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Microsoft Cognitive Services Development Practice (1)-Oxford Program Introduction _ Machine Learning

, speech recognition and other algorithms in detail. It is serviced through its Azure cloud platform and is currently free of charge for a small number of requests. The goal of the Oxford program is to get developers to focus on the product itself rather than the technical details. And Microsoft has provided a professional platform service through the Oxford program. Oxford Program (Oxford Project) features Microsoft Oxford plans to provide three of a

Optimize the execution cache for memory usage of SQLServer

following experiment. The following script executes a simple query cyclically, 10000 times in total. First, clear the cache occupied by SQL Server: Dbcc freeproccache Then, execute the script: The Code is as follows: DECLARE @ t datetime SET @ t = getdate () SET NOCOUNT ON DECLARE @ I INT, @ count INT, @ SQL nvarchar (4000) SET @ I = 20000 WHILE I BEGIN SET @ SQL = 'select @ count = count (*) FROM P_Order WHERE else Eno = '+ cast (@ I as varchar (10 )) EXEC sp_executesql @ SQL, n' @ count IN

To optimize SQL Server memory footprint execution Cache _mssql

occupied: DBCC FREEPROCCACHE Then, execute the script: Copy Code code as follows: DECLARE @t datetime SET @t = getdate () SET NOCOUNT on DECLARE @i int, @count int, @sql nvarchar (4000) SET @i = 20000 While @i BEGIN SET @sql = ' SELECT @count =count (*) from p_order WHERE Mobileno = ' + cast (@i as varchar (10)) EXEC sp_executesql @sql, N ' @count INT output ', @count output SET @i = @i + 1 End PRINT DATEDIFF (Second, @t, Current_timestamp) Outpu

Plsql_ Performance Optimization series 04_oracle optimizer optimizer

plans based on available access paths, object statistics, and embedded hints.Second, Rbo Optimizer Rbo is a rule-based optimizer, and with the progressive development and refinement of the CBO optimizer, Oracle has completely abolished Rbo in the latest 10g release.Level 1: Locating a single line with ROWIDWhen ROWID is embedded directly in the WHERE clause, Rbo walks this path. Oracle does not recommend direct referencing Rowid,rowid may chang

High-performance MySql evolution (13): Query Cache Mechanism

Many database systems can cache execution plans. For identical SQL statements, you can use existing execution plans to skip the process of parsing and generating execution plans. MYSQL and Oracle provide more advanced query result caching functions. For SQL statements with identical strings and Case sensitivity, You can execute the return query statement. Many da

C #13 standard project documents

During project development, 13 types of documents should be prepared as required, which should be targeted, accurate, clear, complete, flexible, and traceable. ◇ Feasibility Analysis Report: describes the technical, economic, and social feasibility of the implementation of the software development project, and reviews various possible implementation plans available to reasonably achieve the development objectives, describe and demonstrate the reasons

246th questions, 053246

246th questions, 053246246. The OPTIMIZER_USE_PLAN_BASELINES parameter is set to TRUE. The optimizer generatesPlan for a SQL statement but does not find a matching plan in the SQL plan baseline.Which two operations are already med by the optimizer in this scenario? (Choose two .)A. The optimizer adds the new plan to the plan history.B. The optimizer selects the new plan for the execution of the SQL statement.C. The optimizer adds the new plan to the SQL plan baseline as an accepted plan.D. The o

New Features of Oracle 11g-SQL Plan Management

I. Overview Performance risks may occur when the SQL Execution Plan of an SQL statement is changed. There are many reasons for changing the SQL plan, such as the Optimized Program version, optimized program statistics, optimized program parameters, solution definition, system design, and SQL profile creation. In earlier versions of Oracle DB, various plan control technologies (such as storedoutline (9i) and SQL profile (SQLprofile (10g) were introduced ))), resolves the performance regression ca

Standardized Documents used in software development

Standardized Documents used in software developmentStandardized document writing During project development, 13 types of documents should be prepared as required, which should be targeted, accurate, clear, complete, flexible, and traceable. ◇Feasibility Analysis Report: Describe the technical, economic, and social feasibility of the implementation of the software development project, and comment on various possible implementation plans availabl

