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Articles by Pyae Sone
Same Weights, Same Prompt, Different Triage Level
I ran a 4-bit medical-triage model on a laptop GPU and on a CPU. For one patient, the GPU said urgent and the CPU said emergency. Same model file, same prompt, same input. Here's the mechanism and why "validated on hardware X" doesn't mean what you'd hope. I've been building Aegis-MD, a local-first emergency-department triage console.
Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization
[Submitted on 14 Dec 2023] Title:Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization Download a PDF of the paper titled Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization, by Pyae Sone Aung and 4 other authors Download PDF HTML (experimental) Abstract:Multi-access Edge Computing (MEC) addresses computational and battery limitations in devices by allowing them to offload computation tasks.
[2308.08279] Deep Reinforcement Learning based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications
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“The Phoenix Project: A Must-Read for IT Professionals and Business Leaders”
“The Phoenix Project: A Novel About IT, DevOps, and Helping Your Business Win” has been a great source of inspiration for me during my healing process from a cancer operation. This book blends fiction and technical writing to provide a unique perspective on the challenges and opportunities of DevOps. One of the key takeaways from this book is the importance of collaboration between development and operations teams.
Bomb blasts kill 2, injure nearly 40 during a pro-military rally in Tachilek Original
The incident happened when two unidentified men arrived on a motorbike and threw two bombs into the crowd, killing two men instantly and wounding 40 others. Four of the injured are reportedly in critical condition. “When the rally participants arrived on Old Hospital Road, bombs exploded. Two died at the scene. Nearly 40 people were injured. About four are in serious condition. Among the injured were two workers from a nearby car parts shop. Mostly, those holding flags got injured.
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