39 citations · 66 across the 13 of their papers we have counts for
3 papers · 1 filter
Canoe : A System for Collaborative Learning for Neural Nets
Harshit Daga, Yiwen Chen, Aastha Agrawal +1
For highly distributed environments such as edge computing, collaborative learning approaches eschew the dependence on a global, shared model, in favor of models tailored for each…
Compiler-Guided Throughput Scheduling for Many-core Machines
Girish Mururu, Sharjeel Khan, Bodhisatwa Chatterjee +4
Typical schedulers in multi-tenancy environments make use of reactive, feedback-oriented mechanisms based on performance counters to avoid resource contention but suffer from detec…
Tuning the Frequency of Periodic Data Movements over Hybrid Memory Systems
Thaleia Dimitra Doudali, Daniel Zahka, Ada Gavrilovska
Emerging hybrid memory systems that comprise technologies such as Intel's Optane DC Persistent Memory, exhibit disparities in the access speeds and capacity ratios of their heterog…