APA (7th ed.) Citation

Ay, B., & Demirdağ, Y. E. (2026). Benchmarking Ollama and vLLM for Concurrent LLM Serving: A Multi-Scenario Evaluation of Performance and Scalability. Applied Sciences (2076-3417), 16(11), 5435. https://doi.org/10.3390/app16115435

Chicago Style (17th ed.) Citation

Ay, Betül, and Yunus Emre Demirdağ. "Benchmarking Ollama and VLLM for Concurrent LLM Serving: A Multi-Scenario Evaluation of Performance and Scalability." Applied Sciences (2076-3417) 16, no. 11 (2026): 5435. https://doi.org/10.3390/app16115435.

MLA (9th ed.) Citation

Ay, Betül, and Yunus Emre Demirdağ. "Benchmarking Ollama and VLLM for Concurrent LLM Serving: A Multi-Scenario Evaluation of Performance and Scalability." Applied Sciences (2076-3417), vol. 16, no. 11, 2026, p. 5435, https://doi.org/10.3390/app16115435.