Bashima Islam
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| title | conference | date |
|---|---|---|
| Power, Energy and Analysis | EMSOFT 2022 | 2022-10-07 |
CapOS detects gradual capacitor degradation, switches from just-in-time checkpointing to a timer-based rollback recovery and reports about 60% higher… | ||
| BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a ... | UbiComp 2021 | 2021-09-21 |
A smartphone microphone model learns inhalation and exhalation by transferring labels from IMU signals using a teacher-student transfer where the teacher is a… | ||
| Zygarde: Time-Sensitive On-Device Deep Inference and Adaptationon Intermittently-Powered Systems | UbiComp / ISWC 2020 | 2020-09-12 |
Zygarde is an energy- and accuracy-aware scheduler that runs compressed DNNs on batteryless microcontroller-class devices, modeling bursty harvestable energy… | ||
| Intermittent Learning: On-Device Machine Learning on Intermittently Powered System | UbiComp / ISWC 2020 | 2020-09-12 |
Framework schedules ML subtasks around harvest interrupts and uses an algorithm plus three runtime heuristics to decide which examples to keep or discard… | ||
| nothing matches | ||