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Find our projects and releases in this repo!

## Beacon Runner
## Projects

### Proof-of-Stake

Research on Ethereum Proof-of-Stake consensus

#### Beacon Runner: Proof-of-Stake digital twin

Ongoing effort to produce an incentives-focused testing environment for the consensus layer.

- [Beacon Runner homepage](https://ethereum.github.io/beaconrunner)
- [Beacon Runner repo](https://github.com/ethereum/beaconrunner)

#### Data analysis

## eip1559
Consensus layer and validator analytics.

Simulations and analysis of transaction fee markets.
- [Beacon chain data analysis library (in R)](posdata/notebooks/lib.R)
- [Beacon chain April 2021 incident](https://barnabe.substack.com/p/a-data-driven-view-of-the-beacon) + [Script (in R)](posdata/script/20210424_plots.R)
- [Exploring the first 1000 epochs](https://ethereum.github.io/rig/posdata/notebooks/mainnet_explore.html)

- [abm1559 website](https://ethereum.github.io/abm1559)
- [abm1559 repo](https://github.com/ethereum/abm1559)

## [ethdata](ethdata)
### Fee markets

Data analysis and bias confirmations for the execution layer.
#### abm1559: Agent-based modelling of the fee market

- [Exploring blocks, gas and transactions](https://ethereum.github.io/rig/ethdata/notebooks/explore_data.html) + [source](ethdata/notebooks/explore_data.Rmd)
- [Gas weather report, July 21st-July 27th](https://ethereum.github.io/rig/ethdata/notebooks/gas_weather_reports/exploreJuly21.html) + [source](ethdata/notebooks/gas_weather_reports/exploreJuly21.Rmd)
Simulations and analysis of transaction fee markets, specifically EIP-1559.

## [posdata](posdata)

Consensus layer and validator analytics.

- [Code library](posdata/notebooks/lib.R)
- [abm1559 website](https://ethereum.github.io/abm1559)
- [abm1559 repo](https://github.com/ethereum/abm1559)

### Beacon chain April 2021 incident
#### Data analysis

- [Blog post](https://barnabe.substack.com/p/a-data-driven-view-of-the-beacon) + [Script](posdata/script/20210424_plots.R)
- A dashboard for EIP-1559 ([Dune](https://dune.xyz/barnabe/EIP1559))
- [Gas weather report, July 21st-July 27th](https://ethereum.github.io/rig/ethdata/notebooks/gas_weather_reports/exploreJuly21.html) + [source](ethdata/notebooks/gas_weather_reports/exploreJuly21.Rmd)
- [Exploring blocks, gas and transactions](https://ethereum.github.io/rig/ethdata/notebooks/explore_data.html) + [source](ethdata/notebooks/explore_data.Rmd)

### Mainnet data analysis
#### Other publications

- [Exploring Mainnet](https://ethereum.github.io/rig/eth2data/notebooks/mainnet_explore.html)
- [Congestion control and EIP-1559](https://barnabe.substack.com/p/congestion-control-and-eip1559)
- [Understanding fees in EIP-1559](https://barnabe.substack.com/p/understanding-fees-in-eip1559)
- [Better bidding with EIP-1559](https://barnabe.substack.com/p/better-bidding-with-eip1559)

## Beacon Digest
## Publications

Explorations of the beacon chain by [Shyam Sridhar](https://twitter.com/ShyamSridhar7).
- Schwarz-Schilling, C., Neu, J., Monnot, B., Asgaonkar, A., Tas, E. N., & Tse, D. (2021). Three Attacks on Proof-of-Stake Ethereum. _arXiv preprint arXiv:2110.10086_. [arXiv link](https://arxiv.org/abs/2110.10086)

