by David Patterson on Jun 15, 2023 | Tags: Conference, conference design, Conferences, ISCA, people of systems and architecture, retrospective
I was recently talking to my UC Berkeley colleague Sophia Shao about the 50th International Symposium on Computer Architecture (ISCA) on June 17, and we discussed which papers are highly cited. The conversation inspired me to try to find the 50 most cited papers from...
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by Vijay Janapa Reddi and Amir Yazdanbakhsh on Jun 14, 2023 | Tags: Benchmarks, Competitions, Datasets, Leaderboards, Machine Learning, ML4Sys, MLSys
Machine learning driven computer architecture tools and methods have the potential to drastically shape the future of computer architecture. The question is: how can we lay the foundation to effectively usher in this era? In this post, we delve into the transformative...
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by Neeraja Yadwadkar on Jun 9, 2023 | Tags: datacenter, Datacenters, deep learning, deep neural networks, Machine Learning, Systems
Implications of Machine Learning (ML), be the training or inference serving, have steered systems and architecture research accordingly. A significant amount of work is happening in the Systems for ML space ranging from building efficient systems for data...
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by Caroline Trippel on Jun 6, 2023 | Tags: formal methods, logic, model checking, Programming Languages
Acknowledgements: This blogpost discusses joint work between the author and Matthias Cosler, Christopher Hahn, Daniel Mendoza, and Frederik Schmitt. Introduction A rigorous formalization of desired system requirements is indispensable when performing any verification...
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by Hyeran Jeon, Dong Li, Jie Ren on May 31, 2023 | Tags: Architecture, Conference, CXL, Heterogeneous and Composable Memory, hpca, Memory
Introduction Memory systems are evolving into heterogeneous and composable architectures. Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging...
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by Jung Ho Ahn on May 23, 2023 | Tags: CKKS, Emerging Application, Homomorphic Encryption, Privacy-preserving Computing, Private AI
In addition to the commencement of public releases by companies participating in DARPA’s Data Protection in Virtual Environments (DPRIVE) program, such as TREBUCHET, BASALISC, and HERACLES, there has been significant progress in the field of FHE (Fully...
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by Natalie Enright Jerger on May 16, 2023 | Tags: ASPLOS, Conferences, Review, Reviewing
For 2023, ASPLOS embarked on a new multi-deadline review model. Multiple deadlines are meant to encourage authors to submit their papers when ready, to facilitate the selection of some papers for revision and to distribute the reviewer workload better. In this post,...
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by Jakub Szefer on Mar 1, 2023 | Tags: Cryptography, Post Quantum Cryptography, Quantum Computing, Security
Introduction Quantum computer architecture security research is a new and active research field. As the new year and semester is under way, this article looks back at the recent quantum computer architecture security papers published or posted online in the prior year...
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by Mengjia Yan on Jan 27, 2023 | This blog post summarizes my recent keynote talk at the 2022 IEEE International Symposium on Secure and Private Execution Environment Design (SEED). The talk shares some of my humble opinions about the current microarchitecture security research landscape and points...
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by Dan Manjarres on Jan 12, 2023 | Tags: Benchmarks, experiments, Methodology, Networking
Networking performance is critical to distributed applications, and there are always efforts underway to improve the performance of datacenter network communication stacks. These efforts take a variety of approaches. For example, they may result in either new hardware...
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