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2020 – today
- 2026
[j1]Maximilian Nawrath
, Andrea Merlina, Jemmima Knight, Sam A. Welch, Mahla Rashidian, Isabel Seifert-Dähnn:
Validating Large Language Models for Title-Abstract Screening in Low-Prevalence Systematic Reviews: An Environmental Science Case Study. Inf. 17(5): 501 (2026)- 2024
- [c4]Yuting Yang, Andrea Merlina, Weijia Song, Tiancheng Yuan, Ken Birman, Roman Vitenberg:
Navigator: A Decentralized Scheduler for Latency-Sensitive AI Workflows. EDGE 2024: 35-47 - [i4]Yuting Yang, Andrea Merlina, Weijia Song, Tiancheng Yuan, Ken Birman, Roman Vitenberg:
Compass: A Decentralized Scheduler for Latency-Sensitive ML Workflows. CoRR abs/2402.17652 (2024) - [i3]Andrea Merlina, Thiago Garrett, Roman Vitenberg:
On Replacing Cryptopuzzles with Useful Computation in Blockchain Proof-of-Work Protocols. CoRR abs/2404.15735 (2024) - 2023
- [i2]Weijia Song, Thiago Garrett, Yuting Yang, Mingzhao Liu, Edward Tremel, Lorenzo Rosa, Andrea Merlina, Roman Vitenberg, Ken Birman:
Cascade: A Platform for Delay-Sensitive Edge Intelligence. CoRR abs/2311.17329 (2023) - 2022
- [c3]Weijia Song, Yuting Yang, Thompson Liu, Andrea Merlina, Thiago Garrett, Roman Vitenberg, Lorenzo Rosa, Aahil Awatramani, Zheng Wang, Ken Birman:
Cascade: An Edge Computing Platform for Real-time Machine Intelligence. ApPLIED@PODC 2022: 2-6 - [c2]Andrea Merlina, Roman Vitenberg, Vinay Setty:
A general and configurable framework for blockchain-based marketplaces. SAC 2022: 216-225 - 2021
- [i1]Andrea Merlina, Roman Vitenberg, Vinay Setty:
A General and Configurable Framework for Blockchain-based Marketplaces. CoRR abs/2103.11765 (2021)
2010 – 2019
- 2019
- [c1]Andrea Merlina:
BlockML: a useful proof of work system based on machine learning tasks. Middleware Doctoral Symposium 2019: 6-8
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