Haoran Ma

Isolation Mondrian Forest for Batch and Online Anomaly Detection

2020

We propose a new method, named isolation Mondrian forest (iMondrian forest), for batch and online anomaly detection. The proposed method is a novel hybrid of isolation forest and Mondrian forest which are existing methods for …

Mako: a low-pause, high-throughput evacuating collector for memory-disaggregated datacenters

2022

Resource disaggregation has gained much traction as an emerging datacenter architecture, as it improves resource utilization and simplifies hardware adoption. Under resource disaggregation, different types of resources (memory, CPUs, etc.) are disaggregated into dedicated servers …

Demonstration of Quantum Generative Adversarial Network with a Silicon Photonic Chip

2024

We demonstrated a hybrid quantum-classical generative adversarial network (GAN) with a silicon photonic chip capable of generating arbitrary 2-qubit states. The chip was successfully applied for classical distribution loading and MNIST image generation.