Scalability is the ability of a system, network, or process, to handle growing amount of work in a capable manner or its ability to be enlarged to accommodate that growth.

learn more… | top users | synonyms

0
votes
0answers
40 views

System design for stock dashboard

I was asked this question in an interview. I was asked to design a stock screener like app. I was asked to tell what caching strategies would you recommend. I answered about publish-subscribe model ...
1
vote
1answer
46 views

Are Serverlet Containers' Characteristics Against Scalability and Fault-Tolerance of a Web Application?

We most likely deploy a JVM-based Web application (e.g., Scala) on a container (e.g., TOMCAT, Jetty, etc.). Does the following points about a serverlet container goes against us to create a scalable ...
0
votes
0answers
37 views

what is the relationship between CORBA, JMS and MDB?

In the context of my previous fuzzy question on microservices, please help me break down the terminology involved in these technologies: CORBA JMS MDB Utilizing JNDI, I believe it's possible to do ...
1
vote
1answer
58 views

How to minimize database deadlocks in a load balanced web application?

I'm working on a web application hosted on multiple load-balanced web front ends (WFEs). This application has an API method that performs a database query and returns the results. This query only ...
1
vote
2answers
67 views

What is better for scalability for this specific dataset, MongoDB or MySQL?

I have a web app which has users, forms, and volunteers signed up on those forms. Currently I am using MongoDB and have it setup with a collection for admins, and a collection for forms with ...
0
votes
1answer
38 views

Is this architecture feasible? Maintaining two tcp sockets open from the server to two clients in order to relay events between the two

Basically I need to keep track of two clients and need pass messages between the two. I am thinking of creating a tcp connection between the clients and the server and using the server to manage this ...
1
vote
1answer
91 views

Running an algorithm against a large dataset

We have a python application which does a DFS search against data in a database. Right now, that data is small so I can hold everything in a python container but the data is going to grow and there ...
0
votes
1answer
158 views

Would adding more digits be a way to scale a order generation service? [closed]

I am working on interview questions from Amazon.com Software Development Engineer Intern Interview Questions. One of the interviewees was asked "give a scalable system design of Amazon.com's order ...
10
votes
1answer
438 views

How to avoid chatty interfaces

Background: I am designing a server application and creating separate dll's for different subsystems. To simplify things, let's say I have two subsystems: 1) Users 2) Projects Users's public ...
2
votes
3answers
342 views

Multiple users using the same script for their websites

I'm working on a project, I have a question regarding the architecture: Say I have a many python scripts on my server and there's main.py which contains all the classes. And there's a script called ...
0
votes
1answer
512 views

Designing a scalable schema for college database [closed]

I am trying to build back end for college ERP system. The system will be based on LAMP. These is the scenario: Colleges have 5 branches There are 4-6 classes in each branch. There are 80 students ...
0
votes
1answer
116 views

Service bus all the things [closed]

Lets assume the following scenario: bus -> service A -> bus -> service B -> bus One message comes in, one message goes out.. There could be a few reasons why to have a bus between A ...
11
votes
6answers
3k views

What should I do to scale out a high-traffic website?

What best practices should be undertaken for a website that needs to "scale out" to handle capacity? This is especially relevant now that people are considering the cloud, but may be missing out on ...
0
votes
1answer
57 views

Is this what “Cloud-Scaling” is?

When talking about things like "building your systems/applications around the cloud" or "using cloud technology for scalability", is "cloud-scaling" (from a provider eg. Amazon) this: When placing ...
15
votes
4answers
4k views

Databases: Where should the application logic run? [duplicate]

http://highscalability.com/blog/2010/11/9/facebook-uses-non-stored-procedures-to-update-social-graphs.html talks about how Facebook moved logic out of the database into the application in order to ...
6
votes
3answers
399 views

Proper Response to HTTP Request When Too Much Data is Requested

I'm building an API for an ad serving platform that will allow you to request tracker data for ad campaigns. Campaigns often exceed hundreds of millions of requests, which means there will be many ...
0
votes
1answer
31 views

Scaling Azure across subscriptions

I've been doing a lot of work with VMs recently and can see the massive advantages of the platform. It's my understanding that subscriptions are a very good way of managing your clients. For example ...
1
vote
5answers
145 views

Can one always design for scale out?

When designing an application where scalability is going to be important, it would be useful if the application could be designed to "scale out" on cheap commodity servers. However, there are many ...
0
votes
2answers
99 views

Static and dynamic data : should I use different databases?

Say I am building a website that uses two different types of data : Static : information that will hardly change, like movie awards or world countries names (I want fast access so no external API) ...
17
votes
3answers
395 views

How to test and optimize when you can't reproduce the environment?

In the past, I've worked in a variety of environments. Desktop apps, games, embedded stuff, web services, command line jobs, web sites, database reporting, and so on. All of these environments shared ...
2
votes
2answers
164 views

Should we always create web application scalable? [closed]

Fact that now a days everyone is moving to cloud due to ease in scalability, configuration and maintenance. But my question is should we develop all web application scalable event if it is not ...
1
vote
1answer
75 views

Even distribution through a chain of resources

I'm working on an algorithm which routes tasks through a chain of distributed resources based on a hash (or random number). For example, say you have 10 gateways into a service which distribute tasks ...
1
vote
1answer
483 views

Store scores for players and produce a high score list

This question is derived from an interview question that I got for a job I was declined. I have asked for code review for my solution at the dedicated Stack Exchange site ...
2
votes
2answers
123 views

Scalable Job Handler

We have a job table that triggers a notification when a new job gets inserted. Clients that can handle such jobs may subscribe to those notifications. When a client receives a notification, he can ...
5
votes
5answers
2k views

Structuring database for multi-object “activity” and “following” functionalities

I am working on a web application which operate with different types of objects such as user, profiles, pages etc. All objects have unique object_id. When objects interact it may produce "activity", ...
4
votes
3answers
1k views

Splitting big request in multiple small ajax requests

I am unsure regarding the scalability of the following model. I have little experience with large systems, big number of requests and so on but I'm trying to build some features considering ...
2
votes
1answer
178 views

Website as an API client vs using the API only when needed?

