公开(公告)号：US11461367B2

公开(公告)日：2022-10-04

申请号：US16846863

申请日：2020-04-13

Applicant: Singapore University Of Technology And Design

Inventor： Linlin You ,  Bige Tuncer ,  Chau Yuen

IPC: G06F17/00 ,  G06F16/28 ,  G06F16/25 ,  G06F16/2458

Abstract: Platforms and mechanisms for multi-source data management are provided. In accordance with one aspect, a knowledge mining engine comprising an on-line knowledge mining component supporting multi-dimensional queries for on-line knowledge mining of multi-source data and an off-line knowledge mining component for running knowledge mining procedures for off-line knowledge mining of the multi-source data. The multi-source data management platform/mechanism may also include an adaptive data collector to collect data actively and passively, a data analysis cascade to cleanse and analyse the multi-source data concurrently and separately, a data integration cascade to consolidate and integrate the multi-source data according to multiple data integration dimensions, a centralized data repository implementing RESTful APIs for data CRUD operations and storing multi-source data generated in the platform, and a data sharing portal to share data and mined knowledge to users and up-layer applications.

公开(公告)号：US20150142863A1

公开(公告)日：2015-05-21

申请号：US14409991

申请日：2013-06-19

Applicant: SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN

Inventor： Chau Yuen ,  Tam Van Vo ,  Xiaohu Wu ,  Xiumin Wang ,  Wentu Song ,  Son Hoang Dau ,  Jaume Pernas

IPC: G06F17/30 ,  H04L29/08

CPC classification number: G06F16/182 ,  G06F11/1096 ,  H03M13/13 ,  H04L67/1097

Abstract: A systematic distributed storage system (DSS) comprising: a plurality of storage nodes, wherein each storage node configures to store a plurality of sub blocks of a data file and a plurality of coded blocks, a set of repair pairs for each of the storage nodes, wherein the system is configured to use the respective repair pair of storage nodes to repair a lost or damaged sub block or coded block on a given storage node. Also a distributed storage system DSS comprising h non-empty nodes, and data stored non homogenously across the non-empty nodes according to the storing codes (n,k). Further a method for determining linear erasure codes with local repairability comprising: selecting two or more coding parameters including r and δ; determining if an optimal [n, k, d] code having all-symbol (r, δ)-locality (“(r, δ)a”) exists for the selected r, δ; and if the optimal (r, δ)a code exists performing a local repairable code using the optimal (r, δ)a code.

Abstract translation: 一种系统分布式存储系统（DSS），包括：多个存储节点，其中每个存储节点配置为存储数据文件和多个编码块的多个子块，用于每个存储节点的一组修复对 ，其中所述系统被配置为使用所述相应的修复对存储节点来修复给定存储节点上的丢失或损坏的子块或编码块。 还有一种分布式存储系统DSS，其包括h个非空节点，以及根据存储码（n，k）非均匀地存储在非空节点之间的数据。 此外，一种用于确定具有局部修复性的线性擦除码的方法，包括：选择两个或更多个编码参数，包括r和δ; 确定对于所选择的r，δ存在是否存在具有全符号（r，δ） - 局部性（“（r，δ）a”）的最优[n，k，d] 并且如果最优（r，δ）代码存在使用最优（r，δ）代码执行本地可修复代码。