Note

If you are new to the blockchain technology, taking our Introduction to Blockchain Technology self-paced course is highly recommended. Also, for a comprehensive coverage of blockchain development in Ethereum or mastering Solidity programming, taking our below self paced courses is highly recommended:

• Learn Solidity Programming by Examples
• Introduction to Ethereum Blockchain Development

Recap

In our previous article (Horizontal Scaling versus Vertical Scaling in Distributed Systems), we covered the differences between horizontal and vertical scaling in distributed systems.

In this article, we learn how to scale up Ethereum blockchain applications.

• Learn Solidity Programming by Examples
• Introduction to Ethereum Blockchain Development

 

Scaling Ethereum

Like Bitcoin, the main reason for the Ethereum scalability problem is the network protocol that each node in the network has to process each transaction. Ethereum 1.x implements a slightly modified version of the Proof-of-Work(PoW) consensus mechanism. In Ethereum, miners have to race to find the nonce to meet the target difficulty. Every node needs to verify that the miners' work is valid and keep an accurate copy of the current network state. This greatly limits the transaction process capability and throughput of the Ethereum blockchain network. Currently it can only process 12-15 transactions per second.

 

Blockchain scalability trilemma

First used by Vitalik Buterin, the scalability trilemma is a concept in blockchain regarding its capability to address scalability, decentralization, and security, without compromising any of them. The trilemma claims that it is almost impossible to achieve all three properties in a blockchain system:

• Decentralization: This is a core tenet upon which Bitcoin and blockchain were created. Decentralization enables censorship-resistance and permits anyone to participate in a decentralized ecosystem without a central authority or intermediary.
• Security: This refers to the integrity and immutability of the public ledger, and the ability to resist 51% or DDoS like network attacks.
• Scalability: This concerns the ability to handle a growing amount of transactions in the blockchain network. In order for the Ethereum blockchain to be the world computer as the inventor envisioned, it needs to match the transaction throughput of many centralized systems, like Amazon, Visa, or Mastercard.

The following diagram is an illustration of the scalability trilemma in the blockchain:

The key challenge of scalability is finding a way to achieve all three at the base layer. The design choices of Bitcoin and Ethereum favor decentralization and security, while making a  sacrifice in scalability.

Next Article

In our next article (Review of scaling solutions for Ethereum), we discuss different scaling solutions for Ethereum blockchain applications.

This article is written in collaboration with Brian Wu who is a leading author of “Learn Ethereum: Build your own decentralized applications with Ethereum and smart contracts” book. He has written 7 books on blockchain development.

Resources

Free Webinars on Blockchain

Here is the list of our free webinars that are highly recommended:

• Hyperledger Fabric for system admin versus developers
• How to harness blockchain for environmental and corporate sustainability
• Review of Initial Coin Offering, Security Token Offering and asset tokenization use cases and best practices
• Blockchain for entrepreneurship- 27 blockchain business use cases
• Hyperledger Fabric for entrepreneurship- 21 blockchain business use cases

Free Courses

Here is the list of our 10 free self-paced courses that are highly recommended:

• IT Career Roadmap Explained
• Web Design with Bootstrap
• User Experience Best Practices
• Intro to Search Engine Optimization
• Web Design with WordPress
• Introduction to Drupal CMS
• Intro to Joomla CMS
• Intro to Cybersecurity
• Introduction to Cloud Technology
• Recorded Live Webinars and Classes

Self-Paced Blockchain Courses

If you like to learn more about Hyperledger Fabric, Hyperledger Sawtooth, Ethereum or Corda, taking the following self-paced classes is highly recommended:

1. Intro to Blockchain Technology
2. Blockchain Management in Hyperledger for System Admins
3. Hyperledger Fabric for Developers
4. Intro to Blockchain Cybersecurity
5. Learn Solidity Programming by Examples
6. Introduction to Ethereum Blockchain Development
7. Learn Blockchain Dev with Corda R3
8. Intro to Hyperledger Sawtooth for System Admins

Live Blockchain Courses

If you want to master Hyperledger Fabric, Ethereum or Corda, taking the following live classes is highly recommended:

• Live and self-paced blockchain development with Ethereum
• Live and self-paced blockchain development with Hyperledger Fabric
• Live and self-paced blockchain development with Corda
• Immersive Blockchain Bootcamp with live and self-paced courses
• Live crash course for learning Ethereum with Solidity
• Live crash course for building DApps with Hyperledger Fabric 
• Live crash course for building DApps with Corda
• Live full-stack blockchain development in Hyperledger and Ethereum

 

Articles and Tutorials on Blockchain Technology

If you like to learn more about blockchain technology and how it works, reading the following articles is highly recommended:

