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[Guide]What are the differences between data compression and deduplication? In practice, how can we apply it correctly? I have not studied the principles and technologies of Data Compression before, so I did some homework, read and sort out relevant materials, and compared and analyzed the data deduplication technology
Q: What are the advantages and disadvantages of the software-based deduplication and hardware-based deduplication products?
A: software-based deduplication aims to eliminate source redundancy, while hardware-based deduplication emphasizes data reduction of the storage system. Although bandwidth compensation cannot
more data in less physical space. It can achieve greater storage efficiency than single-instance storage (SIS) or NTFS compression capabilities. The Deduplication feature uses sub-file variable-size chunks and compression, and the general file server has a total optimization rate of 2:1, while the optimization rate for virtual data is up to 20:1.2. Scalability a
research on high performance data deduplication and detection and deletion technologyHere are some fragmentary data about the re-deletion of things, previously summarized, put on can communicate with you.The explosion of 1 data volumes brings new challenges to the capacity, throughput performance, scalability, reliability, security, maintainability, and Energy management of existing storage systems, eliminating redundant information and optimizing sto
Python list deduplication method you should know, python list deduplication Method
Preface
List deduplication is a common problem when writing Python scripts, because no matter where the source data comes from, when we convert it into a list, the expected results may not be our final results, the most common thing is that the Meta in the list is repeated. At this
Disable Windows deduplication and windows deduplication
Deduplication can reduce disk usage, but improper use may also increase IO. In addition, this function also blocks the hard disk. Therefore, when the hard disk usage is high, it is also difficult to fragment, So you sometimes need to disable the deduplication fun
This article mainly introduces the sample code for de-duplication and de-duplication of JS arrays. If you need it, you can refer to it for help.
Method 1: deduplication
The Code is as follows:
ScriptArray. prototype. distinct = function (){Var a = [], B = [];For (var prop in this ){Var d = this [prop];If (d = a [prop]) continue; // prevents loops to prototypeIf (B [d]! = 1 ){A. push (d );B [d] = 1;}}Return;}Var x = ['A', 'B', 'C', 'D', 'B', 'A', 'A',
Array deduplication Array, Array deduplication Array
var aee3=[31,42,13,19,5,11,8,13,40,39,1,8,44,15,3]; Array.prototype.unqu2=function(){ this.sort(); var arr2=[this[0]]; for (var j = 1; j
There are a lot of de-duplication methods on the Internet, and the most stupid is the second method, and the best efficiency is the third one.
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optimized file: a file stored as a re-analysis point that contains pointers to maps of individual chunks in a chunk store that are required to restore the requested file.
Block Storage: The location where the optimized file data resides.
Additional free space: optimized file and chunk storage is much smaller than the space used before optimization.
Practical applicationTo address the growth of enterprise data storage, administrators want to consolidate multiple servers and set
interval, the higher the deduplication ratio.4. How can I know whether deduplication is effective for my data?The de-duplication effect mainly depends on the following aspects: a. The less data changes, the more obvious the de-duplication effect. B. Can the data be effectively compressed, compression Technology is usually used together with
I. Planning the deployment goalsData deduplication for Windows 8.1server 2012 is designed to be installed on the primary data volume without adding any additional dedicated hardware. This means that you can install and use the feature without affecting the primary workload on the server. The default is non-invasive because they allow the data "lifetime" to reach five days before a particular file is processed, and the default minimum file size is up t
Capacity optimization. Data deduplication in Windows Server 2012 can store more data in a smaller physical space. It achieves higher storage efficiency than previous versions that use single Instance storage (SIS) or new technology file system (NTFS) compression. Data Deduplication uses sub-file variable-size chunking and com
the recovery time is often lost. When have you seen the vendor announce the restoration time of its technology? I don't think there are any manufacturers doing this. There are many relatively emerging technologies in the market. If combined with some technologies, you can avoid some expensive solutions when implementing RTO. Let's look at the following technologies: Delete duplicate data Recently, manufacturers have talked about the data deduplication
In Windows 2012, you can enable data deduplication for non-system volumes. Deduplication optimizes volume storage by locating redundant data in the volume, and then ensuring that the data is saved in only one copy of the volume. This is accomplished by storing the data in a single location and providing this location reference for other redundant copies of the data. Since data is divided into 32-128kb chunk
Label:Let's say we have a MongoDB collection, take this simple set as an example, we need to include how many different mobile phone numbers in the collection, the first thought is to use the DISTINCT keyword, db.tokencaller.distinct (' Caller '). Length If you want to see specific and different phone numbers, then you can omit the length property, since db.tokencaller.distinct (' Caller ') returns an array of all the mobile phone numbers. but is this a way of satisfying all things? Not
INSERT into table (ID, name, age) VALUES (1, "A", +) on duplicate key update name=values (name), Age=values (age)/* Insert Data: If there are duplicates, select Update; */Insert ignore into ' testtable ' (' Mpass ', ' Pass ') select Mpass,pass from Rr_pass_0 limit 0,1000000replace into ' testtable ' ( ' Mpass ', ' Pass ') select Mpass,pass from Rr_pass_0 limit 0,10Set PRIMARY key: Discard if duplicate data is selected;SELECT *, COUNT (distinct name) from the table group by nameQuerying for dupli
Tags: where div from greater than equals join AC Max ack reservedQuery for the number of elements not repeatingElements in the query table with a number of elements greater than or equal to 2SELECT goods_id,goods_name from Tdb_goods GROUP by Goods_name have COUNT (goods_name) >=2; Then use the left join to connect the original table with the above query results, delete duplicate records, and keep records with smaller IDsIf you want to keep the same ID for the larger, as shown belowDELETE T1 fro
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