Srinivasa
Kanduru
University Teacher, 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
Concurrent Application Bias Scheduling for Energy Efficiency of Heterogeneous Multi-Core platforms (2022)
IEEE Transactions on Computers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks (2022)
ACM Transactions in Embedded Computing Systems
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks (2022)
International Symposium on Quality Electronic Design, International symposium on quality electronic design proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
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))
Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness (2021)
International Conference on Artificial Intelligence Circuits and Systems
(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))
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
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
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))