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Coalescent Computing [article]

Kyle C. Hale
2021 arXiv   pre-print
, wireless networking technology will allow service providers to blur the distinction between local and remote resources for commodity computing.  ...  We discuss key systems challenges to enabling such tightly-coupled, disaggregated, and ephemeral infrastructure provisioning, advocate for more research in the area, and outline possible paths forward.  ...  In Pro- running an immersive augmented reality application may ceedings of the 12th USENIX Conference on File prefer to have all computation and state migrated back to and Storage Technologies  ... 
arXiv:2104.07122v1 fatcat:36da7fqzwbb6feqay5ys2yp62y

Invalidation-Based Protocols for Replicated Datastores [article]

Antonios Katsarakis
2021 arXiv   pre-print
Based on this insight, we draw inspiration from the multiprocessor for high-performance, strongly consistent replication in the datacenter.  ...  Distributed in-memory datastores underpin cloud applications that run within a datacenter and demand high performance, strong consistency, and availability.  ...  In 19th USENIX Conference on File and Storage Technolo- gies (FAST 21), pages 277–292. USENIX Association, February 2021. ISBN 978-1-939133-20-5.  ... 
arXiv:2112.02405v1 fatcat:toi3wflouvbzngpdfzypw3l4li

Counterfactual Memorization in Neural Language Models [article]

Chiyuan Zhang, Daphne Ippolito, Katherine Lee, Matthew Jagielski, Florian Tramèr, Nicholas Carlini
2021 arXiv   pre-print
We further estimate the influence of each training example on the validation set and on generated texts, and show that this can provide direct evidence of the source of memorization at test time.  ...  As models continue to scale up in parameters, training data, and compute, understanding memorization in language models is both important from a learning-theoretical point of view, and is practically crucial  ...  Advances in Computational Mathematics, 25(1):161–193. Nasr, M., Song, S., Thakurta, A., Papernot, N., and Carlini, N. (2021).  ... 
arXiv:2112.12938v1 fatcat:72hizr3uajfyhjad7gssqjxsxi

Invalidation-based protocols for replicated datastores [article]

Antonis Katsarakis, University Of Edinburgh, Boris Grot, Vijayanand Nagarajan, Rik Sarkar
2021
Based on this insight, we draw inspiration from the multiprocessor for high-performance, strongly consistent replication in the datacenter.  ...  Distributed in-memory datastores underpin cloud applications that run within a datacenter and demand high performance, strong consistency, and availability.  ...  In 19th USENIX Conference on File and Storage Technologies (FAST 21), pages 277–292.  ... 
doi:10.7488/era/1639 fatcat:snjzrhkqqnc7dpsfe4gzaskhqa

Dagstuhl Reports, Volume 11, Issue 6, July 2021, Complete Issue [article]

2021
Dagstuhl Reports, Volume 11, Issue 6, June 2021, Complete Issue  ...  We reviewed the most important results from the seminal paper on the parametrized complexity of 1-planarity by Bannister, Cabello and Eppstein [1].  ...  On behalf of all participants, the organizers want to express their deep gratitude to the entire Dagstuhl staff for their outstanding support and service accompanying this seminar.  ... 
doi:10.4230/dagrep.11.6 fatcat:4ojdxh5mknhx5op4bxxc7ypgna

Mechanisms for Provable Integrity Protection in Decentralized Systems

Ethan Cecchetti
2021
In 3rd USENIX Symposium on Operating Systems Design and Implementa- tion (OSDI ’99), February 1999.  ...  In 19th International Conference on the Theory and Applications of Cryptographic Techniques (EuroCrypt ’00), May 2000. doi: 10.1007/3-540-45539-6_31. [24] BouncyCastle 1.55.  ... 
doi:10.7298/5cc3-zh54 fatcat:h3ql6jrnovdwrl44kwhaxkeh4m