| Autor: |
Resch, Salonik, Chowdhury, Zamshed I., Cilasun, Husrev, Zabihi, Masoud, Zhao, Zhengyang, Wang, Jian-Ping, Sapatnekar, Sachin, Karpuzcu, Ulya R. |
| Rok vydání: |
2021 |
| Předmět: |
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| Druh dokumentu: |
Working Paper |
| Popis: |
Beyond edge devices can function off the power grid and without batteries, enabling them to operate in difficult to access regions. However, energy costly long-distance communication required for reporting results or offloading computation becomes a limitation. Here, we reduce this overhead by developing a beyond edge device which can effectively act as a nearby server to offload computation. For security reasons, this device must operate on encrypted data, which incurs a high overhead. We use energy-efficient and intermittent-safe in-memory computation to enable this encrypted computation, allowing it to provide a speedup for beyond edge applications within a power budget of a few milliWatts. |
| Databáze: |
arXiv |
| Externí odkaz: |
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