Couple of years back NoSQL was relatively unheard term. It has become a new buzzword in town, catching people's imagination. Almost all big daddies of Internet (Google, Facebook, Yahoo, Twitter, Amazon, Linked-in etc.) are using NoSQL at massive scale and many of them have their own NoSQL products. Every month there is a launch of new NoSQL product catering to some specific use cases / requirements. So what are the reasons behind NoSQL's rise to popularity?
Background
RDBMS and SQL has ruled the world for last 3 decades. They were (are) the defacto standard for storing business data. In fact there was no alternative to RDBMS and SQL combination. When RDBMS were developed the disk space was scarce, hence a lot of thought has gone around saving precious disk space. Development in hardware technologies have made available literally unlimited storage space at lower prices. Evolution of Internet in last decade has paved way for altogether different kind of applications and use cases, which were never thought earlier. Web2 applications (say social networking) have entirely different requirements than typical enterprise applications. Other than that Internet has changed the way application developers think about the data and its usage & storage.
Requirement
Nowadays enormous amount of data is being produced everyday and the rate at which data is produced is also increasing. Data size is so huge that organizations spread it across data center as it does not fit in a single rack or data center. Though data availability is also an equally important factor in using multiple data centers for storage. Applications have to available 24x7 no matter what. Data has to survive the data center failure as well, forget about failure of a disk. Instead of archiving data, Facebook type of applications keep it online forever.
Social networking sites are coming up with new features quite frequently and sometimes rolling back them. At times their new features were never thought about earlier. They don't want to be confined by the schema constraints of RDBMS which is quite difficult (though not impossible) to change. Support for evolving schema has become a necessity and NoSQL solutions are a right fit there instead of RDBMS.
Data size, flexible schema and availability are the 3 key factors where traditional RDBMS do not perform well after a certain limit.
Web2 applications has changed how people think about application architecture. It is an altogether different thought process then what it was few years back.
There are several use cases where NoSQL perform much better and it makes perfect sense to use NoSQL instead of trying to scale the RDBMS by using expensive methods. RDBMS’s are really good at doing what they do, which is storing flat, relational, tabular data in a consistent manner and getting wonderful reports out of that data. They still remain the best solution for storing relational data.While NoSQL databases are good at performance, availability, schema-less persistent etc., which has become a basic requirement for today's applications. Support for these features is the main reason for meteoric rise to fame of the NoSQL.
Background
RDBMS and SQL has ruled the world for last 3 decades. They were (are) the defacto standard for storing business data. In fact there was no alternative to RDBMS and SQL combination. When RDBMS were developed the disk space was scarce, hence a lot of thought has gone around saving precious disk space. Development in hardware technologies have made available literally unlimited storage space at lower prices. Evolution of Internet in last decade has paved way for altogether different kind of applications and use cases, which were never thought earlier. Web2 applications (say social networking) have entirely different requirements than typical enterprise applications. Other than that Internet has changed the way application developers think about the data and its usage & storage.
Requirement
Nowadays enormous amount of data is being produced everyday and the rate at which data is produced is also increasing. Data size is so huge that organizations spread it across data center as it does not fit in a single rack or data center. Though data availability is also an equally important factor in using multiple data centers for storage. Applications have to available 24x7 no matter what. Data has to survive the data center failure as well, forget about failure of a disk. Instead of archiving data, Facebook type of applications keep it online forever.
Social networking sites are coming up with new features quite frequently and sometimes rolling back them. At times their new features were never thought about earlier. They don't want to be confined by the schema constraints of RDBMS which is quite difficult (though not impossible) to change. Support for evolving schema has become a necessity and NoSQL solutions are a right fit there instead of RDBMS.
Data size, flexible schema and availability are the 3 key factors where traditional RDBMS do not perform well after a certain limit.
Thought Process
Web2 applications has changed how people think about application architecture. It is an altogether different thought process then what it was few years back.
While designing an enterprise application we used to think about "how to store the data" but today the primary thought is "how we will use the data". This is a paradigm shift. Data storage is designed based on how that is going to be used, leading to optimized performance for a given requirement at times at the cost of flexibility.
"Referencing" entities was a wonderful feature in RDBMS but for large scale web 2 application that does not matter at all. For them instead of referencing "embedding" is the killer feature. Storing related data (say personal detail and address) together makes sense as they don't have any meaning independently. This is similar to denormalization in RDBMS.
For many features of web 2 applications ACID transactions are also not a primary requirement. Say if a tweet does not gets published many users won't mind to type that again and hit the enter button as long as that does not happen frequently. If avoiding ACID transactions increases the throughput many fold for not so critical features, what else you want :-). It is similar to old MySQL though with much larger data-set than what MySQL can support.
