advanced processing and networking analytics; machine (software-defined learning (SVM and networking RF) for [SDN]) classification and recommendation services; advanced algorithms for massive image analysis; computational solutions 4. Massive data analysis toward massive imaging datasets. 19 1. 1. Processing raw 1. Legacy 1. Data format 1. Security and -- 1. Mobile Genomic data in variant calls computing cluster for genome privacy platforms for compressed data 2. Challenge: and other PaaS browsers protection of physicians (300 GB/day) characterizing and IaaS health records accessing from various DNA machine learning (computing and clinical genomic data sequencers for complex cluster) research (mobile 2. Distributed analysis on 2. Huge data databases device) data source systematic errors storage in PB (sequencers) from sequencing range (storage) 3. Various file technologies 3. Unix-based formats with both legacy sequencing structured and bioinformatics unstructured data software (software package) 20 1. Multiple 2. Scalable RDBMS 1. Huge data 1. Real-time 1. Login 1. Methods to -- Comparative centralized data for heterogeneous storage interactive security: improve data quality
processing and analytics; machine learning (SVM and RF) for classification and recommendation services; advanced algorithms for massive image analysis; computational solutions 4. Massive data analysis toward massive imaging datasets. advanced networking (software-defined networking [SDN]) 19 Genomic 1. compressed data (300 GB/day) from various DNA sequencers 2. Distributed data source (sequencers) 3. Various file formats with both structured and unstructured data 1. Processing raw data in variant calls 2. Challenge: characterizing machine learning for complex analysis on systematic errors from sequencing technologies 1. Legacy computing cluster and other PaaS and IaaS (computing cluster) 2. Huge data storage in PB range (storage) 3. Unix-based legacy sequencing bioinformatics software (software package) 1. Data format for genome browsers 1. Security and privacy protection of health records and clinical research databases -- 1. Mobile platforms for physicians accessing genomic data (mobile device) 20 Comparative 1. Multiple centralized data 2. Scalable RDBMS for heterogeneous 1. Huge data storage 1. Real-time interactive 1. Login security: 1. Methods to improve data quality --