home Anil Madhavapeddy, Professor of Planetary Computing  

Energy-Aware Deep Learning on Resource-Constrained Hardware

Josh Millar, Hamed Haddadi and Anil Madhavapeddy.

Working paper at arXiv.

URL (arxiv.org)   DOI   BIB

# 1st May 2025   iconpapers Computer Science - Hardware Architecture Computer Science - Machine Learning ai esp32 llms preprint sensing systems

Careful design of Large Language Model pipelines enables expert-level retrieval of evidence-based information from syntheses and databases

Radhika Iyer, Alec Christie, Anil Madhavapeddy, Sam Reynolds, Bill Sutherland and Sadiq Jaffer.

Journal paper in PLOS ONE (vol 20 issue 5).

URL (journals.plos.org)   DOI   BIB   PDFpdf

# 1st May 2025   iconpapers ai biodiversity conservation evidence journal llms

Conservation changed but not divided

Sam Reynolds, Sara Beery, Neil Burgess, Mark Burgman, Stuart Butchart, Steven J. Cooke, David A Coomes, Finn Danielsen, Enrico Di Minin, América Paz Durán, Amy Hinsley, Sadiq Jaffer, Julia P.G. Jones, Binbin V. Li, Anil Madhavapeddy, Lloyd Peck, Nathalie Pettorelli, Jon Paul Rodríguez and Bill Sutherland.

Journal paper in Trends in Ecology & Evolution.

URL (authors.elsevier.com)   DOI   BIB   PDFpdf

# 1st Apr 2025   iconpapers journal

Benchmarking Ultra-Low-Power µNPUs

Josh Millar, Yushan Huang, Sarab Sethi, Hamed Haddadi and Anil Madhavapeddy.

Working paper at arXiv.

URL (arxiv.org)   DOI   BIB   PDFpdf

# 1st Mar 2025   iconpapers biodiversity conservation esp32 preprint sensing

Quantifying the impact of the food we eat on species extinctions

Thomas Ball, Michael Dales, Alison Eyres, Jonathan Green, Anil Madhavapeddy, David Williams and Andrew Balmford.

Working paper at Cambridge Open Engage.

URL (cambridge.org)   DOI   BIB   PDFpdf

# 1st Feb 2025   iconpapers agriculture biodiversity conservation consumption extinctions food land-use preprint sensing supplychains

LIFE: A metric for mapping the impact of land-cover change on global extinctions

Alison Eyres, Thomas Ball, Michael Dales, Thomas Swinfield, Andy Arnell, Daniele Baisero, América Paz Durán, Jonathan Green, Rhys Green, Anil Madhavapeddy and Andrew Balmford.

Journal paper in Philosophical Transactions of the Royal Society (vol 380 issue 1917).

URL (royalsocietypublishing.org)   DOI   BIB   PDFpdf

# 1st Jan 2025   iconpapers biodiversity conservation journal nature sensing

The potential for AI to revolutionize conservation: a horizon scan

Sam Reynolds, Sara Beery, Neil Burgess, Mark Burgman, Stuart Butchart, Steven J. Cooke, David A Coomes, Finn Danielsen, Enrico Di Minin, América Paz Durán, Francis Gassert, Amy Hinsley, Sadiq Jaffer, Julia P.G. Jones, Binbin V. Li, Oisin Mac Aodha, Anil Madhavapeddy, Stephanie O'Donnell, Bill Oxbury, Lloyd Peck, Nathalie Pettorelli, Jon Paul Rodríguez, Emily Shuckburgh, Bernardo Strassburg, Hiromi Yamashita, Zhongqi Miao and Bill Sutherland.

Journal paper in Trends in Ecology & Evolution.

URL (linkinghub.elsevier.com)   DOI   BIB   PDFpdf

# 1st Dec 2024   iconpapers ai biodiversity conservation evidence horizon journal

Lineage first computing: towards a frugal userspace for Linux

Michael Dales, Patrick Ferris and Anil Madhavapeddy.

Abstract in the 1st International Workshop on Low Carbon Computing.

URL (sicsa.ac.uk)   BIB   PDFpdf

# 1st Dec 2024   iconpapers abstract linux shark systems zfs

Emission Impossible: privacy-preserving carbon emissions claims

Jessica Man, Sadiq Jaffer, Patrick Ferris, Martin Kleppmann and Anil Madhavapeddy.

Abstract in the 1st International Workshop on Low Carbon Computing.

URL (sicsa.ac.uk)   BIB   PDFpdf

# 1st Dec 2024   iconpapers abstract carbon emissions security zkp

Cooperative Sensor Networks for Long-Term Biodiversity Monitoring

Josh Millar, Sarab Sethi, Hamed Haddadi, Michael Dales and Anil Madhavapeddy.

Abstract in the 1st International Workshop on Low Carbon Computing.

URL (sicsa.ac.uk)   BIB   PDFpdf

# 1st Dec 2024   iconpapers abstract biodiversity sensing terracorder

Carbon-aware Name Resolution

Ryan Gibb, Patrick Ferris and Anil Madhavapeddy.

Abstract in the 1st International Workshop on Low Carbon Computing.

URL (sicsa.ac.uk)   BIB   PDFpdf

# 1st Dec 2024   iconpapers abstract carbon distributed dns selfhosting systems

Scheduling for Reduced Tail Task Latencies in Highly Utilized Datacenters

Smita Vijayakumar, Anil Madhavapeddy and Evangelia Kalyvianaki.

Paper in the proceedings of the 2024 ACM Symposium on Cloud Computing.

URL (acmsocc.org)   DOI   BIB   PDFpdf

# 1st Nov 2024   iconpapers cloud conference distributed scheduling systems

Poster: Towards Low-Power Comprehensive Biodiversity Monitoring

Josh Millar, Sarab Sethi, Hamed Haddadi and Anil Madhavapeddy.

Abstract in the proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems.

URL (dl.acm.org)   DOI   BIB   PDFpdf

# 1st Nov 2024   iconpapers abstract biodiversity sensing terracorder

A Legal Perspective on Supply-side Integrity Issues in the Forest Carbon Market

Sophie Chapman, Eleanor Toye Scott, Thomas Swinfield, Robin Daniels and Anil Madhavapeddy.

Journal paper in Carbon & Climate Law Review (vol 18 issue 3).

URL (cclr.lexxion.eu)   DOI   BIB   PDFpdf

# 1st Nov 2024   iconpapers carboncredits conservation journal landuse law nbs

Modularizing Reasoning about AI Capabilities via Abstract Dijkstra Monads

Cyrus Omar, Patrick Ferris and Anil Madhavapeddy.

Paper in the the 12th ACM SIGPLAN Workshop on Higher-Order Programming with Effects (HOPE).

URL (icfp24.sigplan.org)   BIB   PDFpdf

# 1st Sep 2024   iconpapers ai conference formal security

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