Conclusion
Conclusion
There are several use cases where NoSQL perform much better and it makes perfect sense to use NoSQL instead of trying to scale the RDBMS by using expensive methods. RDBMS’s are really good at doing what they do, which is storing flat, relational, tabular data in a consistent manner and getting wonderful reports out of that data. They still remain the best solution for storing relational data.While NoSQL databases are good at performance, availability, schema-less persistent etc., which has become a basic requirement for today's applications. Support for these features is the main reason for meteoric rise to fame of the NoSQL.
67 Comments:
Sorry, but your logic is flawed. 99% of the actual businesses will absolutely need a good level of ACID-ness. Saying things like "so what if my data gets lost" is nonsense in almost every case. As that famous "Mongo is web scale" cartoon said, if you don't care about your data, just send it to /dev/null.
@veggen,
What you are saying is correct. If ACID is must for the use case then NoSQL is not the right tool.
RDBMS and NoSQL are complimentary technologies. It is about picking right tool and using the right technology for the task at hand. One size does not fit all.
That is partially the reason, the other is that Nosql is simpler.
Programming in an object oriented way and then persisting your data in relational databases introduces huge complexity.
Nowadays as problems are scaling massively in abstraction, simpler is king as we can't introduct complexity such as rdbms freely in out lifes without some overwhelming evidence of its benefits compared simpler more direct approaches.
What about a NoSQL product that supports ACID Transactions and SQL? http://www.orientechnologies.com
hogwash! Learn a little SQL before you talk about the simpler NoSQL solutions. They are not simpler. They are much more complex and have no standardization. The name NoSQL says it all. People who are scared of learning SQL are jumping through hoops to learn these fads when it is much easier to learn a little SQL.
This all started with the memcache fad. An APE for people afraid to learn how to how to program a simple cache with the ability to communicate across processes.
Personally I use sqlite memory and file databases to solve this problem using SQL. Avoiding the sucker bet of learning a product instead of a skill.
Just my two cents.
thanks, it is a formative article
Nice blog, it’s so knowledgeable, informative, and good looking site. I appreciate your hard work. Good job. Thank you for this wonderful sharing with us. Keep Sharing.
DevOps Training in Chennai
DevOps Online Training in Chennai
DevOps Training in Bangalore
DevOps Training in Hyderabad
DevOps Training in Coimbatore
DevOps Training
DevOps Online Training
Great information, nice to read your blog. Keep updating.
keyword stuffing seo
how to make career in artificial intelligence
angular js plugins
what is rpa technology
rpa applications
angularjs interview questions and answers
Really nice and interesting post. I was looking for this kind of information and enjoyed reading this one. Keep posting. Thanks for sharing.Data Analytics Course
Online football betting i99club, one of the world's leading online gambling sites, เว็บแทงบอล provides the best prices in football betting.
Ufabet1688 online betting website ufabet is a 100% legal website with all licenses.
ufa football betting, casino, slots, lottery, direct website 1688, stable financial, 100% UFABET168.
Fan wreath shop with free delivery, พวงหรีด with pictures before-after sending with receipt.
Sticking to the COVID-19 situation: โควิด Arekorenavi.info.
Online Baccarat FOXZ24 Easy to apply, fast, บาคาร่า deposit-withdraw 10 seconds with the system.
FOXZ88.NET online casino website คาสิโนออนไลน์ Global standard 2020-2021.
Ufabet betting online gambling reminiscent of UFASCR.COM Baccarat.
UFABET football betting website, the big brother of all ufa networks, UFADNA, with an update The first modern system in 2021.
Web football i99PRO online lottery เว็บบอล casino apply today for free 5000 bonus.
Kardinal Stick Siam - relx a great promotion. Express delivery in 3 hours.
Online Marketing Company By the way we can make your website. SEO Reach more customers directly to your business group. Grow your sales.
I am happy to visit here. Thanks to my friend who told me about this webpage, this blog is really awesome
Data Science Training in Hyderabad
Data Science Course in Hyderabad
Impressive blog to be honest definitely this post will inspire many more upcoming aspirants. Eventually, this makes the participants to experience and innovate themselves through knowledge wise by visiting this kind of a blog. Once again excellent job keep inspiring with your cool stuff.
Data Science Training in Bhilai
ucuz takipçi
ucuz takipçi
tiktok izlenme satın al
binance güvenilir mi
okex güvenilir mi
paribu güvenilir mi
bitexen güvenilir mi
coinbase güvenilir mi
It’s awesome to pay a visit this web page and reading the views of all colleagues concerning
this piece of writing, while I am also zealous of getting knowledge. 토토
Very nice post. I just stumbled upon your weblog and wanted to say that I have really enjoyed browsing your blog posts. In any case I will be subscribing to your feed and I hope you write again very soon!
