#database index

[jaimedavid27]

Toward an Integrated Resource Hub: The Case for a Curated Master List of Publicly Available Research Databases

Abstract Despite the exponential growth of publicly available scientific and scholarly databases, the lack of centralized, user-friendly access to these resources remains a persistent barrier for students, researchers, educators, and independent learners. This paper outlines the rationale for curating a comprehensive, categorized list of publicly accessible databases across scientific and…

[poppy5991]

Publicly available datasets are being removed from federal websites so if you rely on fed data for your job, thesis, dissertation, etc, go pull it now for safekeeping. CDC’s Social Vulnerability Index Data just got pulled from ATSDR. That’s the most widely used zip code data for public health analysis of how factors like poverty, health insurance access, education level, race/ethnicity, English proficiency, etc affect health outcomes.

Environmental databases and health databases have already been pulled.

For the record, these databases are part of how places like “cancer corridors” have been identified in the past. Where companies target low income minority communities for placement of poorly regulated chemical plants and cancer rates skyrocket. They know these communities don’t have the legal resources or media connections to fight the plant development and often academics are the only ones who can assist by proving the correlation years later.

[noisytenant]

Why do websites even have shadowbanning. Either ban someone or leave them be. And add a mute function if you're so committed to this sort of thing

[darlingofdots]

at a conference I attended recently, a researcher pointed to the difficulty of finding material in archives because so much depends on the metadata and the terminology used to describe things changes over time. "it would be so helpful," the researcher said, "if I typed 'lesbian' into the library of congress database, it would also show me results that were categorised in the 50s, when the materials were interpreted as 'intimate female friendships'"

which is what tag wrangles at Archive Of Our Own do incredibly effectively: searching for "omegaverse" also leads to "alpha/beta/omega dynamics" and "alternate universe: a/b/o" and so on. but ao3 achieves this frankly incredible categorisation and indexing system by the power of countless volunteers putting in hours and hours of unpaid and unthanked free time, and it's completely understandable that most archives do not have that kind of infrastructure, but also how incredible that a fan-run website has better searchability, classification, and accessibility than the library of congress

[pythonjobsupport]

Database Essentials - Partitioning Tables and Indexes - Overview of Partitioning

Most of the modern database technologies support wide variety of partitioning strategies. However, here are the most commonly … source

[retrosyncosis]

Back at the Haunted Index again

Honestly I might update the haunted index regularly from now on, also I'm open to haunted location suggestions to put up there

[simple-logic]

#QuizTime

What improves database query speed?

A) Indexing 📑

B) Firewall 🚧

C) API 🔗

D) AI 🤖

Comments your answer below👇

💻 Explore insights on the latest in #technology on our Blog Page 👉 https://simplelogic-it.com/blogs/

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[8techlabs-blog]

How to Balance Fixing Performance Issues and Adding New Features in Web Applications?

In today’s digital landscape, web applications are essential for business operations, marketing, and consumer involvement. As organizations expand and consumer expectations rise, development teams are frequently confronted with the difficult task of balancing two key priorities: addressing performance issues and introducing new features.

While boosting performance improves the user experience and increases efficiency, new features are required to remain competitive and meet market demands. Prioritizing one over the other, on the other hand, might have negative consequences—performance concerns can lead to a poor user experience while failing to innovate can result in a competitive disadvantage.

This blog delves into how to balance improving performance and introducing new features to web apps, allowing firms to satisfy technical and market demands efficiently.

Why Balancing Performance and New Features Is Crucial

A web application‘s success depends on both its performance and its features. However, relying entirely on one might result in imbalances that impair both user happiness and business progress. 

Performance:Performance is an important component that directly influences user retention and happiness. Users can become frustrated and leave if the application has slow loading times, crashes, or problems. Ensuring that your web application runs smoothly is essential since 53% of mobile consumers would quit a site that takes more than three seconds to load. 

New Features:On the other hand, constantly adding new features keeps users interested and promotes your company as innovative. New features generate growth by attracting new consumers and retaining existing ones who want to experience the most recent changes.

The dilemma is deciding when to prioritize bug fixes over new feature development. A poor balance can harm both performance and innovation, resulting in a subpar user experience and stagnation. 

Common Performance Issues in Web Applications

Before balancing performance and features, it’s important to understand the common performance issues that web applications face:

Slow Load Times: Slow pages lead to higher bounce rates and lost revenue.

Server Downtime: Frequent server outages impact accessibility and trust.

Poor Mobile Optimization: A significant portion of web traffic comes from mobile devices and apps that aren’t optimized for mobile fail to reach their potential.

