The term "2020 FY30" typically refers to a financial year (FY) or fiscal year that spans the year 2020 and ends in 2030. It encompasses the period from the beginning of a financial year that starts in 2020 (e.g., October 1, 2019, to September 30, 2020, for some organizations) until the end of the fiscal year that concludes in 2030.
Econometrics software refers to specialized programs designed to facilitate the analysis of economic data using statistical and mathematical methods. These tools help economists, researchers, and analysts to model economic relationships, test hypotheses, and make forecasts based on empirical data. The software typically includes a range of econometric techniques such as regression analysis, time series analysis, panel data analysis, and causal inference methods.
In this section we will use the file nodejs/bench_mem.js, tests are run on Node.js v16.14.2 from NVM, Ubuntu 21.10, on Lenovo ThinkPad P51 (2017) which has 32 GB RAM.
Related answer: stackoverflow.com/questions/12023359/what-do-the-return-values-of-node-js-process-memoryusage-stand-for/72043884#72043884
First using
topp from stackoverflow.com/questions/1221555/retrieve-cpu-usage-and-memory-usage-of-a-single-process-on-linux/40576129#40576129 let's observe the memory usage of some baseline cases.For a Node.js infinite loop nodejs/infinite_loop.jsThis gives approximately:
topp infinite_loop.js- RSS: 20 MB
- VSZ: 230 MB
Adding a single hello world to it as in nodejs/infinite_hello.js and running:leads to:We understand that Node.js preallocates VSZ wildly. No big deal, but it does mean that VSZ is a useless measure for Node.js.
topp infinite_hello.js- RSS: 26 MB
- VSZ: 580 MB
Forcing garbage collection as in nodejs/infinite_hello.js brings it down to 20 MB however:
topp node --expose-gc infinite_hello_gc.jsFinally let's see a baseline for which gives initially:but after a few seconds randomly jumps to:so we understand that
process.memoryUsage nodejs/infinite_memoryusage.js:node --expose-gc infinite_memoryusage.js{
rss: 23851008,
heapTotal: 6987776,
heapUsed: 3674696,
external: 285296,
arrayBuffers: 10422
}{
rss: 26005504,
heapTotal: 9084928,
heapUsed: 3761240,
external: 285296,
arrayBuffers: 10422
}First a baseline case with an array of length 1:This gives the same results as with:
node --expose-gc bench_mem.js n 1node --expose-gc infinite_memoryusage.js. The same result is obtained by doing:a = undefinednode --expose-gc bench_mem.js deallocIf we use we see that the memory is now, unsurprisingly, accounted for under Results for different N:We see therefore that typed arrays are much closer to what they advertise (4 bytes per element), even for smaller element counts, as expected.
Int32Array typed array buffers instead of a simple Array:node --expose-gc bench_mem.js array-buffer n NarrayBuffers, e.g. for N 1 million:{
rss: 31776768,
heapTotal: 6463488,
heapUsed: 3674520,
external: 4285296,
arrayBuffers: 4010422
}|| N
|| `arrayBuffers`
|| `rss`
|| `rss` per elem
| 1 M
| 4 MB
| 31 MB
| 5
| 10 M
| 40 MB
| 67 MB
| 4.6
| 100 M
| 40 MB
| 427 MB
| 4Now let's try one million objects of type gives:Disaster! Memory usage is up to 70 MB! Why?? We were expecting only about 24, 4 baseline + 2 * 10 for each million int?!
{ a: 1, b: -1 }:node --expose-gc bench_mem.js obj{
rss: 138969088,
heapTotal: 105246720,
heapUsed: 70103896,
external: 285296,
arrayBuffers: 10422
}And now an equivalent version using gives the same result.
class:node --expose-gc bench_mem.js classLet's try Array:is even worse at 78 MB!! OMG why.
node --expose-gc bench_mem.js arr{
rss: 164597760,
heapTotal: 129363968,
heapUsed: 78117008,
external: 285296,
arrayBuffers: 10422
}The Center for Operations Research and Econometrics (CORE) is a research center associated with institutions in Belgium, notably with the Université catholique de Louvain (UCLouvain). Established in the late 1980s, CORE focuses on various fields, including operations research, econometrics, applied mathematics, and decision sciences.
A Constant Altitude Plan Position Indicator (CAPPI) is a type of radar display used in meteorology and aviation. It provides a two-dimensional horizontal view of atmospheric phenomena, such as precipitation, at a constant altitude. This capability allows meteorologists and pilots to analyze weather conditions without the interference of varying altitudes.
Consonance and dissonance are concepts that primarily relate to music, but they can also apply to other fields, such as literature and philosophy. Here's a breakdown of both terms: ### In Music: **Consonance:** - **Definition:** Consonance refers to a harmony or combination of sounds that is perceived as stable, pleasant, and agreeable. It typically involves intervals or chords that create a sense of resolution.
Conservation and restoration of new media art refer to the practices and methodologies aimed at preserving and maintaining contemporary artworks that utilize digital technologies, electronic components, and time-based media. Unlike traditional art forms such as painting and sculpture, new media art often relies on software, hardware, and changing technologies, which present unique challenges for conservation and preservation. ### Key Aspects of Conservation and Restoration of New Media Art 1.
Conscious automatism refers to a psychological phenomenon where individuals perform actions or produce thoughts without conscious awareness or intentional control, yet they remain aware of the process. It is often associated with surrealism and certain artistic and literary movements, where creators aim to tap into the subconscious mind to generate spontaneous and uninhibited expressions.
Kir6.2 is a subunit of the ATP-sensitive potassium (K_ATP) channels, which are crucial for various physiological processes, including the regulation of insulin secretion in pancreatic beta cells, muscle excitability, and neuronal activity. K_ATP channels are formed by the assembly of two types of subunits: the Kir6.x subunits (where 'x' can be 1 or 2) and the SUR (sulfonylurea receptor) subunits. Kir6.
Pinned article: ourbigbook/introduction-to-the-ourbigbook-project
Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
Intro to OurBigBook
. Source. We have two killer features:
- topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculusArticles of different users are sorted by upvote within each article page. This feature is a bit like:
- a Wikipedia where each user can have their own version of each article
- a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
Figure 1. Screenshot of the "Derivative" topic page. View it live at: ourbigbook.com/go/topic/derivativeVideo 2. OurBigBook Web topics demo. Source. - local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.
Figure 3. Visual Studio Code extension installation.
Figure 5. . You can also edit articles on the Web editor without installing anything locally. Video 3. Edit locally and publish demo. Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension. 
- Infinitely deep tables of contents:
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact