Blockchain technology has emerged as a promising solution for various applications, from cryptocurrencies to supply chain management. However, its scalability remains a significant challenge, particularly for resource-constraint devices that cannot handle blockchain data's processing and storage demands. The blockchain verification requires significant computational and storage resources, which can be a barrier for resource-constraint devices. Moreover, traditional consensus algorithms, such as Proof of Work (PoW), can be slow and energy-intensive, limiting the scalability of blockchain networks. A study on scalability challenges and potential solutions for resource-constraint devices is pursued to address this issue. Many researchers have proposed sharding-based verification based on blockchain technology to enhance the scalability and performance of verification, especially for resource-constraint devices. This paper highlights the various solutions for sharding-based verification.