Architecture 2.0 Workshop: How Machine Learning Will Redefine Computer Architecture and Systems
Benchmarks, Competitions, Datasets, Leaderboards, Machine Learning, ML4Sys, MLSys
Tuning the Symphony of Heterogeneous Memory Systems
Think Twice Before… Using Machine Learning to Manage Cloud Resources
How many times have you tried setting up a virtual machine, container pods or serveless functions in the cloud and wondered how many resources (cores, memory etc.) to configure? In practice, users request more resources than actually end up using. This is a known...
A Call for Participation in The 2023-2024 Computer Architecture Long-term Mentorship Program
Program Overview The Computer Architecture Long-term Mentorship Program (CALM) was launched by some committee members from Computer Architecture Student Association (CASA) in 2021. The program aims to help junior researchers establish and maintain a long-term...Our SIGARCH Executive Committee Journey 2019-2023
Serverless: It’s Cool, It’s Hot, and It’s Open for Research
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...Remembering Luiz Barroso
Fifth Annual Undergraduate Mentoring Workshop (uArch 2023)
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...
Embodied Carbon (EC) is a Poor Architectural Metric, Round 2
Formalism of DNN Accelerator Flexibility
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...Subscribe