- [Beacon Digest website](https://shsr2001.github.io/beacondigest)
- [Beacon digest repo](https://github.com/SHSR2001/beacondigest)
- Reijsbergen, D., Sridhar, S., Monnot, B., Leonardos, S., Skoulakis, S., & Piliouras, G. (2021). Transaction Fees on a Honeymoon: Ethereum's EIP-1559 One Month Later. _arXiv preprint arXiv:2110.04753_. [arXiv link](https://arxiv.org/abs/2110.04753)

- Leonardos, S., Monnot, B., Reijsbergen, D., Skoulakis, S., & Piliouras, G. (2021). Dynamical Analysis of the EIP-1559 Ethereum Fee Market. _arXiv preprint arXiv:2102.10567_. [arXiv link](https://arxiv.org/abs/2102.10567)
## Talks
80x160

Meet the RIG and check our previous talks!

| Talk | Location | Date | Link |
|---|---|---|---|
| Economics of EIP-1559 | Berlin Ethereum Meetup | 4 November 2021 | [Slides](https://docs.google.com/presentation/d/1DG95jsDsjwoK4mNnSxQHbXaupeIkcSj4bX-55DxPMwE/edit?usp=sharing) |
| Employing a reinforcement learning-based framework to analyze incentive mechanism attacks on Ethereum blockchain | EDCON 2021 | 28 August 2021 | [Video](https://youtu.be/mwxK7tEtcIM) |
| Post-London EIP-1559 Assessment | EIP-1559 breakout call #12 | 13 August 2021 | [Video](https://youtu.be/ZmzIHFuwdg0?t=239) |
| Protocol cryptoeconomics with the RIG | EthCC[4] | 20 July 2021 | [Video](https://www.youtube.com/watch?v=6FIIZW7ScuE) + [Slides](assets/pdf/ethcc2021.pdf) |
| Ethereum : Un protocole en mutation | EthCC[4] | 20 July 2021 | |
| PEEPanEIP #37: EIP-1559: Fee market change with Tim Beiko, Barnabé Monnot, Micah Zoltu | Ethereum Cat Herders | 21 June 2021 | [Video](https://www.youtube.com/watch?v=AC1FS3LmoT4) + [Slides](https://docs.google.com/presentation/d/1vVGaezpoj-sYPPBNSY0LdPyJGIex2zl1cdgipVoMkL0/edit?usp=sharing) |
| The road to Ethereum | Online (SUTD) | 9 April 2021 | [Blog post](https://barnabe.substack.com/p/eth2) |
| En route pour eip1559 | Online (Ethereum France, in French) | 10 November 2020 | [Video](https://www.youtube.com/watch?v=p8M5RpiUG8o) + [Slides](https://docs.google.com/presentation/u/1/d/1MuO7egGTleSXrYcQH9B6IZ-NrMNyTPmypLb4MN9d9SE/edit?usp=sharing) |
| Strategic issues in EIP 1559 | Online (ETHTaipei) | 15 October 2020 | [Video](https://www.youtube.com/watch?v=3pErNDU5BiE) + [Slides](https://docs.google.com/presentation/d/1AHQAgLqAIsiF_Vd2pcYaMBvg0v8d-01_yzsWJLOLj4I/edit) |
| Ethereum's new transaction fee market design, EIP 1559 | Online (SUTD) | 25 September 2020 | [Notes/slides](assets/pdf/notes-georgios.pdf) |
| cadCAD community call #2 | Online | 28 August 2020 | [Video](https://www.youtube.com/watch?v=SVNNvTiIKlg) + [Slides](https://docs.google.com/presentation/d/13PHT4fIw7g_fhOfkagZRyxjeVO8dM3z6zjRMQkY0j1U/edit?usp=sharing) |
| Eth Magicians EIP 1559 panel | Online | 29 July 2020 | [Video](https://www.youtube.com/watch?v=kNSpugOwQ1o) |
