HomeTechnology4 Database Scaling Solutions...

4 Database Scaling Solutions to Consider

You have released an application with an intuitive and user-friendly user interface. But if your application faces a load issue, your end users will become frustrated. Most likely, the issue lies within the database and not the application. 38% of database professionals cited database downtime as the issue that kept them awake at night, according to a poll. The downtime could be caused by various difficulties, such as inappropriate database configuration, inadequate load management, database queries timing out, etc.

This post will explain if scaling your database is necessary and how to address database scalability issues. Let’s start with the most obvious question: why scale databases?
Why Should You Scale Your Database?

Your application database must be able to grow or shrink its computing resources in response to the application’s changing requirements. For instance, your database should be able to grow up to accommodate an unexpected traffic spike. In addition, your database should be able to contract when not in use to conserve resources. Selecting the appropriate database for your needs is one of the most effective ways to assure the scalability of a database. Physical servers make database expansion and contraction difficult. Cloud-based database solutions are effective.

Database scaling is a complex and resource-intensive endeavor. Before beginning the project, you must therefore confirm that your product requires a scalable database. Determine first whether your product will have a traffic boost in the near future. If you still need to, you can still use your previous database.

There is no purpose in investing resources in getting a scalable database for a new business. You may do so after your application reaches critical mass and you anticipate a substantial increase in traffic.

Here are a few instances where database scalability is required:

  1. Your application has become obsolete, and you wish to migrate to a cloud-based platform.
  2. Your application is extremely busy with High loads.
  3. Your application must adhere to the regulations.
  4. You desire a balanced workload that can service users worldwide.

Database Scaling Solutions

1. Cache Database Queries

Caching database queries is one of the most straightforward techniques to increase your database’s load-handling capability. In most applications, a small number of queries comprise the majority of requests. You can cache such queries so they are read from the cache in the future. This removes the requirement to retrieve data from the database for such frequent requests. The user is instantly provided with the required info. Caching enhances the performance of your database in this manner.

Amazon ElastiCache is a caching service that facilitates database caching. With Amazon ElastiCache, in-memory caching may be scaled. ElastiCache from Amazon provides real-time use cases. The following are ideal Amazon ElastiCache usage cases:

  1. Gaming ranking lists
  2. Analytics
  3. Streaming

2. Database Indexes

Scaling a database does not always involve adding additional databases to the present configuration. Occasionally, by optimizing the current database, it may be possible to scale it. Database indexing comes into play at this point. Using the database indexing method, you arrange the data to increase the speed of data extraction from the database table.

3. Data Replication

Data replication is the process of creating identical copies of a database on several devices. A replication technique is advantageous for dealing with peak loads. As data is duplicated, queries can be distributed across numerous databases, reducing the burden on a single database. Moreover, in the improbable event that a storage device fails, the copied data will be helpful and the system will continue to operate normally.

4. Sharding

An incorrectly constructed database is one of the most significant barriers to scaling your database. To avoid this bottleneck, selecting the proper database for the appropriate business application is vital. For instance:

A bank should select a relational database management system to guarantee its structured data ACID (atomicity, consistency, isolation, and durability).

A multiplayer online game can utilize a key-value database without SQL.

Regardless of the database you use, ensure that it supports sharding. Sharding is the process of dividing a single large database chunk into smaller pieces of data, known as shards, that can be kept across several databases. Two types of sharding exist:

  1. Horizontal sharding
  2. Vertical sharding

When database queries produce a subset of rows of data, horizontal sharding is advantageous. Typically, these rows are grouped together. For instance, the queries that filter the data are based on narrow date periods.

Vertical sharding is advantageous when database queries return a subset of columns. For example, if some database queries require only names while others require only cities, vertical sharding is effective.

Shards offer two significant benefits:

The total storage capacity of the system is directly proportional to the number of database shards.

Even if one shard is offline, the shard pool can still retrieve and store your data. When a shard is offline, only a fraction of the entire dataset is currently unavailable. Therefore, it will not significantly affect the system’s operation.


The database is an indispensable component of any program. If you wish to scale your application, you must also grow your database. In recent years, technology breakthroughs have provided us with all the necessary tools to make the scaling process effortless. One can utilize cloud-based services like AWS, Azure, or Google Cloud to grow an application.

Before delving into scalability, one must examine several factors. This article should have helped you understand the core difficulties related to scalability and how to address them. Please let me know if I have overlooked any key points in the section below.

