Viktor Gsteiger

Code Wrangler | System Builder | Tech Explorer | Book Worm

Projects

I actively contributed or initiated the following projects:

Caribou

Caribou

Caribou is a framework for running and deploying complex serverless workflows multi-constraint and multi-objective aware on hyper-scalers over multiple regions.

GitHubLive Demo
modyn

modyn

Modyn is a research-platform for training ML models on dynamic datasets.

GitHubLive Demo
vitrivr

vitrivr

vitrivr is an open source full-stack content-based multimedia retrieval system with a focus on video.

GitHubLive Demo

Papers

Modyn: Data-Centric Machine Learning Pipeline Orchestration

Paper (2024)

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Caribou: Fine-Grained Geospatial Shifting of Serverless Applications for Sustainability

Paper (2024)

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Holistically Optimizing Geospatial Serverless Workflow Deployment for Sustainable Computing

Master Thesis (2024)

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Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection

Paper (2023)

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Towards a platform and benchmark suite for model training on dynamic datasets

Paper (2023)

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Multi-modal interactive video retrieval with temporal queries

Paper (2022)

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Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th video browser showdown

Paper (2022)

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Evaluating Algorithms for Temporal Queries in Ad-Hoc Video Retrieval

Bachelor Thesis (2021)

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Tech Stack

Python
TypeScript
SQL
Docker
Kubernetes
Terraform
Foundry
React
GCP
AWS