CoPPer: Soft Real-time Application Performance Using Hardware Power Capping [doi]
Connor Imes, Huazhe Zhang, Kevin Zhao, and Henry Hoffmann
IEEE International Conference on Autonomic Computing (ICAC) 2019
Technical Report: TR-2018-03
CoPPer projects: github.com/powercap/
Proteus: Language and Runtime Support for Self-Adaptive Software Development [doi, Computer]
Saeid Barati, Ferenc A. Bartha, Swarnendu Biswas, Robert Cartwright, Adam Duracz, Donald Fussell, Henry Hoffmann, Connor Imes, Jason Miller, Nikita Mishra, Arvind, Dung Nguyen, Krishna V. Palem, Yan Pei, Keshav Pingali, Ryuichi Sai, Andrew Wright, Yao-Hsiang Yang, Sizhuo Zhang
IEEE Software, vol. 36, no. 2, pp. 73-82, March-April 2019
Energy-efficient Application Resource Scheduling using Machine Learning Classifiers [doi, ACM]
Connor Imes, Steven Hofmeyr, and Henry Hoffmann
International Conference on Parallel Processing (ICPP) 2018
Data: github.com/connorimes/ee-classification-data/
Controlling AI Engines in Dynamic Environments [pdf]
Nikita Mishra, Connor Imes, John Lafferty, and Henry Hoffmann
SysML Conference 2018
CALOREE: Learning Control for Predictable Latency and Low Energy [doi, ACM]
Nikita Mishra, Connor Imes, John Lafferty, and Henry Hoffmann
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2018
Technical Report: TR-2016-10
Poster: Energy Efficiency in HPC with Machine Learning and Control Theory
Connor Imes, Steven Hofmeyr, and Henry Hoffmann
SuperComputing (SC) 2017
A Portable Interface for Runtime Energy Monitoring [doi, ACM]
Connor Imes, Lars Bergstrom, and Henry Hoffmann
International Symposium on the Foundations of Software Engineering (FSE) 2016
Extended Analysis: TR-2016-08
EnergyMon projects: github.com/energymon/
Portable Multicore Resource Management for Applications with Performance Constraints [doi]
Connor Imes, David H. K. Kim, Martina Maggio, and Henry Hoffmann
International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2016
Bard: A Unified Framework for Managing Soft Timing and Power Constraints [doi, pdf]
Connor Imes and Henry Hoffmann
International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS) 2016
Poster at DAC 2016.
Racing and Pacing to Idle: Multicore Energy Optimization Under Performance Constraints [doi, pdf]
David H. K. Kim, Connor Imes, and Henry Hoffmann
Cyber-Physical Systems, Networks, and Applications (CPSNA) 2015
I presented this work at CPSNA 2015.
POET: A Portable Approach to Minimizing Energy Under Soft Real-time Constraints [doi]
Connor Imes, David H. K. Kim, Martina Maggio, and Henry Hoffmann
Real-Time and Embedded Technology and Applications Symposium (RTAS) 2015
You can find POET here.
Minimizing Energy Under Performance Constraints on Embedded Platforms: Resource Allocation Heuristics for Homogeneous and Single-ISA Heterogeneous Multi-Cores [doi, pdf, ACM]
Connor Imes and Henry Hoffmann
Embedded Operating Systems Workshop (EWiLi) 2014 [SIGBED Review, December 2014]
