Remove Code Remove Database Remove Exercise Remove Testing
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How to Assess MySQL Performance

HammerDB

Among the different components of modern software solutions, the database is one of the most critical. Instead, focus on understanding what the workloads exercise to help us determine how to best use them to aid our performance assessment. We will not concern ourselves with the raw throughput of workload.

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ChatGPT, Now with Plugins

O'Reilly

It also generated a short program that implemented the widely used Miller-Rabin primality test. After fixing some obvious errors, I ran the program–and while it told me (correctly) that my number was non-prime, when compared to a known good implementation of Miller-Rabin, ChatGPT’s code made many mistakes. The judge was not pleased.

Google 83
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Risk Management for AI Chatbots

O'Reilly

When a person clicked “submit,” the website would pass that form data through some backend code to process it—thereby sending an e-mail, creating an order, or storing a record in a database. That code was too trusting, though. Why not take the extra time to test for problems? That’s because it is.

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Understanding, detecting and localizing partial failures in large system software

The Morning Paper

For each of these systems they crawled the bug databases to find critical issues and then randomly sampled from those issues until 20 genuine partial failure cases for each system had been collected. Heartbeat and HTTP-based tests are too generic and too divorced from the monitored process’ state. OmegaGen in action.

Systems 98
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Fundamentals of table expressions, Part 3 – Derived tables, optimization considerations

SQL Performance

The relational model and the standard querying language that is based on it are supposed to deal only with the conceptual aspects of the data and leave the physical implementation details like storage, optimization, access and processing of the data to the database platform (the implementation ). Persistency.

C++ 109
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Fundamentals of table expressions, Part 3 ? Derived tables, optimization considerations

SQL Performance

The relational model and the standard querying language that is based on it are supposed to deal only with the conceptual aspects of the data and leave the physical implementation details like storage, optimization, access and processing of the data to the database platform (the implementation ). Persistency.

C++ 93
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A use case for sp_prepare / sp_prepexec

SQL Performance

We'd need to make it recompile, without adding hints to the query, turning on trace flags, or changing database settings. name = N'TheThingGuide' , @stmt = N'SELECT * FROM dbo.TheThings WHERE TypeID = @P0' , @type = N'SQL' , @params = N'@P0 varchar(8000)' , @hints = N'OPTION (RECOMPILE)' ; Seems straightforward; testing it is the problem.

Cache 59