KetpuntoG
commented
1 year ago Hey! The link doesn't work, make sure the repository is public 🙂
Open johnparkn opened 1 year ago
KetpuntoG
commented
1 year ago Hey! The link doesn't work, make sure the repository is public 🙂
Project Name: Cloud computing for Quantum computer, Quantum computer for Cloud computing Team Name: Qloud
Which challenges would you like to submit your project for? Amazon Braket Challenge
Project Description For cloud service with the multi-server, it is important to make operation costs down and use energy efficiently. By solving the bin packing problem, jobs can be efficiently allocated to machines for cloud service. However, the bin packing problem is an Np-hard problem so it’s difficult to solve classically. In this project, we will try several quantum optimization algorithms to solve bin packing problems for cloud computing services.
Power-Up plan: Even for expressing the small toy model, there are many unknown binary variables in the bin packing problem. To handle this size of problem in a quantum circuit, at least dozens of qubits are needed. By using the AWS Bracket SV1 device (state vector simulator) quantum algorithms can be implemented in the quantum circuit. Also from the quantum circuit, the performance of quantum optimization algorithms can be compared.
Project Link: https://github.com/johnparkn/QHack2023-Qloud