Lawrence is an expert in heterogenouse computing in the cloud, especially on the GPU compute. Lawrence has been working in the GPU virtualization industry for years and has hands on experience on variouse GPU virtualization technique, like VMware vSGA, vDGA and AMD SRIOV etc.. Always a lead or as main contributor, he has successfully released multiple GPU virtualization products during his career.