by Boris Grot and Dmitrii Ustiugov on Oct 5, 2023 | Tags: Cloud computing, Serverless
Serverless 101 Serverless computing has emerged as a pivotal development and deployment paradigm for cloud computing. According to a recent analyst report, over 50% of companies that use cloud services have adopted serverless computing. Usage of serverless...
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by Partha Ranganathan on Sep 25, 2023 | It is with a heavy heart that I pass on the news that our colleague and friend, Luiz André Barroso is no longer with us. Luiz passed away unexpectedly on September 16th, 2023. He was 59. Luiz was an eminent computer scientist, and a giant in the computer architecture...
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by Divya Mahajan on Sep 7, 2023 | Tags: Conference, Mentoring, uarch, Workshop
The 5th annual Undergraduate Architecture Mentoring (uArch) Workshop was co-located with the International Symposium of Computer Architecture (ISCA) 2023, hosted in Orlando, Florida. As with the previous year, uArch was conducted in a hybrid format, combining...
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by Andrew Chien on Aug 30, 2023 | First, what is an architectural metric? A quantitative measure that can be used to inform computer architecture choices to compare choices such as organization, mechanisms, and implementation [ABB64,HP94]. The best metrics would be applied to measure specific...
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by hyoukjun kwon on Aug 28, 2023 | Tags: acceleration, AI, dataflow, efficiency, ML, Specialization
The Benefit vs Curse of Specialization The pervasiveness of deep neural network (DNN) accelerators and cambrian explosion in AI accelerator chip designs is testament to the value of specialization. The datapaths in these accelerators are tailored to the operators and...
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by Mohamed Zahran and Valentina Salapura on Aug 8, 2023 | Tags: Conference, conference design, ISCA
In 2019, we knew that we will be the general co-chairs of ISCA in two years. That is ISCA 2021, with ISCA 2020 to be held in Valencia, Spain. Of course, nobody could have expected the turning of the events. Covid hit and ISCA 2020 became online. So, the decision has...
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by Daniel S. Berger, David Brooks, Fiodar Kazhamiaka, Mark D. Hill, Ricardo Bianchini, Carole-Jean Wu, Karin Strauss, Kali Frost, Jaylen Wang, Kevin Martins, Sharon Gillett, Esha Choukse, Dan Ernst, Rodrigo Fonseca, Kari Lio, Bhargavi Narayanasetty, Pratyush Patel, Celine Irvene, Akshitha Sriraman, George Porter, Alex Jones, Udit Gupta, Bilge Acun-Uyan, Kim Hazelwood, and Doug Carmean on Aug 3, 2023 | Tags: Accelerators, amd, apple, Architecture, Carbon emissions, Cloud computing, Datacenters, embodied carbon, intel, Measurements, nvidia, operational carbon, qualcomm, Sustainability, tsmc
A recent post raises awareness of the challenges of reducing operational carbon, while also controversially challenging the importance of embodied carbon. We rebut the arguments raised against using embodied carbon as a design metric and conclude by advocating for more research on reducing embodied carbon.
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by Andrew A. Chien on Jul 24, 2023 | Tags: Accelerators, amd, apple, Cloud computing, Datacenters, embodied carbon, intel, nvidia, operational carbon, qualcomm, Sustainability, tsmc
I. Embodied Carbon Recently, embodied carbon, defined as the Scope 3 GHG emissions that arise from the manufacturing processes that lead to computing electronics, has become popular as an architectural metric for sustainability. If you are considering it or using it,...
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by Sudhanva Gurumurthi, Vilas Sridharan, and Sankar Gurumurthy on Jul 17, 2023 | Tags: Architecture, Debugging, fault tolerance, faults
Overview Reliability is essential for computing. However, as technology nodes have scaled, there have been several fundamental physical challenges to overcome to provide the abstraction of reliability. One such challenge has been the emergence of marginal...
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by José Martínez on Jul 3, 2023 | Tags: 25, ISCA, retrospective
Dear members of the SIGARCH and TCCA communities, In 1998, in commemoration of the 25th anniversary of ISCA, Guri Sohi put together a volume of selected papers and author retrospectives from 1973 through 1995 (ISCA-1 through ISCA-22) with help from several program...
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