This Thesis work proposes a remote attestation and integrity verification solution in a Cloud based Environment. It allows an Orchestrator (Verifier) to attest the integrity of the Virtual Machine running on edge devices, connected to the network, during run-time. This solution allows the Prover to provide a strong and verifiable evidence of its system’s state to the Orchestrator. It is also a highly scalable and lightweight solution allowing the Orchestrator to attest multiple edge devices at the same time in an efficient way. Following the guidelines of the previously proposed remote attestation schemes the TPM has been used as a trust anchor to ensure security properties during the whole process.