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Looking at latent semantic index (LSI) from Singular Value Decomposition (SVD)

equal sign, that is, the left side of the equal sign is equivalent to the right side of the equal sign. In other words, we only changed the original expression A without losing any information. It's like 24 = 2*3*4. Therefore, if LSI directly uses SVD, not only R is uncontrollable, but R is likely to be too large to achieve dimensionality reduction, in fact, this operation not only does not reduce the dimension, but also consumes a lot of computing t

LSI SAS1068 RAID Array card graphics and text configuration tutorial _ server Other

1. Install all SAS hard drive, boot up 2, the post process appears Ctrl + C prompts, press CTRL + C into LSI Logic Config Utility ... Start SAS configuration 3, select the "SAS 1068" channel, press. 4, RAID select "Raid Properties", press RAID Properties: Creating, managing arraysSAS topology: View Physical disk and RAID configuration informationAdvanced Adapter Properties: View advanced attributes and their restore Defaults (this action do

VM SCSI Controller Driver Select PVSCSI or LSI logic?

VMware, on the official blog today, said the use of PVSCSI storage adapter driver can improve 10-30% performance for high IO VMs. See Http://blogs.vmware.com/performance/2010/02/highperformance-pvsci-storage-adapter-can-reduce-cpio-by-1030.html We know that the default type of SCSI controller when creating VMS is the LSI Logic. Now under vsphere 4, you can select a new type PVSCSI (the option is VMware paravirtual), and this type can significantly

Configure the lsi sas raid card in esxi 5.0

The company has several servers installed on esxi5.0 virtual machines. They used to use common desktops, now we have purchased a dedicated server and installed the LSI 8708 sas raid card (the server's onboard RAID card esxi is not supported). Now we need to migrate the virtual machine. The best method would have been to mount the array. Now the virtual machine is moved to the array and then to the new server. However, the company's array is full and t

Installation of LSI MEGACLI Disk array management tool under Ubuntu

the server with Ubuntu system is turned on, but to see the status of the server RAID10, the LSI megacli Disk array management tool can be viewed by the following steps:1. Add Update sourcesudo vim/etc/apt/sources.list//add at the end Deb Http://hwraid.le-vert.net/ubuntu Precise Main sudo apt-get update//updating sourceNote: Some warnings can be ignored, but if you are prompted with a GPG error, you need to add a certificate

Dell C6220II LSI Array Card

1. If you have multiple raid on a LSI array card, you may report hard disk error (CentOS 6.6) If you need to install the system on the first raid, or you can create a raid on the system first. 2. Hot Plug the consequences: If the hard drive does not fail, RAID is normal, in the system running state to hot plug hard drive, will cause raid different steps, the entire RAID may appear various strange problems, For example: 1. HDD display off-line, red a

LSI: Better evolution than innovation

When a new technology or product emerges, everyone is eager to know whether or when the new product will completely replace the original product. In fact, many products have a "long tail effect". For example, when a disk backup occurs, people think that the tape will soon exit the market, but today the tape is still the main force of backup and archiving; after the emergence of SSD, many people think that it will eventually replace the mechanical hard disk, but at least from now on, it is not ea

Enable LSI 2208 Array Card JBOD mode

About the LSI 2208 array card is not enabled by default JOBD mode, how to configure as JBOD mode1, the server boot press ctrl+y into the BIOS preboot CLI interface2. Enter the command:$ Adpgetprop Enablejbod-aall (can be viewed to JBOD is disabled)Adapter 0:jbod:disabledExit Code = 0x0Enable JBOD$ adpsetprop enablejbod 1-aall (enable array card JBOD mode)Adapter 0:set JBOD to Enable success.Exit Code = 0x03, restart the server and press Ctrl+h to ente

Fourth generation: LSI computers

With the development of LSI, the computer entered the fourth generation development. The fourth generation computer takes the large scale integrated circuit as the logic element and the memory, causes the computer to the miniaturization and the massive two direction development. From the first generation to the fourth generation, the architecture of the computer is the same, which is composed of controller, memory, arithmetic and input, called von Neu

Design (15) enumeration of the root tree and Its Application in LSI analysis and identification and Program Arrangement simplification

Root tree enumeration and Its Application in LSI analysis and identification and Program Arrangement simplification (Enumeration problemsCompleted by a student as a graduation thesis. I wrote the Application Section) Root tree Enumeration Requirement: write a program that includes {n} and {Non-standard root tree} A 1-1 correspondence is established between all elements. The following table lists natural numbers.N = 1... 18Correspond

SVD application-LSI

Latent Semantic Indexing is an algorithm that relies heavily on SVD. This article is reproduced from the summary of Wu Jun's beautiful mathematics and the reference document mathematics in machine learning. ------------ In natural language

