---
owner:
    hid: 333
    name: Anil Ravi
    url: https://github.com/bigdata-i523/hid333
paper1:
    duplicate: True
    author:
        - Ashok Reddy Singam
        - Anil Ravi
    hid:
        - 337
        - 333
    title: >
       Big Data and Artificial Intelligence solutions for In Home, Community
       and Territory Security
    abstract: >
        Smart Security systems equipped with Video and Audio sensors produce
        huge amounts of unstructured data continuously. This paper talks
        about highlevel architecture of an intelligent security system with
        video surveillance, audio monitoring/recording, video and
        Audio analytics, alerting homeowners/authorities/agencies as needed.
    url: https://github.com/bigdata-i523/hid337/paper1/report.pdf
    status: Nov 01 17 100%
    chapter: Security
paper2:
    duplicate: True
    review: Nov 6 2017
    abstract: >
        Automatic speech recognition (ASR) and natural language processing
        (NLP) based intelligent system can be  used in several human machine
        interface applications both in consumer and industrial sector.
        This paper describes the architecture, building blocks, performance
        and applications for such system that would use pre-developed ASR
        and NLP APIs.
    chapter: Technology
    author:
        - Ashok Reddy Singam
        - Anil Ravi
    hid:
        - 337
        - 333
    status: Nov 06 17 100%
    title: >
      Natural Language Processing (NLP) to Analyze Human Speech Data
    url: https://github.com/bigdata-i523/hid337/paper2/report.pdf
project:
    duplicate: True
    abstract: >
        Not monitoring and gaining insight in to the industrial equipment
        in-service operational behavior has been the biggest bottleneck
        so far, which can be mitigated by using the latest IoT
        technologies. The idea is to collect the critical operational
        parameter data such as vibration, temperature, and load current
        from industrial equipment (compressors, vacuum generators,
        pumps, valves and any other rotating equipment applications etc)
        and perform failure prediction analysis using machine learning
        classification algorithms.
    chapter: Health
    author:
        - Ashok Reddy Singam
        - Anil Ravi
    hid:
        - 337
        - 333
    status: Dec 04 17 100%
    title: >
       IoT and Big Data Analytics for Equipment Predictive Health
       Management (PHM)
    type: project
    url: https://github.com/bigdata-i523/hid337/project/report.pdf