•  History and Evolution of Blockchain Technology from Bitcoin
•  Overview of Blockchain evolution and phases from Ethereum to Hyperledger
• Comprehensive overview and analysis of blockchain use cases in many industries
• Blockchain Crowdfunding Security Token or Initial Coin Offerings
• A beginner Guide to Blockchain Technology
• How Decentralized Peer-To-Peer Network Works
• How blocks are added to the blockchain
• How Public and Private Keys of Cryptography Work
• What Is A Cryptographic Hash Function
• How Digital Signature Works In Blockchain
• The role and types of consensus mechanism in blockchain
• How Proof-of-Work Consensus Works in Blockchain
• How Proof of Stake Consensus works in Blockchain

Articles and Tutorials on Ethereum and Solidity

If you like to learn more about blockchain development in Ethereum with Solidity, reading the following articles and tutorials is highly recommended:

• Review of Architecture and Components of Ethereum
• Comprehensive Blockchain Ethereum Developer Guide from Beginner to Advance Level
•  How to Write Ethereum Smart Contracts with Solidity in 1 hour
• Review of Architecture and Components of Ethereum
• How Ethereum Manages Accounts
• How Ethereum Manages Transactions
• How Smart Contracts Work in Ethereum
• How Ether and Gas Work in Ethereum
• How Ethereum Virtual Machine works
• How address and wallet work in Ethereum
• How mining works in Ethereum
• List of Tools and Technologies in Ethereum Ecosystem
• Review of Infura for Ethereum Development
• Review of Infura Ethereum API
• How to Use Remix with Infura for Ethereum Development
• How Ethereum Client API Works
• How Ethereum IPFS Storage Works
• How to Install and Start Ethereum IPFS Storage
• How to Run Ethereum IPFS Storage
• How to Work with Ethereum Swarm Storage
• How to Install Ethereum Swarm Storage
• How to Handle Ethereum Messages with Whisper
• Review of Popular Ethereum Smart Contract Libraries
• Review of Private and Permissioned blockchain
• How to Set up a Local Private Ethereum Blockchain
• How to Run Geth on a Local Private Ethereum Blockchain
• How to Build a Local Private Ethereum Blockchain with Mining
• How to Run Geth on a Local Private Ethereum Blockchain with Mining
• How to Create an Account on a Local Private Ethereum Blockchain
• How to Use Ethereum Optional Flags with New Chains
• Review of Ethereum Options for Development and Testing
• Review of Ethereum Developer Chain Options
• Review of Ethereum API and Console Options
• Review of Ethereum Networking Options
• Review of Ethereum Transaction Pool Options
• Review of Challenges for Ethereum Blockchain Development
• UI/UX and Design Thinking for Ethereum Blockchain Development
• Review of Ethereum Governance for Ethereum Blockchain Development
• Review of Government Regulations for Ethereum Blockchain Development
• Review of Mainstream Adoption for Ethereum Blockchain Development
• Review of Ethereum Tools and Infrastructure
• Review of Ethereum Tools and Frameworks
• Review of 100 DApps that Run on Ethereum Network
• Ethereum and Know-Your-Customer Requirements
• Integration of Ethereum with AI, ML and IoT

Articles and Tutorials on Hyperledger Family

If you like to learn more about blockchain development with Hyperledger, reading the following articles and tutorials is highly recommended:

• Introduction to Hyperledger Architecture, Projects, Tools and Libraries
• Complete Review of Hyperledger Fabric Architecture and Components
• Hyperledger Fabric for System Administers versus Developers
• How to use Prometheus and Grafana to monitor Hyperledger Fabric
• Essential Hyperledger Sawtooth Features for Enterprise Blockchain Developers
• Blockchain Developer Guide- How to Install Hyperledger Fabric on AWS
• Blockchain Developer Guide- How to Install and work with Hyperledger Sawtooth
• Blockchain Developer Guide- How to Install Hyperledger Burrow on AWS
• Blockchain Developer Guide- How to Install Hyperledger Iroha on AWS
• Blockchain Developer Guide- How to Install Hyperledger Indy and Indy CLI on AWS
• Blockchain Developer Guide- How to Install Hyperledger Seth and Docker on AWS
• Blockchain Developer Guide- How to Configure Hyperledger Sawtooth Validator and REST API on AWS
• Blockchain Developer Guide- How to Build Transaction Processor as a Service and Python Egg for Hyperledger Sawtooth
• Blockchain Developer Guide- How to Deploy Ethereum Smart Contracts with Hyperledger Burrow
• Blockchain Developer Guide- How to Create Cryptocurrency Using Hyperledger Iroha CLI
• Blockchain Developer Guide- How to Explore Hyperledger Indy Command Line Interface
• Blockchain Developer Guide- Comprehensive Blockchain Hyperledger Developer Guide from Beginner to Advance Level
• Introduction to Hyperledger Sawtooth Blockchain Development

Articles and Tutorials on R3 Corda

If you like to learn more about blockchain development on Corda , reading the following articles and tutorials is highly recommended:

• Introduction to R3 Corda Blockchain Development

Articles and Tutorials on Other Blockchain Platforms

If you like to learn more about blockchain development in other platforms, reading the following articles and tutorials is highly recommended:

• Introduction to Quorum Blockchain Development