온라인경마
경마사이트
I need to to thank you for this fantastic read!! I definitely loved every little bit of it. I’ve got you saved as a favorite to look at new stuff you post… 카지노사이트
You completed a number of fine points there. I did a search on the subject and found mainly people will agree with your blog. 토토사이트
I blog often and I truly appreciate your content.
야설
Feel free to visit my blog :
야설
You actually make it look so easy with your performance but I find this matter to be actually something which I think I would never comprehend. It seems too complicated and extremely broad for me. I'm looking forward for your next post, I’ll try to get the hang of it!
data scientist training in hyderabad
Great post I would like to thank you for the effort you put into writing this interesting and informative article, no matter what is the purpose of your trip to Turkey, you need to pay the visa cost Turkey before submitting the visa application .Depending on your desired option, the e Visa Turkey cost are calculated.
Thanks for sharing this information. I really like your blog post very much. You have really shared a informative and interesting blog post .
data scientist training in hyderabad
I recently found a lot of useful information on your website, especially this blog page. Among the lots of comments on your articles. Thanks for sharing.
best aws training in hyderabad
Nicely written article. Thank you for this. The international tourist who wish to travel to Kenya should apply for Kenya visa application online. Applying online saves time and provide you the best services where you can check the Kenya visa documents requirement and other information very easily.
Great to become visiting your weblog once more, it has been a very long time for me. Pleasantly this article i've been sat tight for such a long time. I will require this post to add up to my task in the school, and it has identical subject along with your review. Much appreciated, great offer.artificial intelligence course in gurgaon
Greetings! Very useful advice in this particular post! Thanks for sharing! keep sharing such useful information. You can get info about India business visa cost through the Online Indian evisa website.
Your blog gave us significant data to work with. Each and each tip of your post are amazing. You're the best for sharing 바카라사이트
This is very interesting, You’re a very skilled blogger. 카지노사이트
Thanks for sharing this information. Keep it up.... eligible countries for South Africa visa you can check online via South Africa website, The Government of South Africa has confirmed that South Africa's new e-Visa system will be implemented for 15 countries by March 2022.
Really nice and interesting post. I was looking for this kind of information and enjoyed reading this one. Keep posting. Thanks for sharing.business analytics course in bhubaneswar
After checking through a few posts, I realized this was a new site for me. I'm definitely glad I found it and I will be bookmarking and checking back often. Travelers intending to visit India for tourism are permitted entry into India on an e-tourist visa Inde/Indian tourist visa through an online Indian visa website. Apply online for an India travel visa via the Indian visa website.
Awesome blog. I enjoyed reading your articles. This is truly a great read for me. I have bookmarked it and I am looking forward to reading new articles. Keep up the good work!best data science course in bhubaneswar
Great to become visiting your weblog once more, it has been a very long time for me. Pleasantly this article i've been sat tight for such a long time. I will require this post to add up to my task in the school, and it has identical subject along with your review. Much appreciated, great offer.business analytics course in ghaziabad
Sports Betting at Safest Betting Sites in Israel - Airjordan10 RetroOutlet
Safest air jordan 18 retro men blue cheap Betting Sites in Israel · The Best show to buy air jordan 18 retro men and Best Betting Sites in 토토 사이트 모음 the UK · The UK's Hottest jordan 18 white royal blue to us Bookmakers · Betfair Sports Betting Authority · 샤오 미 토토 Betfair
Traditional bookstores have always existed on high streets, but in the digital age, the internet is proving to become a serious competitor to traditional brick and mortar stores. This article examines both sides of the coin and provides an appropriate insight into the phenomenon of shopping of books online. 메이저사이트추천
360DigiTMG, the top-rated organisation among the most prestigious industries around the world, is an educational destination for those looking to pursue their dreams around the globe. The company is changing careers of many people through constant improvement, 360DigiTMG provides an outstanding learning experience and distinguishes itself from the pack. 360DigiTMG is a prominent global presence by offering world-class training. Its main office is in India and subsidiaries across Malaysia, USA, East Asia, Australia, Uk, Netherlands, and the Middle East.
WinRAR 5.ninety Crack is a RAR Archive program that can use for backup your data, decompress RAR ZIP, and other files downloaded and decrease the dimensions of email attachments, create new archives in RAR and ZIP file format. This program consists of safety attributes, https://freeprosoftz.com/winrar-crack-2022/
I accidentally searched and visited your site. I still saw several posts during my visit, but the text was neat and readable. I will quote this post and post it on my blog. Would you like to visit my blog later? 메이저놀이터추천
Please keep on posting such quality articles as this is a rare thing to find these days. I am always searching online for posts that can help me. watching forward to another great blog. Good luck to the author! all the best! 스포츠토토사이트
Very informative Blog! There is so much information here that can help thank you for sharing.
