tools (Mi-Resource) Provides the ability for any agency to optimize key performance indicators such as crime cases in relation to their manpower resourcing, allocation and deployment using predictive and prescriptive analytics, through a simulation tool. This solution also allows various types of stand-alone systems and variety of data to be integrated as a single eco-system supporting Hadoop Distributed File System (HDFS) and processed as a big data system. model the data according to the performance indicators required such as for health cases, financial sectors, profit and losses to cater the business industry requiring the ability to allocate and optimize resources per given branch offices. Overview Mi-Resource patented solution addresses the biggest challenge for police force to analyse, to plan resource allocation and to manage police force’s deployment in real time from the various data sources with different volumes. Predictive & prescriptive policing through big data with crime, spatial and manpower analytics could be easily achieved with millions of GPS coordinate points generated by daily activities, historical data from police reporting system, human resource management system, and along with data from unstructured sources with various volumes that could be integrated, processed quickly as a big data solution and visualized on configurable dashboard called Crime to Manpower Heat Map Simulator (C2MHS). Users (manager) can plan and study the effect of manpower deployment/allocation over the different geographical regions in real time and quickly make decision that affects public delivery for the key performance indicator(s) being measured. Easy Integration of other products to various layers API, web services and configurable UI for easy integration with various products of UI, BI tools, maps, data mining (such as R), databases, ETL tools etc. Features Mi-Resource comprises of the following features: Centralized Solution and Secured Management Centralized and flexible, thus making the management seamlessly integrated and well maintained Predictive Analytics Enabling historical data from various resource and performance parameters to be used as basis for evidence based predictions at stations, districts, contingents and national level. C2MHS and patrolling activities used by PDRM Prescriptive Analytics Police management (user) could then offer prescriptive analysis by simulating the tools representing manpower parameters Customized Dashboards and User Interface User Interface (UI) called Mi-Helio is used but other UI can be easily configured or customized to tailor for other agency’s (Health, Finance) requirements. Big Data Integration Provides data integration, accelerated Extract Transform, Loading and cleansing capabilities from data of various sources BI tools and Maps for Analytics Offers Mimos’s Business Intelligence (BI) tool and provides GIS API, but BI and maps from any vendor could be used to visualize spatial, temporal and analytics Technology Benefits The main impacts of Mi-Resource are: Structured and Unstructured Data Mi-Resource Solution Architecture Through data Integration and using of ETL (Extract Transform and Load) tools, various data sources could be ingested and utilized for data mining, data validation and analysis purposes Orchestration Engine Configuring and determining activities for machine learning and/or scheduling of map reduce tasks, batch processing tasks, data ingestion activities and real time big data processing Customisable for Unique Data Models Mi-Resource Analytics Component Users can create personalised applications using Mi-Helio and MIMOS is the leader in ICT innovations, pioneering new market creations for partners through patentable technologies for economic growth. For more information on MIMOS technologies, contact [email protected] or [email protected] or go to www.mimos.my. © 2014 MIMOS Berhad. All rights reserved. All intellectual properties not limited to patents, trademarks, industrial designs, copyrights, know-how including layout of images and contents contained herein belong to MIMOS Berhad. Any reproduction without prior written consent is prohibited. 001-0515A