I'm developing a website (using Django) which will depend on an API for it's main functionality which is create/update/delete objects. But the API also provides: User sign up and login User ...
0
votes
1answer
91 views

Single Page Web Application Web Service Scalability

I am trying to build a single page web application that will call multiple web services (both SOAP and RESTful) and aggregate the data in the UI. Initially I though I could do it all client-side, ...
0
votes
2answers
122 views

How should I create object after database insert PHP

I have just been working on a new project and doing things the same way I have for years now. However for the first time, I am constantly thinking about scalability and performance of both the ...
10
votes
7answers
462 views

When to start thinking about scalability? [closed]

I'm having a funny but also terrible problem. I'm about to launch a new (iPhone) app. It's a turn-based multiplayer game running on my own custom backend. But I'm afraid to launch. For some reason, I ...
18
votes
5answers
1k views

Fighting technical debt as the “lowest developer”?

Let's say you work for a company and what you do is develop software for them. You have no idea of the big picture or maybe slight. What you do have are tasks assigned to you via issue tracking ...
1
vote
1answer
191 views

Why are JOINS deprecated for a in-memory database?

Correct me if I'm misunderstanding. Refer to the following sentence: Stack Overflow copied a key part of the Wikipedia database design. This turned out to be a mistake which will need massive ...
5
votes
1answer
1k views

OOCSS / BEM / SMACSS architecture

I've been working through this article to organize my front-end code. It references articles on BEM / SMACSS, which in turn reference other articles. I'm really trying to understand what the best ...
2
votes
3answers
193 views

Difference between Optimization and Scalability?

If I quote a paragraph from Wikipedia about Optimization: In computer science, program optimization or software optimization is the process of modifying a software system to make some aspect of ...
1
vote
1answer
131 views

How to implement a distributed proxy with quotas?

I'm in the process of developing a scalable proxy (Linux/C/C++, Nginx modules or custom HTTP server) handling incoming HTTP requests, and re-routing them to others locations based on parameters ...
1
vote
2answers
1k views

How do I make multiple calls to a web service without taxing that service heavily? Scaling question

is there a good pattern for how to send multiple calls to a web service but without taxing it and ensuring the data is sent back? I don't know enough to correctly describe the problem to even start ...
7
votes
5answers
1k views

How do you off load work from the database?

In at least the web development field, web servers are everywhere but are backed by very few database servers. As web servers get hit with requests they execute large queries on the database, putting ...
22
votes
2answers
1k views

Internal-use websites: Is there a compelling case against SQLite?

Many web frameworks, such as Flask or Django use SQLite as their default database. SQLite is compelling because it's included in python, and administrative overhead is pretty low. However, most high ...
31
votes
3answers
7k views

What does Douglas Crockford mean when he says jQuery doesn't scale? [closed]

In the Q&A section of this talk, Douglas Crockford says that jQuery doesn't scale as well as some other popular libraries. What does he mean by that, and what is it about the other libraries that ...
2
votes
1answer
303 views

PHP high traffic default page

I have a php website that will be experiencing high levels of traffic in a few weeks. We scaled the servers to accept the traffic, but want some sort of fallback page in the event that something ...
3
votes
2answers
140 views

Scalability of using environment variables

I just moved into the Ruby on Rails world and with it I am being introduced to much more liberal use of environment variables than what I have been exposed to in the past. Specifically, it appears ...
3
votes
2answers
673 views

Handling multiple clients using single application

We are developing an ERP web application using Vaadin framework where each of the potential client companies will have their own data and file storage. Current implementation only allows having one ...
3
votes
1answer
446 views

Thinking pragmatically about scalability

I was recently asked as an exercise to design a scalable graph. My first intuition was how to seperate the graph and distribute it (sharding,consistent hashing..etc) Turns out my thinking was on ...
10
votes
1answer
589 views

How much does the data model affect scalability and performance in so called “NoSQL” database?

You can't ever have a talk about so called "NoSQL" database without bringing the CAP theorem (Consistency, Availability, Partition : pick two). If you have to pick say, between MongoDB (Partition, ...
5
votes
4answers
2k views

Why scalability issues cannot be solved by more servers ?

I know that big websites suffer from scalability issues and I guess that more servers (hardware) can help to handle scalabililty issues but I see that big websites are stuck about scalability even if ...
3
votes
3answers
923 views

Is the database the bottleneck or not? High Scalability talk

I found an interesting article on high scalability web site where it talks about EBay scalability and especially a specific passage struck me: "(Ebay strategies)...Move work out of the database ...
8
votes
1answer
3k views

Designing an scalable message queue architecture

I have recently started learning the nuances of scalable and enterprise computer architecture, and one of the central components is a messaging queue. In order to learn the most I can from any ...
5
votes
1answer
1k views

Is Node.js correct choice for JSON parsing and IO driven

My program should perform following task: It listen on http port after getting request it does following things. Connect to gearman Parse gearman payload to JSON (Upto 100 bytes) Connect to Redis ...
8
votes
2answers
640 views

Is this solution RESTful and secure?

Our product registers new players on our service, and we've chosen to host it on Azure (we're using .NET) and we wanted it to be stateless (for scalability) and relatively secure. Since this is the ...
14
votes
3answers
9k views

How to design highly scalable web services in Java?

I am creating some Web Services that would have 2000 concurrent users. The services are offered for free and are hence expected to get a large user base. In the future it may be required to scale up ...