360DigiTMG offers the best training program for Data Science with real-time projects and assignments that will aid you in bagging a high-paying job. Join today.data science course in rohtak
Nice Post thanks. You can also visit my Blog... WinRAR 6.11 Crack
Extremely gorgeous composed article. it'll be in settlement to all individuals who uses it, like me. hold achieve what you're placed it on canr stand by to acknowledgment additional posts. Gilisoft Secure Disk Creator Crack
I have a troublesome come to be past depicting my brain going a propos for content, but I practically felt I want to here. Your article is totally ubiquitous. I later the eccentricity you composed this spread. Download Visio Free
Thanks for such a fantastic blog. Where else could anyone get that kind of info written in such a perfect way? I have a presentation that I am presently writhing on, and I have been on the look out for such great information. 메이저토토
I read your blog and found many interesting metrics in this material. Thanks for sharing it on the Internet. Person who is willing to visit Turkey can apply for a Turkey evisa which is a totally online process. Fill the application form, make payment & receive it in email. As simple as that.
It is very interesting! Really useful for me and thank you for this amazing blog.
Virginia Military Divorce
It is very useful for me and thank you so much for your sharing this post. Keep updating...
Separation Before Divorce
Cost of Legal Separation VS Divorce
Online Solicitation Of A Minor
https://www.fadedfungi.com/dosed-the-movie
Portraiture Crack
getflv-crack
Matt johnson
MHAPHILIAS
minecraft-pocket-edition-android
iphone-backup-extractor-crack
GCracks
NoorCracks
Norton Security Crack
Nice article! It was very innovative thing with unique title and keep it up...
divorce lawyer in virginia
va divorce lawyers
Download All Premium Software From Boom 3D 1.4.2 Crack Plus Registration Key
If you want to benchmark your pc for Xbox games then try 3DMark Crack.
Hi there, I am thoroughly enjoying reading your posts. Your content is engaging and informative, and I find myself coming back for more. Navigating the Portuguese Healthcare System can be a helpful guide for residents and visitors seeking medical assistance in Portugal.
Thank you for the positive feedback! Your encouragement motivates me to continue creating innovative articles with unique titles. I'll strive to maintain the same standard and keep up the good work. A comparative analysis of Turkey's tourism statistics for 2019 and 2020 reveals the impact of the global pandemic. This article aims to explore the anticipated goals and prospects for the sector in 2021.
Hello everyone, "Nationalities Need a Visa for Turkey?" Exploring the eVisa Requirements. Discover the essential information about which nationalities require an electronic visa (eVisa) to visit Turkey, streamlining the entry process for travelers.
NoSQL databases are popular because they offer flexibility and scalability for handling diverse data types and large volumes of data. They are well-suited for modern applications that require real-time data processing and can adapt to changing data structures. Additionally, NoSQL databases often provide horizontal scaling, which is crucial for high-performance applications and can be cost-effective compared to traditional relational databases. Overall, NoSQL's ability to meet the demands of today's dynamic and data-intensive environments makes it a fashionable choice among developers and businesses.
Speeding in Virginia Reckless Driving
Hello! I'd like to extend my heartfelt appreciation for the invaluable information shared on your blog. Discover the essential steps and documents needed for your Saudi visa application. Ensure a smooth journey to the Kingdom of Saudi Arabia with our concise guide.
Hi! Your blog post was informative and engaging. I appreciate the valuable insights you've shared. Thank you! Applying for a Saudi Arabia tourist visa for Indian citizens is a streamlined process. With the necessary documents prepared, the entire application typically takes less than 20 minutes to complete.
Keep illuminating our digital world with your exceptional content, and thank you for your invaluable contributions. India Ganges River Holiest Journey. Embark on a spiritual odyssey along the holiest journey of India, the Ganges River. This sacred river is deeply revered by millions and holds immense cultural significance. From the ghats of Varanasi to the Himalayan source in Gangotri, it's a pilgrimage like no other. Witness ancient rituals, immerse in spirituality, and experience the mystique of the Ganges on this transformative journey.
Hello everyone, For UK citizens seeking a hassle-free way to monitor their Indian passport's progress, the "Indian passport tracking UK" service offers transparency and peace of mind throughout the application and renewal process.
Your generosity in sharing your knowledge is a gift to those seeking to expand their horizons. How to Apply for Indian e Visa from USA- To apply for an Indian e-Visa from the USA, visit the our Indian e-Visa website and select the "Regular Visa Application '' option. Fill out the online application form with your personal details, passport information, and travel plans. Upload a scanned copy of your passport's bio page and a passport-size photo following the specified guidelines. Pay the applicable visa fee using a credit or debit card. After processing and approval, you will receive the e-Visa via email.
This blog is great! It's easy to understand and has helpful information. Keep up the good work! Book your VFS Riyadh appointment effortlessly for various visa and document services. Secure your appointment and streamline your visa application process today.
Post a Comment