Security Vulnerabilities: Data breaches and security flaws harm credibility and user trust.

Bugs and Glitches: Software bugs lead to poor user experiences, especially if they cause the app to crash or become unresponsive.

Strategic Approaches to Fixing Performance Issues

When performance issues develop, they must be handled immediately to guarantee that the online application functions properly. Here are techniques for improving performance without delaying new feature development: 

Prioritize Critical Issues:Tackle performance issues that have the most significant impact first, such as slow loading times or security vulnerabilities. Use analytics to identify bottlenecks and determine which areas require urgent attention. 

Use a Continuous Improvement Process:Continuously monitor and optimize the application’s performance. With tools like Google PageSpeed Insights, you can track performance metrics and make incremental improvements without major overhauls. 

Optimize Database Queries:Slow database queries are one of the leading causes of web app performance issues. Optimize queries and ensure that the database is indexed properly for faster access and retrieval of data. 

Reduce HTTP Requests:The more requests a page makes to the server, the slower it loads. Minimize requests by reducing file sizes, combining CSS and JavaScript files, and utilizing caching.

  5. Leverage Caching and CDNs:       Use caching strategies and Content Delivery Networks (CDNs) to deliver content quickly to users by storing files in multiple locations globally.

Why Adding New Features is Essential for Growth

 In the rapidly changing digital environment, businesses must continually innovate to stay relevant. Adding new features is key to maintaining a competitive edge and enhancing user engagement. Here’s why:

User Expectations:Today’s consumers expect personalized experiences and constant innovation. Failure to add new features can lead to customer churn, as users may feel your web application no longer meets their needs.

Market Differentiation:Introducing new features allows your application to stand out in the marketplace. Unique functionalities can set your app apart from competitors, attracting new users and increasing customer loyalty.

Increased Revenue Opportunities:New features can lead to additional revenue streams. For example, adding premium features or new integrations can boost the app’s value and lead to increased sales or subscription rates.

  4. Feedback-Driven Innovation:       New features are often driven by user feedback. By continuously developing and adding features, you create a feedback loop that improves the overall user experience and fosters customer                 satisfaction.

Read More: https://8techlabs.com/how-to-balance-fixing-performance-issues-and-adding-new-features-in-web-applications-to-meet-market-demands-and-enhance-user-experience/

[robomad]

Integrating Django with Elasticsearch: A Comprehensive Guide

Introduction:In modern web applications, search functionality plays a crucial role in enhancing user experience by enabling quick and efficient data retrieval. Elasticsearch, a powerful open-source search and analytics engine, is designed for handling large-scale data and complex queries at lightning speed. Integrating Elasticsearch with Django allows you to build scalable, high-performance…

[thedbahub]

Optimizing SQL Server Index Size: When to Start Adding Indexes

Introduction Hey there, fellow SQL Server enthusiast! Have you ever found yourself wondering, “When should I start adding indexes to my tables?” Well, you’re not alone. As someone who’s spent countless hours optimizing databases, I’ve learned that the answer isn’t always straightforward. But fear not! In this article, we’ll dive into the fascinating world of SQL Server index size and explore…

[felidae-sims]

Sims 2 Databases Database

(Alright it's an index, I just had to)

Made it for myself, I might as well share. If there's something I've missed please let me know. This list is being updated, Tumblr is being a pain and updates won't show up on re-blogs. Visit the original post to view the most current version. Mirror: Dreamwidth.

CC:

By Type:

Sims 2 - Object Default Database [Discontinued - DW].

Sims 2 - Object Default Database [Active - Spreadsheet].

Sims 2 - [CAS] Default Database.

Sims 2 - Hair Database.

Sims 2 - CC: Afro Hairstyles.

Sims 2 - Shoes Database.

Sims 2 - EA Store Items 2016.

Sims 2 - The Maxis Match Repository Project [CAS] [Pinterest Ver.]

Sims 2 - Repository Finds [CAS&Objects] [sorted into categories].

Sims 2 - Functional Finds [Sorted by function].

Resource list: Clutter and decorative items [massive index at GoS].

Sims 2 - Wall Hanging Decor Recolors Database [New!].

Sims 2 - Lot Database [Maxis ones emptied out].

Sims 2 - Lot Makeover Database [of Maxis Lots] [Note the Uploading Tutorial].

SkyBox/Horizons/Skylines Database.

Maxis Career Conversions TS1+3+4 to TS2 [Sorted by Game&EP - Under Downloads].

Fractured Moonlight's Stone Super Set Database [Creator Unknown, let me know if you know].

By Theme:

List of Maxis Lost & Found Objects Converted into Usable Items.

