#讲义

该标签下的全部文章。

2016-04-22

云计算阅读材料 22 Message Queues and Stream Processing

In this module, we will look at message queues and stream processing. With the rise of internet services and the availability of continuous streams of real-time data, the challenge

2016-04-08

云计算阅读材料 19 Distributed Analytics Engines for the Cloud - MapReduce

MapReduce is a data-parallel framework, originally created by Google, for processing big-data applications on large suites of computers. The system attempts to decrease interproce

2016-04-08

云计算阅读材料 20 Distributed Analytics Engines for the Cloud - Spark

We now move on to discuss another distributed analytics engine that is growing in popularity and adoption.

2016-04-08

云计算阅读材料 21 Distributed Analytics Engines for the Cloud - GraphLab

Machine-learning and data-mining (MLDM) problems are growing exponentially in scale today. Interest in analytics engines that can execute MLDM algorithms efficiently on distributed

2016-03-30

云计算阅读材料 18 Introduction to Distributed Programming for the Cloud

Developing cloud programs (i.e., designing and implementing software systems that successfully exploit the capabilities of massively distributed computational resources) presents f

2016-03-25

云计算阅读材料 16 Case Studies - NoSQL Databases

In this module, we discuss a few popular NoSQL data stores: Apache HBase, MongoDB, Apache Cassandra and Amazon's DynamoDB.

2016-03-25

云计算阅读材料 17 Case Studies - Cloud Object Storage

Now that we have covered specific file systems and database implementations, we turn our focus to object storage. Object storage is an important facet in cloud storage, and is one

2016-01-30

云计算阅读材料 15 Case Studies - Distributed File Systems

In this module, we discuss two distributed file systems: the Hadoop Distributed File System (HDFS) and Ceph FS.

2016-01-29

云计算阅读材料 14 Cloud Storage

We now move on to the next part of the course, namely Cloud Storage. Storage is an important aspect of cloud computing and has seen a lot of innovation in the last decade or so. In

2016-01-28

云计算阅读材料 13 Storage and Network Virtualization

A typical data center architecture consists of many loosely integrated components including pools of servers (CPU and OS), storage arrays, a hierarchical physical network to interc