Agricultural Project (install RDAC driver on Linux)

1. An error occurred while installing RDAC on Linux.Error in RDAC Installation[Root @ database1 linuxrdac-09.02.C5.13] # MakeMake V = 0-C/lib/modules/2.6.18-8. el5xen/build M =/root/Test2/linuxrdac-09.02.C5.13 modverdir =/lib/modules/2.6.18-8. el5xen/build /. tmp_versions subdirs =/root/Test2/linuxrdac-09.02.C5.13 modulesMake: ***/lib/modules/2.6.18-8. el5xen/Build: the file or directory does not exist. Stop.Make: *** [mppupper] Error 2 The directory is not found. Solve this problem2) carefully

Python Ai Road-fourth: Jieba Gensim better not split the most simple similarity implementation

Doc_test_vecDoc_test_vec =Dictionary.doc2bow (doc_test_list)Print("Doc_test_vec", Doc_test_vec, type (DOC_TEST_VEC))#using LSI models to train corpus corpora (primary knowledge Corpus)LSI =models. Lsimodel (Corpus)#Here's just need to learn LSI model to understand that here do not elaboratePrint("LSI",

MCU low Power Design (ii) practice

consumptionSet the macro definition to:#define Mcu_modeMode_low_power_runThe power consumption in this mode is: 4.6uA.St Company Product brochure: Low power Run (5.9 uA).Measured power consumption is 1.3uA lower than the official claimed power consumption.Let's take a look at how the MCU works in this mode.① Enter the code sequence for "low power Run" mode:L jump to ram;L Switch the system clock to LSI or LSE;L Turn off the high-speed crystal, ADC an

Stm32 sequence-clock Learning

the backup domain control register (rcc_bdcr. The lserdy in the backup domain control register (rcc_bdcr) indicates whether the LSE crystal oscillator is stable. In the startup phase, the LSE clock signal is released only after the bit is set to hardware 1. If allowed in the clock interrupt register, an interrupt request can be generated. The external clock source (LSE bypass) must provide an external clock source with a 32.768khz frequency in this mode. You can select this mode by setting the

Vmware ESXi 6.5 Installation Manual

number of the target server under the Software downloads node in the main menu of the Http://enterprise.huawei.com website, such as "service Support > Software downloads > IT > Servers >" Blade Server->tecal E9000 series->tecal ch121-> tecal CH121 v100r001c00spc120 "and then download the documentation that includes the Driver companion table.1.3 Environment Configuration1, single board in the start stage click "DEL" key, set the BIOS time for the current time, enter "F9", the BIOS settings for

SVM challenges the game of SVC Storage Virtualization Market

ESG A global survey found that companies deploying server virtualization are also likely to have storage virtualization. Of the surveyed 332 deployed server virtualization respondents, 24% have implemented storage virtualization, and another 33% are planning to implement storage virtualization over the next year or two years. As can be seen, storage virtualization is the trend of the general. ESG Analysts also point out that combining virtualization with storage technology is really a good move.

Lspci command usage record

/share/man/man7[Email protected]:/mnt/shared/pciutils # ls (3) Use of lspci Lspci: Lspci-V: list all PCIe Devices [emailprotected]:/sys/class/pci_bus/0000:00/device/0000:00:10.0$ lspci 00:00.0 Host bridge: Intel Corporation 440BX/ZX/DX - 82443BX/ZX/DX Host bridge (rev 01)00:01.0 PCI bridge: Intel Corporation 440BX/ZX/DX - 82443BX/ZX/DX AGP bridge (rev 01)00:07.0 ISA bridge: Intel Corporation 82371AB/EB/MB PIIX4 ISA (rev 08)00:07.1 IDE interface: Intel Corporation 82371AB/EB/MB PIIX4 IDE (rev 01

Powerful matrix singular value decomposition (SVD) and its application

, beard, and with a black frame of the glasses, such a few characteristics, let others mind inside there is a more clear understanding, in fact, the characteristics of human face is an infinite variety of, the reason can be described, Because people are born with a very good ability to extract important features, so that the machine learns to extract important features, SVD is an important method.In the field of machine learning, there are quite a number of applications and singular values can b

Vsphere Deployment Series 05--Virtual machine creation and setup

of the Intel 82545EM Gigabit Ethernet card, and basically all of the OS are E1000 driven, so compatibility is the best. Vmxnet 2 is an older generation of parallel virtual web, only applicable to esx/esxi3.5 and above the limited customer operating system, vmxnet 3 relatively new, but it seems only applicable to virtual machine version 7 virtual machine (virtual machine version set in the first two steps, The version recommended for use in ESXI5 is 8). These two cards provide better performance

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