SQL Server execution plan cache (below)

many execution plans that lead to too many objects in the Same Bucket after the hash, additional buckets are required, which may lead to low cache efficiency of the search plan. The solution is to minimize the number of plans in the Plan cache, which will be discussed later in this article. Figure 2. HashTable information about the storage plan Cache When this problem occurs, we can see the problem in th

Introduction to software project Risk management

basis for other processes. (4) Risk monitoring: Addressing the risks involved throughout the project management process. The output of this process includes corrective actions to address risks and updates to the risk management plan. The tools and methods used for each step: PMI divides risk management into the following 6 processes Planning Risk Management : The process of defining how to implement project risk management activities; Identify risks : The process of judging which

Annual personal career planning tips

At the end of the year, many people began to plan their career development plans for the next year. Career consultants remind you that whether you are a new student or an old man who has been in the workplace for many years, when your work in the new year is about to begin, A clear and practical plan is required. 1. How to design a career development plan 1. Analyze roles to locate them. Bai Ling, Chief Consultant of Bai Ling studio, said that to for

Standard project documentation

Standard project documentationDuring project development, 13 types of documents should be prepared as required, which should be targeted, accurate, clear, complete, flexible, and traceable.◇ Feasibility Analysis Report: describes the technical, economic, and social feasibility of the implementation of the software development project, and reviews various possible implementation plans available to reasonably achieve the development objectives, describe

QA and QC in the Information Industry

with tracking and reporting plans in many software organizations is a routine work of QA. 3.3 workpiece correctness Work product refers to the various documents, codes, and programs generated during project running. In most software organizations, QA generally does not directly track and report the correctness of the artifacts. The root cause is that this will cause QA to become too deep in the project work, which is not conducive to maintaining the

Execute cache to optimize memory usage of SQL Server

Then, execute the script:Declare @ t datetime set @ T = getdate () set nocount on declare @ I int, @ count int, @ SQL nvarchar (4000) set @ I = 20000 while @ I @ SQL, n' @ count int output', @ count output set @ I = @ I + 1 end print datediff (second, @ T, current_timestamp) Output: DBCC execution is complete. If DBCC outputs an error message, contact the system administrator. 1110000 queries were completed in 11 seconds. Let's take a look at the query plan occupied by the SQL Server cache:Sele

C++11 Concurrency Guide Series

This series of articles mainly introduces c++11 concurrent programming, the plan is divided into 9 chapters to introduce C++11 concurrent and multithreaded programming, respectively, as follows:C++11 Concurrency Guide One (c++11 multithreading) (This chapter plans 1-2, has completed 1)C++11 Concurrency Guide II (Std::thread detailed) (This chapter plans 1-2, has completed 1 articles)C++11 Concurrency Guide

SQL 2005 Cache Plan Summary

A cache plan can be divided into two classes: the compiled plan and the execution context. The former is shared with all users, and the latter is for a specific user, and it contains information about the specific parameters of a user executing the plan. There are four types of compiled plans, which can be viewed through the following statements: SELECT * FROM sys.dm_os_memory_cache_counters WHERE name IN ('Object

Database optimization Excerpt notes __ Database

adding duplicate attributes (columns) 2 to the Database Entity (table).   Commonly used computed fields, such as totals, maximum values, and so on, can be considered for storage in a database entity. For example, the plan management system of a project has a schedule, its field: Project number, plans for the year, two plans, adjustment plans, replenishment

SQL Server Query Execution Plan Analysis

running and the staging table is not created. Because the temporary table is not created, the code referencing the temporary table fails, resulting in an estimated execution plan that cannot be created successfully.On the other hand, if you are using a table variable instead of a temporary table, you can use the show Estimated execution plan option. [7.0,2000,2005] Updated 8-5-2005*****If you analyze an execution plan for a very complex query in Query Analyzer or Management Studio, you may find

Oracle 11g Execution Plan Management overview

Label:the following is from: Http://www.51cto.com/art/200806/76223.htm35.2 Execution Plan management35.2.1 OverviewThe execution plan for the same SQL statement may vary depending on the optimizer's version, optimization statistics, optimization parameters, and system settings. The execution plan of the SQL statement automatically changes, usually resulting in performance gains, but in some cases may result in degraded system performance. Prior to 11g, DBAs used storage outlines (Stored Outline)

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