My highlighted notes for the following paper: Wheatman, B., Dong, X., Shen, Z., Dhulipala, L., Łącki, J., Pandey, P., & Xu, H. (2024). BYO: A Unified Framework for Benchmarking Large-Scale Graph Containers. arXiv preprint arXiv:2405.11671.