no code implementations • 18 May 2025 • Josh Millar, Hamed Haddadi, Anil Madhavapeddy
The use of deep learning (DL) on Internet of Things (IoT) and mobile devices offers numerous advantages over cloud-based processing.
no code implementations • 28 Mar 2025 • Josh Millar, Yushan Huang, Sarab Sethi, Hamed Haddadi, Anil Madhavapeddy
Our framework provides a foundation for further evaluation of $\mu$NPU platforms alongside valuable insights for both hardware designers and software developers in this rapidly evolving space.
no code implementations • 5 Aug 2024 • Josh Millar, Sarab Sethi, Hamed Haddadi, Anil Madhavapeddy
In-situ sensing devices need to be deployed in remote environments for long periods of time; minimizing their power consumption is vital for maximising both their operational lifetime and coverage.
no code implementations • 19 Jan 2022 • Zahra Tarkhani, Lorena Qendro, Malachy O'Connor Brown, Oscar Hill, Cecilia Mascolo, Anil Madhavapeddy
Consequently, they are susceptible to a multiplicity of attacks across the hardware, software, and networking stacks used that can leak users' brainwave data or at worst relinquish control of BCI-assisted devices to remote attackers.
no code implementations • 12 Aug 2021 • Gemma Gordon, Amelia Holcomb, Tom Kelly, Srinivasan Keshav, Jon Ludlum, Anil Madhavapeddy
The world faces two interlinked crises: climate change and loss of biodiversity.
no code implementations • 24 Apr 2020 • KC Sivaramakrishnan, Stephen Dolan, Leo White, Sadiq Jaffer, Tom Kelly, Anmol Sahoo, Sudha Parimala, Atul Dhiman, Anil Madhavapeddy
OCaml is an industrial-strength, multi-paradigm programming language, widely used in industry and academia.
Programming Languages D.3.4
no code implementations • 20 Jan 2015 • Hamed Haddadi, Heidi Howard, Amir Chaudhry, Jon Crowcroft, Anil Madhavapeddy, Richard Mortier
We propose there is a need for a technical platform enabling people to engage with the collection, management and consumption of personal data; and that this platform should itself be personal, under the direct control of the individual whose data it holds.
Computers and Society