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HPCC
小 (→链接) |
小 (→机器学习) |
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| 第34行： | 第34行： | ||
*[http://docs.huihoo.com/hpcc/unsupervised-learning-and-image-classification-in-high-performance-computing-cluster.pdf Unsupervised Learning and Image Classification in High Performance Computing Cluster] | *[http://docs.huihoo.com/hpcc/unsupervised-learning-and-image-classification-in-high-performance-computing-cluster.pdf Unsupervised Learning and Image Classification in High Performance Computing Cluster] | ||
*[http://docs.huihoo.com/hpcc/optimizing-supervised-and-implementing-unsupervised-machine-learning-algorithms-in-hpcc-systems.pdf Optimizing Supervised Machine Learning Algorithms and Implementing Deep Learning in HPCC Systems] | *[http://docs.huihoo.com/hpcc/optimizing-supervised-and-implementing-unsupervised-machine-learning-algorithms-in-hpcc-systems.pdf Optimizing Supervised Machine Learning Algorithms and Implementing Deep Learning in HPCC Systems] | ||
| + | *[https://hpccsystems.com/resources/blog/richardkchapman/embedding-tensorflow-operations-ecl Embedding TensorFlow Operations in ECL] | ||
==Identity&Risk== | ==Identity&Risk== | ||
2017年1月9日 (一) 16:25的版本
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您可以在Wikipedia上了解到此条目的英文信息 HPCC Thanks, Wikipedia. |
HPCC (High-Performance Computing Cluster), 也称为 DAS (Data Analytics Supercomputer) 是一个开源(Apache v2)的大数据处理和分析平台，使用 C++ 和 ECL 开发。
目录 |
简介
版本
- 6.0.x
- 5.6.x
组件
HPCC Systems 包括以下核心组件：
- Thor (the Data Refinery Cluster)
- Roxie (Rapid Online XML Inquiry Engine, the Query Cluster)
- ECL (Enterprise Control Language)
- ECL IDE
- ESP (Enterprise Services Platform)
平行
Parallelism Architecture：
- Data Parallelism
- Component Parallelism
- Pipeline Parallelism
- System Parallelism
指南
下载 HPCC 虚拟机，快速启动。
http://127.0.0.1:8010/
机器学习
- ECL Machine Learning library ECL编写
- Machine Learning Library Reference
- Developing Machine Learning Algorithms on HPCC/ECL Platform
- Unsupervised Learning and Image Classification in High Performance Computing Cluster
- Optimizing Supervised Machine Learning Algorithms and Implementing Deep Learning in HPCC Systems
- Embedding TensorFlow Operations in ECL
Identity&Risk
- 2016 North American Healthcare Identity Management Technology Innovation Award
- Security and Privacy in a Big Data World
- Crowdsourcing large scale identity theft and fraud to make bucket loads of easy money
- Data Analytics Governance and Ethics
- Data Analytics in Cyber-Security and Threat Intelligence
可视化
HPCC Visualization Framework JavaScript编写
ECL
UDF
用户可通过Java, Python, C++ 和 R创建自己的User Defined Functions (UDF)。
ECL IDE
ECL Watch
ECL Watch 是运行在Enterprise Services Platform (ESP)的一个服务，是HPCC平台的一个中间件组件。
ECL Watch Candidate-6.4.0 源代码 JavaScript编写。
SALT
SALT: Scalable Automated Linking Technology 提供：
- 连接和聚类 (MDM)
- 数据归档、清洗、规范、标准化
- 复杂的特性和基于连接和聚类的关系
Thor
Thor (the Data Refinery Cluster)
Roxie
Roxie (Rapid Online XML Inquiry Engine)
Interlok
Interlok: Seamless Data Integration
KEL
KEL: Knowledge Engineering Language
社交图
ESP
ESP (Enterprise Services Platform)
Nagios
HPCC使用Nagios进行系统监控。
Ganglia
HPCC使用Ganglia提供监控和报表。
Hadoop
AWS
用户
文档
- Introduction to HPCC
- ECL程序员中文指南
- ECL Programmers Guide
- ECL Best Practices
- ECL Language Reference 400多页
- ECL Standard Library Reference
- Dynamic ESDL (Enterprise Service Description Language)
- Installing & Running the HPCC Platform
图集
架构
架构
数据分析
Lambda架构
Hadoop MapReduce
Pig
HPCC组件
ECL Watch
ELC操作平台
ETL平台
机器学习模块
Risk解决方案
HPCC用例
SALT方法
Linking方法
