Srinivasa
Kanduru
Senior Researcher, Health Technology
PhD (Tech)
Areas of expertise
Heterogeneous Multi-core and Many-core Systems
On-chip Run-time Resource Management
Power/Performance/Thermal Modeling and Analysis
On-chip Run-time Resource Management
Power/Performance/Thermal Modeling and Analysis
Biography
https://users.utu.fi/spakan/
Research
System software for resource efficient edge computingMachine learning for on-chip resource managementPast: Adaptive resource efficient computing, run-time approximation, dynamic power/performance management.
Publications
UBAR: User- and Battery-aware Resource Management for Smartphones (2021)
ACM Transactions in Embedded Computing Systems
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Energy-Performance Co-Management of Mixed-Sensitivity Workloads on Heterogeneous Multi-core Systems (2021)
Asia and South Pacific Design Automation Conference, Proceedings of the Asia and South Pacific Design Automation Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Approximate Feature Extraction for Low Power Epileptic Seizure Prediction in Wearable Devices (2021)
IEEE Nordic Circuits and Systems Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness (2021)
International Conference on Artificial Intelligence Circuits and Systems
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
User-centric Resource Management for Embedded Multi-core Processors (2020)
International Conference On VLSI Design, VLSI Design
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
On-Chip Dynamic Resource Management (2019)
Foundations and Trends in Electronic Design Automation
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming Objectives to Goals (2019)
Design, Automation & Test in Europe Conference & Exhibition, Proceedings : Design, Automation, and Test in Europe Conference and Exhibition
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Goal Formulation: Abstracting Dynamic Objectives for Efficient On-chip Resource Allocation (2018)
Nordic Circuits and Systems Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
adBoost: Thermal Aware Performance Boosting through Dark Silicon Patterning (2018)
IEEE Transactions on Computers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Approximation-Aware Coordinated Power/Performance Management of Heterogeneous Multi-cores (2018)
Annual Design Automation Conference
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))