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Author

Andres Sebaatian Pirolo

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#edge computing Open access Sep 2026

Projective Shannon Sketches for Transformer KV Memory: Needle Rescue under Compressed Keys on GPT Model

Projective KV-Cache: Slashing LLM Memory Costs by 50%–75% Without Context Amnesia (Empirical Validation on GPT-2) The Executive Problem: Large Language Models (LLMs) processing long documents face an expensive bottleneck: the Key-Value (KV) Cache. Storing every token's attention memory in GPU VRAM creates immense hardw...

Andres Sebaatian Pirolo · 0 citations
#edge computing Open access Sep 2026

Projective Shannon Sketches for Transformer KV Memory: Needle Rescue under Compressed Keys on GPT Model

Projective KV-Cache: Slashing LLM Memory Costs by 50%–75% Without Context Amnesia (Empirical Validation on GPT-2) The Executive Problem: Large Language Models (LLMs) processing long documents face an expensive bottleneck: the Key-Value (KV) Cache. Storing every token's attention memory in GPU VRAM creates immense hardw...

Andres Sebaatian Pirolo · 0 citations
#edge computing Open access Aug 2026

Autonomous Spacecraft Detumbling Under Severe Tip-Off

Autonomous Spacecraft Detumbling Under Severe Tip-Off The Problem Small satellite missions in Low Earth Orbit (LEO) face critical survival risks during post-launch separation or emergency safe-modes. In these phases, violent multi-axis tumbling rates (exceeding 90°/s) blind high-precision optical sensors and saturate m...

Andres Sebaatian Pirolo · 0 citations
#edge computing Open access Aug 2026

Autonomous Spacecraft Detumbling Under Severe Tip-Off

Autonomous Spacecraft Detumbling Under Severe Tip-Off The Problem Small satellite missions in Low Earth Orbit (LEO) face critical survival risks during post-launch separation or emergency safe-modes. In these phases, violent multi-axis tumbling rates (exceeding 90°/s) blind high-precision optical sensors and saturate m...

Andres Sebaatian Pirolo · 0 citations

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