| RIG Bouillabaisse | EthCC[3] | 3 March 2020 | [Slides](assets/pdf/rig-ethcc.pdf) |
| OpenSUTD Blockchain development IAP | SUTD | 16 January 2020 | [Slides](https://docs.google.com/presentation/d/10LR57HTiSs-8pBpNeXKoJ13zOPxzOrLI8Avs3FSDsz0/edit?usp=sharing) |
| Talk | Speaker | Location | Date | Link |
|---|---|---|---|---|
| Economics of EIP-1559 | Barnabé | Berlin Ethereum Meetup | 4 November 2021 | [Slides](https://docs.google.com/presentation/d/1DG95jsDsjwoK4mNnSxQHbXaupeIkcSj4bX-55DxPMwE/edit?usp=sharing) |
| Employing a reinforcement learning-based framework to analyze incentive mechanism attacks on Ethereum blockchain | Shyam | EDCON 2021 | 28 August 2021 | [Video](https://youtu.be/mwxK7tEtcIM) |
| Post-London EIP-1559 Assessment | Barnabé | EIP-1559 breakout call #12 | 13 August 2021 | [Video](https://youtu.be/ZmzIHFuwdg0?t=239) |
| Protocol cryptoeconomics with the RIG | Barnabé | EthCC[4] | 20 July 2021 | [Video](https://www.youtube.com/watch?v=6FIIZW7ScuE) + [Slides](assets/pdf/ethcc2021.pdf) |
| Ethereum : Un protocole en mutation | Barnabé | EthCC[4] | 20 July 2021 | |
| PEEPanEIP #37: EIP-1559: Fee market change with Tim Beiko, Barnabé Monnot, Micah Zoltu | Barnabé | Ethereum Cat Herders | 21 June 2021 | [Video](https://www.youtube.com/watch?v=AC1FS3LmoT4) + [Slides](https://docs.google.com/presentation/d/1vVGaezpoj-sYPPBNSY0LdPyJGIex2zl1cdgipVoMkL0/edit?usp=sharing) |
| The road to Ethereum | Barnabé | Online (SUTD) | 9 April 2021 | [Blog post](https://barnabe.substack.com/p/eth2) |
| En route pour eip1559 | Barnabé | Online (Ethereum France, in French) | 10 November 2020 | [Video](https://www.youtube.com/watch?v=p8M5RpiUG8o) + [Slides](https://docs.google.com/presentation/u/1/d/1MuO7egGTleSXrYcQH9B6IZ-NrMNyTPmypLb4MN9d9SE/edit?usp=sharing) |
| Strategic issues in EIP 1559 | Barnabé | Online (ETHTaipei) | 15 October 2020 | [Video](https://www.youtube.com/watch?v=3pErNDU5BiE) + [Slides](https://docs.google.com/presentation/d/1AHQAgLqAIsiF_Vd2pcYaMBvg0v8d-01_yzsWJLOLj4I/edit) |
| Ethereum's new transaction fee market design, EIP 1559 | Barnabé | Online (SUTD) | 25 September 2020 | [Notes/slides](assets/pdf/notes-georgios.pdf) |
| cadCAD community call #2 | Barnabé | Online | 28 August 2020 | [Video](https://www.youtube.com/watch?v=SVNNvTiIKlg) + [Slides](https://docs.google.com/presentation/d/13PHT4fIw7g_fhOfkagZRyxjeVO8dM3z6zjRMQkY0j1U/edit?usp=sharing) |
| Eth Magicians EIP 1559 panel | Barnabé | Online | 29 July 2020 | [Video](https://www.youtube.com/watch?v=kNSpugOwQ1o) |
| RIG Bouillabaisse | Barnabé | EthCC[3] | 3 March 2020 | [Slides](assets/pdf/rig-ethcc.pdf) |
| OpenSUTD Blockchain development IAP | Barnabé | SUTD | 16 January 2020 | [Slides](https://docs.google.com/presentation/d/10LR57HTiSs-8pBpNeXKoJ13zOPxzOrLI8Avs3FSDsz0/edit?usp=sharing) |
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