EVENTO
TOWARDS AN INTEGRATED SOLUTION FOR IOT DATA MANAGEMENT
Tipo de evento: Exame de Qualificação
THE EMERGENCE OF BIG DATA AND THE INTERNET OF THINGS (IOT) IS INCREASINGLY PROVIDING NEW OPPORTUNITIES FOR BOTH INDUSTRYAND SCIENCE, BEING CHARACTERIZED BY A HUGE NUMBER OF DATA STREAMS THAT DEMAND REAL-TIME PROCESSING AND ANALYSIS. SYSTEMSBUILT TO ASSIST IN THE MANAGEMENT OF THESE DATA STREAMS WILL PLAY AN IMPORTANT ROLE FOR IOT APPLICATIONS. HOWEVER, THEREARE NUMEROUS CHALLENGES THAT MUST BE TAKEN INTO ACCOUNT WHEN BUILDING AN EFFICIENT DATA SYSTEM FOR HANDLING LARGE SCALE,DYNAMIC, SEMI-STRUCTURED DATA SUCH AS IOT, AND CURRENTLY EXISTING SOLUTIONS ONLY PARTIALLY ADDRESS THE REQUIREMENTS OFTHESE SCENARIOS. IN THE PRESENT PROPOSAL, THE PHD CANDIDATE SUMMARIZES SOME OF THE MAIN CHALLENGES INVOLVED IN BUILDINGAN EFFICIENT SYSTEM FOR IOT DATA MANAGEMENT AND ANALYSIS, AND HOW DIFFERENT DATA MANAGEMENT APPROACHES SUCH AS ACTORORIENTED, ARRAY AND ACTIVE DATABASES CAN OFFER STRONG CONTRIBUTIONS TO THESE REQUIREMENTS. THE CANDIDATE ALSO DISCUSSESTHE POTENTIAL OF PERFORMING MACHINE LEARNING INFERENCE AND HANDLING CONCEPT DRIFT IN IOT AS AN INTEGRATED DATABASEPROCESS. BASED ON THESE CONCEPTS, THE PRESENT WORK PROPOSES A DATABASE MANAGEMENT SOLUTION TO SUPPORT LARGE SCALEDATA STREAM BASED ANALYSIS CAPABLE OF COMBINING MACHINE LEARNING AND DIFFERENT DATA MODELS.Para assistir acesse: https://us02web.zoom.us/j/86245094688?pwd=eSttWkF5RW1xZ2lUZ1ZEVG1qc1cvdz09
Data Início: 07/05/2021 Hora: 09:00 Data Fim: 07/05/2021 Hora: 12:00
Local: LNCC - Laboratório Nacional de Computação Ciêntifica - Webinar
Aluno: Anderson Chaves da Silva - - LNCC
Orientador: Fabio André Machado Porto - Laboratório Nacional de Computação Científica - LNCC
Participante Banca Examinadora: Antônio Tadeu Azevedo Gomes - Laboratório Nacional de Computação Científica - LNCC Luiz Manoel Rocha Gadelha Júnior - German Cancer Research Center - DKFZ Marcos Antonio Vaz Salles - Universidade de Copenhague - Dinamarca - Renato Portugal - Laboratório Nacional de Computação Científica - LNCC
