Academic Research
Extensible Internet
There is now a significant and growing functional gap between the public Internet, whose basic architecture has remained unchanged for several decades, and a new generation of more sophisticated private networks. To address this increasing divergence of functionality and overcome the Internet’s architectural stagnation, we argue for the creation of an Extensible Internet (EI) that supports in-network services that go beyond best-effort packet delivery.
- ACM SIGCOMM CCR Editorial: Revitalizing the Public Internet By Making it Extensible [paper]
CellBricks
CellBricks is a novel cellular architecture that lowers the barrier to entry for new operators — small or large, trusted or untrusted.
- ACM SIGCOMM 2021: Democratizing Cellular Access with CellBricks [paper] [artifact]
AlphaGarden
AlphaGarden is an autonomous polyculture garden that prunes and irrigates living plants in a 1.5m × 3.0m physical testbed. AlphaGarden uses an overhead camera and sensors to track the plant distribution and soil moisture. We model individual plant growth and interplant dynamics to train a policy that chooses actions to maximize leaf coverage and diversity.
- IEEE CASE 2022: Automated Pruning of Polyculture Plants [paper]
- IEEE ICRA 2021: Learning Seed Placements and Automation Policies for Polyculture Farming with Companion Plants [paper]
- IEEE CASE 2020: Simulating Polyculture Farming to Tune Automation Policies for Plant Diversity and Precision Irrigation [paper]