2 citations · 2 across the 3 of their papers we have counts for
3 papers
Characterizing Performance-Energy Trade-offs of Large Language Models in Multi-Request Workflows
Md. Monzurul Amin Ifath, Israat Haque
Large language models (LLMs) are increasingly used in applications forming multi-request workflows like document summarization, search-based copilots, and multi-agent programming.…
On the Sustainability of AI Inferences in the Edge
Ghazal Sobhani, Md. Monzurul Amin Ifath, Tushar Sharma +1
The proliferation of the Internet of Things (IoT) and its cutting-edge AI-enabled applications (e.g., autonomous vehicles and smart industries) combine two paradigms: data-driven s…
Fast Prototyping of Distributed Stream Processing Applications with stream2gym
Md. Monzurul Amin Ifath, Miguel Neves, Israat Haque
Stream processing applications have been widely adopted due to real-time data analytics demands, e.g., fraud detection, video analytics, IoT applications. Unfortunately, prototypin…