Mutazhakmi ^new^ Jun 2026

The proliferation of Internet‑of‑Things (IoT) and autonomous systems has shifted AI workloads from the cloud to the edge. Edge devices must satisfy three often‑conflicting constraints:

[ \beginaligned \min_\mathbfC, V_\textdd & \quad \Delta! \textAcc(\mathbfC) \ \texts.t. & \quad \sum_i=1^N \textlat i(\mathbfc i) \le L \max \ & \quad \sum i=1^N \texten_i(\mathbfc i) \le E \max \endaligned ] mutazhakmi

[ \textlat_i(\mathbfc_i) = \alpha_i \cdot \underbrace\bigl(\textMAC i \cdot b_i \cdot p_i\bigr) \texteffective MAC + \beta_i ] mutazhakmi