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---
title: Research
hide_title: true
sidebar_label: Research
---
# Research with OpenDC
On this page we list publications related to OpenDC or publications that have used OpenDC in their work.
## Interested in working with us?
If you are a new student and are interested in doing a project (e.g., bachelor thesis, master thesis) on OpenDC with us,
please visit [AtLarge Research website](https://www.atlarge-research.com/new_students.html) for more information.
For a sneak peek of the kind of work we do, have a look at the material listed below.
## Publications about OpenDC
1. [OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud Datacenters](https://atlarge-research.com/pdfs/ccgrid21-opendc-paper.pdf)
**CCGrid 2021**
Fabian Mastenbroek, Georgios Andreadis, Soufiane Jounaid, Wenchen Lai, Jacob Burley, Jaro Bosch, Erwin van Eyk,
Laurens Versluis, Vincent van Beek, Alexandru Iosup
2. [The OpenDC vision: Towards collaborative datacenter simulation and exploration for everybody](https://atlarge-research.com/pdfs/opendc-vision17ispdc_cr.pdf)
**ISPDC 2017 (invited paper)**
Alexandru Iosup, Georgios Andreadis, Vincent van Beek, Matthijs Bijman, Erwin van Eyk, Mihai Neacsu, Leon Overweel,
Sacheendra Talluri, Laurens Versluis, Maaike Visser.
## Publications using OpenDC
1. [Capelin: Data-Driven Compute Capacity Procurement for Cloud Datacenters Using Portfolios of Scenarios](https://www.computer.org/csdl/journal/td/2022/01/09444213/1tYo2a8BeWA)
**IEEE Transactions on Parallel and Distributed Systems (TPDS), Jan. 2022**
Georgios Andreadis, Fabian Mastenbroek, Vincent van Beek, Alexandru Iosup
2. [A Reference Architecture for Datacenter Scheduling](https://arxiv.org/pdf/1808.04224)
**International Conference for High Performance Computing, Networking, Storage and Analysis 2018 (SC18)**
Georgios Andreadis, Laurens Versluis, Fabian Mastenbroek, Alexandru Iosup
## Students using OpenDC
There have been also multiple students projects that have used OpenDC:
1. [Radice: Data-driven Risk Analysis of Sustainable Cloud Infrastructure using Simulation](https://repository.tudelft.nl/islandora/object/uuid:00afeb36-724d-4edf-adc7-67ce991c7d12)
**Master Thesis, 2022**
Fabian Mastenbroek
2. [How Can Datacenters Join the Smart Grid to Address the Climate Crisis?](https://arxiv.org/abs/2108.01776)
**Bachelor Thesis, 2021**
Hongyu He
3. [Capelin: Fast Data-Driven Capacity Planning for Cloud Datacenters](https://repository.tudelft.nl/islandora/object/uuid:d6d50861-86a3-4dd3-a13f-42d84db7af66?collection=education)
**Master Thesis, 2020**
Georgios Andreadis
4. [Modeling and Simulation of the Google TensorFlow Ecosystem](https://atlarge-research.com/pdfs/lai2020thesis.pdf)
**Master Thesis, 2020**
Wenchen Lai
5. [OpenDC Serverless: Design, Implementation and Evaluation of a FaaS Platform Simulator](https://zenodo.org/record/4046675)
**Bachelor Thesis, 2020**
Soufiane Jounaid
6. [LEGO, but with Servers: Creating the Building Blocks to Design and Simulate Datacenters](https://atlarge-research.com/pdfs/BSc-Thesis-JACOB_BURLEY_FINAL.pdf)
**Bachelor Thesis, 2020**
Jacob Burley
7. [A Trace-Based Validation Study of OpenDC](https://atlarge-research.com/pdfs/2020-12-02_bsc_thesis_jaro_final.pdf)
**Bachelor Thesis, 2020**
Jaro Bosch
8. [A Systematic Design Space Exploration of Datacenter Schedulers](https://repository.tudelft.nl/islandora/object/uuid%3A20478016-cc7d-4c87-aa12-25b46f511277?collection=education)
**Bachelor Thesis, 2019**
Fabian Mastenbroek
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