Check out: Data Anonymization: Everything You Need to Know

Most Popular

More from Author

Tech-Infused Future of Visual Content: Unleashing the Digital Canvas

In a world where screens, pixels, and the swift advancement of...

Portable Projector: Ultimate Guide to Compact, High-Performance Displays

Portable projector have changed the manner in which we share content,...

The Benefits of Archiving for Disaster Recovery, Brand Preservation, and Long-Term Sales Growth

In today's rapidly evolving business landscape, organizations are constantly faced with...

Advanced Software Solutions That Can Ensure Confidentiality in Health Care Records

Many companies utilize software programs that can encrypt data, organize countless...

Read Now

The Smart Workplace: Increasing Employee Productivity with Wearable Technology

It should come as no surprise that in a world full of technical marvels, innovation has radically revolutionized the way we work. Slack chats and email inboxes are only two instances of how rapidly and aggressively the office has gone digital. The smart workplace, on the other...

Introduction to Salesforce Integration Bridging Systems and Increasing Efficiency

In the present fast-paced corporate environment, the success of effective communication and data flow between systems is critical. Salesforce is a well-known client Relationship Administration platform, and client interactions, sales, and business operations are managed by it. Many businesses, on the other hand, rely on a variety...

Unleashing Innovation: FPGA Design Services and Choosing the Right FPGA Design Company

Field-Programmable Gate Arrays (FPGAs) have emerged as powerful tools in the world of electronic design, offering unparalleled flexibility and performance for a wide range of applications. FPGA design services and the expertise of FPGA design companies have become essential for harnessing the full potential of these devices....

The Evolution of Artificial Intelligence: Past, Present, and Future

The idea of Artificial Intelligence (AI) has captivated the imagination of science fiction enthusiasts for numerous years. Researchers now believe that what once was considered science fiction can become reality. Artificial intelligence has undergone substantial transformations throughout its history, from the inception of basic algorithms to the...

Ten Exciting Manufacturing Trends That You Need to Know About

It’s a great time to be part of the manufacturing world. Value added in the manufacturing market is projected to reach $14.83tn in 2023 (Statista) The number of manufacturing employees will likely surpass 238 million in 2023 (Statista) Best of all, new technologies and trends are emerging in...

5 Machine Learning Strategies for Businesses

Machine learning and AI have been the stuff of sci-fi films and video games for decades and, finally, reality has caught up to fantasy. AI and machine learning have become popular in recent years, especially devices like Alexa and Siri. AI has become more than just a virtual...

Digital Citizenship: How to Promote Ethical Online Behavior With Your Teens

The digital age has brought countless advantages to our lives, yet with those perks come new challenges, particularly for parents of teens. As our children grow up in an increasingly online world, the importance of instilling ethical online behavior cannot be stressed enough. Parents are now tasked...

What Are Probabilistic Models in Machine Learning?

The term "Meltdown" refers to the process of analyzing data using a computer program. This was one of the earliest methods of machine learning, and it is still commonly employed today. In probabilistic models, unobserved variables are viewed as stochastic, and dependency between variables is captured in...

Transforming Identity Verification with Artificial Intelligence

Identity verification is a critical process in today's digital world. Whether it's opening a bank account, signing up for a new online service, or conducting transactions, businesses and organizations need to ensure that the individuals they interact with are who they claim to be. Traditional identity verification...

AI Chatbots vs. Traditional Surveys: Which One Reigns Supreme for Customer Service?

In the realm of customer service, businesses are constantly seeking innovative and efficient ways to interact with their customers. Two popular methods that have emerged in recent years are AI chatbots and traditional surveys. While both approaches aim to gather valuable customer insights, they differ significantly in terms...

What is DMCA Ignored Hosting and Its Benefits?

In today's digital landscape, website owners and content creators seek hosting solutions that prioritize privacy, security, and freedom of expression. One such hosting option gaining popularity is DMCA ignored hosting. In this article, we will explore what DMCA ignored hosting is, its benefits, and how it allows...

How Do AR And VR Enhance User Experiences In The Metaverse?

Augmented Reality (AR) and Virtual Reality (VR) have gained significant prominence recently. While they have different applications, their combination has opened doors to a new concept called the metaverse. This armour interaction or how AR and VR enhance user experiences and revolutionise how we interact with digital...