After sending a command to the IoT platform, if the IoT platform does not receive an ACK message from the device within 225s, the command status changes to Timeout. To re
Deploying an updated piece of software onto that server. Using things such as scripts and infrastructure as code. Even walking around an office with a USB drive, manually installing software on computers.Manually deploying software is labor-intensive and doesn’t scale well. Automation makes it eas...
Serverless does not mean "no servers."The name notwithstanding, servers in serverless computing are managed by a cloud service provider (CSP). Serverless describes the developer's experience with those servers—they are invisible to the developer, who doesn't see them, manage them or interact wit...
In this unit, we've discussed seven factors that can be early indicators of eventual startup failure. These are only indicators, and of course they don't mean that your startup is definitely going to fail, nor are they an exhaustive list of all the things that can go wrong in your sta...
Knowing this, how do clients specify which resource they want to access in their request? The answer is by using the correct endpoint. In a request, the client specifies an endpoint as a URL. This URL tells the server, “The resource I want is at this location.” The process is similar...
Why measure LLM performance in terms of tokens per second?Traditionally, serving endpoints are configured based on the number of concurrent requests per second (RPS). However, an LLM inference request takes a different amount of time based on how many tokens are passed in and how many i...
Machine learning and AI are often discussed together, and the terms are sometimes used interchangeably, but they don’t mean the same thing. In short, all machine learning is AI, but not all AI is machine learning. Key Takeaways Machine learning is a subset of AI. The four most common ...
in resultant models. Note that “quality” can mean different things to different projects. For training image recognition systems, the data should represent what the model will see in the real world. That includes subjects in shadows, slightly out of focus, and not looking directly into the ...
If the hits per sec is high and the throughput is low,what does it mean? Ramamurthy October 24, 2013 at 6:03 am Joe-Thank you so much for reply. Anitha- Below are the points two cause the low throughtput 1. Network bandwidth- constraint. beacuse htis/sec increases as vusers ...
By executing operations in parallel, the Analysis Services engine can improve query performance by taking advantage of scalability large data sources may be able to provide. To ensure query processing does not overburden your data source, use the MaxParallelism property setting to specify a fixed ...