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==Blockchain Research== | ==Blockchain Research== | ||
| − | * Improving the performance of Hyperledger Fabric. We've already got it to [20,000 tps (see [https://arxiv.org/abs/1901.00910 FastFabric]), and our goal is to get to 100,000 tps | + | * Improving the performance of Hyperledger Fabric. We've already got it to [20,000 tps (see [https://arxiv.org/abs/1901.00910 FastFabric]), and our goal is to get to 100,000 tps by and further parallelizing the committer peer (with Christian Gorenflo and Lukasz Golab) |
| − | * | + | * Implementing [https://arxiv.org/abs/1810.09300 RCanopus] and further parallelizing the committer peer (with Christian Gorenflo, Ashwin Sekhari, Qingnan Duan, Linguan Wang, Lukasz Golab, Bernard Wong, and (at UMass) Stephen Lee and Prashant Shenoy) |
| − | * | + | * Designing a trusted smart meter to ensure that data that enters a blockchain can be relied upon. (with Dimcho Karakashev) |
* Using Fabric to provide an audit trail for electric vehicle charging (with Christian Gorenflo, Lukasz Golab, and SWTCH EV Inc.) | * Using Fabric to provide an audit trail for electric vehicle charging (with Christian Gorenflo, Lukasz Golab, and SWTCH EV Inc.) | ||
| − | * Conflict resolution for hot keys in Fabric (with Christian Gorenflo and Lukasz Golab) | + | * [https://arxiv.org/pdf/1906.11229 Conflict resolution] for hot keys in Fabric (with Christian Gorenflo and Lukasz Golab) |
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| + | * Enhancing Fabric with quantum-safe cryptographic algorithms (with Bhargav Das, Geovandro Pereira, and Michele Mosca) | ||
==Energy systems== | ==Energy systems== | ||
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* Using deep neural networks to compute optimal (MPC-computed) storage operation strategies (with Fiodar Kazhamiaka and Catherine Rosenberg) | * Using deep neural networks to compute optimal (MPC-computed) storage operation strategies (with Fiodar Kazhamiaka and Catherine Rosenberg) | ||
| − | * Using | + | * Using cloud cover and solar panel images to detect panel soiling and shadowing (with Yingjie Chen) |
| − | * | + | * Instrumenting UW campus buildings to measure electricity, chilled water, and steam heat consumption |
| − | |||
* Creating a website for homeowners and businesses to determine how many solar panels and how big a storage battery to buy to achieve a certain level of grid independence (with Fiodar Kazhamiaka) | * Creating a website for homeowners and businesses to determine how many solar panels and how big a storage battery to buy to achieve a certain level of grid independence (with Fiodar Kazhamiaka) | ||
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==RFID== | ==RFID== | ||
| − | * | + | * Using RFID-based sensors for determining soil moisture level (with Ju Wang and Omid Abari) |
==Misc.== | ==Misc.== | ||
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* Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie) | * Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie) | ||
| + | |||
=Upcoming= | =Upcoming= | ||
* Comparing permissioned blockchains to distributed databases (with Lukaz Golab and (at UCSB) Divy Agarwal) | * Comparing permissioned blockchains to distributed databases (with Lukaz Golab and (at UCSB) Divy Agarwal) | ||
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* Using blockchains for energy systems | * Using blockchains for energy systems | ||
| + | |||
| + | |||
| + | =Completed= | ||
| + | ===Spring 2019=== | ||
| + | |||
| + | * Using IoT to reduce energy costs of lighting (with Yerbol Aussat) | ||
| + | |||
| + | * Managing data consent on Fabric (with Rishav Agarwal, Dhruv Kumar, Pedro Velmovitsky, Plinio Morita, and Lukasz Golab) | ||
| + | |||
| + | * Reducing the cost of personal thermal comfort systems (with Costin Ograda-Bratu) | ||
| + | |||
| + | ===Winter 2019=== | ||
| + | |||
| + | * Using computer vision algorithms to estimate the degree of snow cover on solar panels (with Jia Ying Lin) | ||
| + | |||
| + | * Improving the accuracy of RFID-based sensors (with Ju Wang and Omid Abari) | ||
| + | |||
| + | * Designing and building an off-grid system to capture e-scooter activity and accidents (with Tingyun Liu and Lime Inc.) | ||
| + | |||
| + | * Improving the description of research outcomes from my energy systems research (with Shela Qiu) | ||
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| − | Last updated | + | Last updated June 4, 2019 |
Latest revision as of 08:45, 9 September 2019
Contents
What I'm Working On
This page is my attempt to keep track of all the things I'm working on...
Blockchain Research
- Improving the performance of Hyperledger Fabric. We've already got it to [20,000 tps (see FastFabric), and our goal is to get to 100,000 tps by and further parallelizing the committer peer (with Christian Gorenflo and Lukasz Golab)
- Implementing RCanopus and further parallelizing the committer peer (with Christian Gorenflo, Ashwin Sekhari, Qingnan Duan, Linguan Wang, Lukasz Golab, Bernard Wong, and (at UMass) Stephen Lee and Prashant Shenoy)
- Designing a trusted smart meter to ensure that data that enters a blockchain can be relied upon. (with Dimcho Karakashev)
- Using Fabric to provide an audit trail for electric vehicle charging (with Christian Gorenflo, Lukasz Golab, and SWTCH EV Inc.)
- Conflict resolution for hot keys in Fabric (with Christian Gorenflo and Lukasz Golab)
- Enhancing Fabric with quantum-safe cryptographic algorithms (with Bhargav Das, Geovandro Pereira, and Michele Mosca)
Energy systems
- Using deep neural networks to compute optimal (MPC-computed) storage operation strategies (with Fiodar Kazhamiaka and Catherine Rosenberg)
- Using cloud cover and solar panel images to detect panel soiling and shadowing (with Yingjie Chen)
- Instrumenting UW campus buildings to measure electricity, chilled water, and steam heat consumption
- Creating a website for homeowners and businesses to determine how many solar panels and how big a storage battery to buy to achieve a certain level of grid independence (with Fiodar Kazhamiaka)
RFID
- Using RFID-based sensors for determining soil moisture level (with Ju Wang and Omid Abari)
Misc.
- Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie)
Upcoming
- Comparing permissioned blockchains to distributed databases (with Lukaz Golab and (at UCSB) Divy Agarwal)
- Using blockchains for energy systems
Completed
Spring 2019
- Using IoT to reduce energy costs of lighting (with Yerbol Aussat)
- Managing data consent on Fabric (with Rishav Agarwal, Dhruv Kumar, Pedro Velmovitsky, Plinio Morita, and Lukasz Golab)
- Reducing the cost of personal thermal comfort systems (with Costin Ograda-Bratu)
Winter 2019
- Using computer vision algorithms to estimate the degree of snow cover on solar panels (with Jia Ying Lin)
- Improving the accuracy of RFID-based sensors (with Ju Wang and Omid Abari)
- Designing and building an off-grid system to capture e-scooter activity and accidents (with Tingyun Liu and Lime Inc.)
- Improving the description of research outcomes from my energy systems research (with Shela Qiu)
Last updated June 4, 2019