Stories to Sims 2 Conversion Database. [DW Backup]

TS1 to TS2 Conversion/Recreation Database.

TS1 to TS2 Catalog Conversions [Active, Includes OG Object Descriptions].

TS3 to TS2 Conversion Database [DW Backup].

TS3 to TS2 Traits Project Mod Tracking Sheet [Blog Ver.]

TS4 to TS2 CAS Conversion Archive [EA].

TS4 to TS2 CC Clothing Conversion Database [Custom - ts4 only?].

TS4 to TS2 Build/Buy Conversion Database [EA].

TS4 to TS2 CC Build & Buy Database [Custom].

The Sims spin-off games to the PC TS2 [&3+4].

TSM-to-TS2 Conversion Database [DW Backup].

Sims 2 Historical Finds [CAS&Objects] [Sorted by Era/Period].

Historical Sims 2 Wiki [New!].

Grunge Masterlist Project 2025.

List of Asian Sims 2 Sites With Working Downloads [As of 2017?].

CC Archives:

Sim Archive Project, at The Internet Archive [Introduction Post].

Sims Cave.

Sims Graveyard.

Simblr.cc - Dead-Site Repository.

Liquid Sims - Community Archives.

The Booty, at PSMBD.

Sims 2 Packrat, on Tumblr [Watch out for the recent SFS Hacking problem].

Ekrubynaffit (a.k.a bestbuild4sims) has re-uploaded a lot of archives of defunct creators. Albums with DL on her pinterest. Mainly build and buy mode, thanks a lot!

Resources:

CEP-Extras List, Huge Lunatic at Sims 2 Artists.

The Sims 2 Tutorials Database [Active] (Really needs a backup outside of Tumblr).

Several Lists of Maxis Resources for Modding,Pick'n'Mix Mods, own website, under Notes.

Sims 2 GUID Database Revival (Yes I'm shamelessly promoting it).

Sims 2 Trait GUID Database, by FireFlower.

Sims 2 Painting Sizes Database.

List of all Color Actions, With DL, ZeroDark/Graphic at GoS.

List of all WSO Actions, by Blue Heaven Sims, under Resources.

List of Hacks & Mods That Use Tokens, Bulbizarre at MTS.

Giant List of Simlish Fonts - Collect ‘Em All!, by franzillasims.

Masterlists of Recolouring Templates; MTS [+Cloning] | Hafiseazle | ZreoDark [not a list but a tag].

Index of Effects Names & Definitions [+ Guide], by AmmarAskar at GitHub.

Update notes are under the cut:

Update: Custom Clothing Conversion db [4t2], by @brandinotbroke/ Hair db, by @krabbysims/ Sims 4t2 CAS Conversion Archive [EA], by @mdpthatsme/ CEP-Extras List, by @hugelunatic/ Lists of Maxis Resources for Modding, by @picknmixsims/ Sims 2 Tutorials db [Active], by @sims2tutorials/ Sim Archive Project at The Internet Archive, by various - see @simnostalgia. Update 1: added EA ts2 store items at GoS/ Painting sizes db/ Tutorials db, by @sims2tutorials. Update 2: GUID db Revival. Update 3: believe it or not, there's more - Shoes db/ Sims 2. Functional Finds [sorted by function], by @sims2functionalfinds. Update 4: Resource list: Clutter and decorative items, at @gardenofshadowssims. Update 5: added archives section. Update 6: added @ekrubynaffit's Pinterest Archive. Update 7: Fixed TSM link, added Stories db/ Afro Hairstyles db, by @letomills/ SkyBox/Horizons/Skylines Database, by @simmergetic/ Grunge Masterlist Project 2025, by @pixeldolly/ and DW backup links (Everything that's exclusively on Tumblr/LJ should be backed somewhere else). Update 8: List of Asian Sims 2 Sites With Working Downloads [as of 2017?] by @0201-sims. Update 9: added Sims 2 Repository Finds [sorted into categories], by @sims2repositoryfinds. Update 10: added Sims 2 Object db [Discontinued], because the more the better. Update 11 Yet another (!): The Maxis Match Repository Project [CAS], by @whattheskell [how did i forget?]/ TS3 to TS2 Traits Project Mod Tracking Sheet, by  Rowena Sims & @noodlebelli. Update 11: Maxis Career Conversions TS1+3+4 to TS2 [Sorted by Game&EP - Under Downloads], by @sims2idea-lientebollemeis2i. Update 12: HS I found another one: List of all Color Actions - Names, Creators, and Download Links. Maintained for over a decade by @zerographic at GoS :P Update 13: separated by type & theme. added Sims 2 Historical Finds [CAS&Objects] [Sorted by Era/Period], by @ts2history. Update 14: added to resources Trait GUID db, by @fireflowersims. Update 15: I shit you not, there's more - Sims 2 Lot Makeover db [Maxis Lots], by @ts2lotmakeoverdb/ List of Hacks & Mods That Use Tokens, Bulbizarre at MTS/ TS1 Catalog Conversions [Active], by @kitteninthewindow/ WSO Action Masterlist, by Blue Heaven Sims under Resources. Update 16: List of Maxis Lost & Found Objects Converted into Usable Items, @kirlicues. Update 17: Sims 2 Lot db [Maxis ones emptied out], by @mikexx2 @mrsktrout @ts2lots. Update 18: Historical Sims 2 Wiki [New!], by @theacmecatalogblog. Update 19: under archives; Simblr.cc - Dead-Site Repository by @simblrcc-site. Jackpot! Update 20: added Giant List of Simlish Fonts - Collect ‘Em All!, by @franzillasims. Update 21 [can't believe there's more]: Masterlists of Recolouring Templates; MTS [+Cloning] | @hafiseazale | @zerographic [not a list but a tag]. Update 22(!): Index of Effects Names & Definitions [+ Guide], by AmmarAskar at GitHub. Update 23: added Sims 2 - Wall Hanging Decor Recolors Database [New!], by @sims-for-semi

