. Delete secondary indexes of a table, rewrite the query so that it only uses the primary key index; 7. Database sharding; this method is complex and costly to maintain; and it is costly to re-split when the data size increases again, limited secondary scalability;
Ii. RDBMS and NoSQLIn actual use, as long as the architecture is proper, relational databases can fully serve various levels of data storage applications, for example, Facebook and Google e
In terms of creating, communicating, accessing content, sharing information, and buying products, the rapid expansion of a new generation of internet-based services, such as e-mail, blogs, social media, search, and E-commerce, has actually redefined the behavior and trends of WEB users. As the number of these systems continues to grow, IT professionals are witnessing the scaling up of data and data consumed, and growing scalability requirements and ne
Scalability (extensibility) is a design indicator of the computational processing power of software systems, high scalability represents a kind of elasticity, in the expansion of the system growth process, the software can guarantee exuberant vitality, through very few changes or even just the acquisition of hardware equipment, can achieve the entire system processing capacity of linear growth, Achieve high
Original address: http://www.jdon.com/scalable.htmlScalability (scalability) is a software system computing processing capacity of the design indicators, high scalability represents a kind of elasticity, in the system expansion and growth process, the software can guarantee exuberant vitality, through the few changes or even just the acquisition of hardware equipment, can achieve the overall system processi
hardware equipment, can achieve the entire system processing capacity of linear growth, Achieve high throughput and low latency performance.
Vertical scalability-adding resources to the same logical unit to improve processing power. Examples include adding CPUs to an existing server or adding a hard disk to an existing Raid/san store to increase the amount of storage. Horizontal scalability--add more resou
= True ){DB. Commit (); // Commit transactions } Else {DB. rollback (); // Failed to roll back } The above code may seem a little troublesome, but you only need to make a unified encapsulation on the DB class or ORM layer to achieve reuse. Other code does not need to be modified. This architecture adds an auxiliary nosql storage layer to the original mysql-based database architecture, with a small amount of code and a low technical di
Modify tablespaces (modify the automatic scalability of data files) and Data scalabilityModify tablespaces (modify the automatic scalability of data files)When creating a tablespace, you can set the automatic scalability of the data file. When a new data file is added to the tablespaceYou can set Automatic scalability
original MySQL database-based architecture, with a small amount of code and little technical difficulty, but has a significant impact on scalability and performance. Only when the program is written to the MySQL database and written to a NoSQL database, so that MySQL and NoSQL have the same mirrored data, and in some places where you can query based on the prima
Recently need to use Redis in C #, found on the Redis official website Servicestack.redis, finally in the test found that this is a pit, 4.0 has been charged, the latter had to find the final version of the 3 series, the final test found that there is still a bug or I will not use. There is no way, it is best to find the Stackexchange.redis, support asynchronous client, it is said that performance is better than Servicestack.redis, and it is said that the stack overflow is also used by this clie
Facebook, Amazon, and Twitter. They need to distribute data to many servers. Traditional relational databases do not meet this scalability requirement. They need a single database node to execute all the operations of the same transaction.Therefore, a batch of distributed, NoSQL key-value pairs were developed to meet the scalability requirements of these large-s
Do a year's freshman year project, for relational database structure or some understand, sometimes still feel that the two-dimensional table is not very comfortable. After reading an article, there is a preliminary understanding of NoSQL (Https://keen.io/blog/53958349217/analytics-for-hackers-how-to-think-about-event-data). This article is written very well, indeed written out in the actual situation of the "NoSQL
1. scalable design of distributed cacheaccess model of 1.1Memcached distributed cache clustera consistent Hash algorithm for 1.2 distributed cache 2. Scalability design of database storage server clusterThe scalability design of the database storage server cluster puts forward higher requirements for the persistence and availability of the data. The data storage server must ensure the reliable storage of d
Detailed description of javascript Object scalability, and javascript scalability
Scalability in javascript objects refers to whether new attributes can be added to objects. All built-in and custom objects can be displayed as extensible objects. For host objects, it is determined by the javascript engine.
The following functions are used to set object
the overall architecture is also easy to deploy because you only need to copy the deployment unit-a file or directory-to the machine running the corresponding kind of server.
This is a good way for a relatively small application to work. However, for complex applications, the overall architecture becomes unwieldy. For developers, large, monolithic architecture applications can be difficult to understand and maintain. This is also an impediment to frequent deployments. To deploy a change to an
exciting than that.
MySQL has provided such a function,Source codeHere. Here is a PPT demonstration of the o'reilly MySQL Conference. You can also read a blog of this function developer.
Figure 3 NDB with memcached
Although MySQL cluster has the advantages of high reliability and seamless expansion, it cannot be satisfied with the efficiency of complex SQL queries. However, MySQL cluster with memcached is a good choice for massive data storage requirements that rely solely on key-value
as the primary key} if (id> 0 status = true) {DB. commit (); // submit the transaction} else {DB. rollback (); // rollback failed}
The above code may seem a little troublesome, but you only need to make a unified encapsulation on the DB class or ORM layer to achieve reuse. other code does not need to be modified.
This architecture adds an auxiliary NoSQL storage layer to the original MySQL-based database architecture, with a small amount of code and
in which each record has a unique key, and the system only supports single-record-level atomicity and does not support foreign keys and cross-record relationships. This one-time constraint to get a single record greatly enhances the scalability of the system, and data operations can be performed on a single machine without the overhead of a distributed transaction. • Separation of metadata and application data.
NoSQL data model (4) Summary of nosql aggregation, NoSQLBackground in the first three articles, we have introduced three databases that belong to the aggregation model in NoSQL: Key-value type, document type, and column family type. The following analyzes the common points and differences of the three aggregate data models to better understand their respective ch
Key-Value Store databaseTemporary: as memcached. The temporary key-value database stores the data in memory, which in two cases results in the loss of data, the first is the power outage, but the data content exceeds the memory size. The benefits of this treatment are very fast.Permanent type: such as Tokyo Tyrant, flare and RomaThe two are both types: Redis. Redis first data in memory, and then meet certain conditions (the default is 15 minutes more than 1 times, 5 minutes more than 10, 11 minu
such a function.
Figure 3 NDB with Memcached
Although MySQL Cluster has the advantages of high reliability and seamless expansion, it cannot be satisfied with the efficiency of complex SQL queries. However, MySQL Cluster with Memcached is a good choice for massive data storage requirements that rely solely on key-value queries and writes.
Summary
Because Memcached is simple, lightweight, and has a large number of clients, Memcached-compatible products have inherent advantages.
MySQL provides t
The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion;
products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the
content of the page makes you feel confusing, please write us an email, we will handle the problem
within 5 days after receiving your email.
If you find any instances of plagiarism from the community, please send an email to:
info-contact@alibabacloud.com
and provide relevant evidence. A staff member will contact you within 5 working days.