[foone]

Your posts are in an AI model

and then Tumblr decided to sell them to AI models.

Now, don't get me wrong, tumblr selling out the users to AI companies is bad, yes, they shouldn't do that. It sucks.

but don't lets get this confused: your posts were already in there. Tumblr selling them is about tumblr making some money and about the AI models having more exhaustive post collections. It's not about your posts being in an AI model, vs not being in one. That battle has already been lost.

Can you find your post on google? Then it's almost certainly in an AI model already. Think about it: These AI sites showed up before all the sites were making deals to sell their users' content, right? How do you think they built them in the first place?

They scraped the posts. Just like google and bing and such do when they build their search indexes.

It's a fundamental part of how the open web works: you want your posts on tumblr to be visible to users, right? You want them to be readable?* Like, look how much stuff broke when twitter changed their whole read-while-not-logged-in policy, ruining a bunch of thread links/NSFW links. And if it's visible, it's scrapable. That's what the AI models were built on.

I've done website scraping before (not for AI models, of course. I was doing search engines and website archival), this is just how it works. You hire a few relatively smart CS graduates and tell them "build me a scraper that'll give us a bunch of tumblr posts" and they go off for a month or two and come back with a database of a few billion posts, and you stuff that into your AI model. That's how they got all the deviantart and flickr and twitter and pinterest and so on posts. They didn't pay for them: they just took them.

They only ever pay for this shit because either:

they fucked up in such a way that the site might be able to sue them for taking rather than paying

They can buy them cheaper than they can finish taking them. Maybe they'd need to pay the CS grads for an extra month? well, that might be more expensive than just throwing the site a couple hundred thousand bucks.

ANYWAY: my point is, don't treat this "oh no tumblr is selling our posts to AI" like it's a big thing that might happen and it would be bad to happen. Yes, it's bad, tumblr shouldn't do this, this'll let AI models get continual updates of content for far easier than just scraping them would be, tumblr betrayed user trust, and so on...

but realistically, this is not a black and white matter of "if only tumblr didn't do this, then we'd be safe from AI models!"

Nope. We already lost that battle. I'm sorry, and it does suck, but that's just how it is. The avalanche has already started, it's too late for the pebbles to vote. * I'm assuming here that you don't run a private blog that's set to only followers or something. You'd be safer then, of course, but you're not really my target audience for this rant

[mytimeline1999]

What are partitions: partitions are database object, it is basically splitting large table into small multiple parts.

It is very helpful for getting quick query results.

It will help to improve database performance.

Types of partitions

Range partitions

Key partitions

Sub partitions ..etc.

[netzweltvt]

Firebase Development Services | Firebase App Development | VTNetzwelt

Firebase Development Services are essential for businesses looking to develop applications that are not only responsive and user-friendly but also highly functional, ensuring a competitive edge in the digital landscape. Firebase Development services cover the entire development cycle, from app conceptualization and design to coding, testing, and deployment. They use Firebase's features, such as real-time databases, authentication, cloud functions, and hosting, to create dynamic and feature-rich applications.

[pythonjobsupport]

Database Indexing for Dumb Developers

This video explains what happens under the hood when indexing a database and explains why it can lead to performance … source