Shaolei Ren
Orcid: 0000-0001-9003-4324
According to our database1,
Shaolei Ren
authored at least 179 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Proc. ACM Meas. Anal. Comput. Syst., 2024
Scheduled Knowledge Acquisition on Lightweight Vector Symbolic Architectures for Brain-Computer Interfaces.
CoRR, 2024
MicroVSA: An Ultra-Lightweight Vector Symbolic Architecture-based Classifier Library for Always-On Inference on Tiny Microcontrollers.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024
2023
Automated Customization of On-Device Inference for Quality-of-Experience Enhancement.
IEEE Trans. Computers, May, 2023
CoRR, 2023
NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation.
CoRR, 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models.
CoRR, 2023
MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Achieving Certified Robustness for Brain-Inspired Low-Dimensional Computing Classifiers.
Proceedings of the IEEE INFOCOM 2023, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Proc. ACM Meas. Anal. Comput. Syst., 2022
IEEE Internet Things J., 2022
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators.
CoRR, 2022
CoRR, 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
HDLock: exploiting privileged encoding to protect hyperdimensional computing models against IP stealing.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2021
Deep Reinforcement Learning for Joint Datacenter and HVAC Load Control in Distributed Mixed-Use Buildings.
IEEE Trans. Sustain. Comput., 2021
Proc. ACM Meas. Anal. Comput. Syst., 2021
CoRR, 2021
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Heat Behind the Meter: A Hidden Threat of Thermal Attacks in Edge Colocation Data Centers.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021
Proceedings of the IEEE Conference on Communications and Network Security, 2021
Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Veh. Technol., 2020
Traffic-Aware and Energy-Efficient vNF Placement for Service Chaining: Joint Sampling and Matching Approach.
IEEE Trans. Serv. Comput., 2020
Clock Auction Inspired Privacy Preserving Emergency Demand Response in Colocation Data Centers.
IEEE Trans. Dependable Secur. Comput., 2020
IEEE Trans. Cloud Comput., 2020
IEEE Trans. Cloud Comput., 2020
Your Noise, My Signal: Exploiting Switching Noise for Stealthy Data Exfiltration from Desktop Computers.
Proc. ACM Meas. Anal. Comput. Syst., 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
On the Vulnerability of Hyperdimensional Computing-Based Classifiers to Adversarial Attacks.
Proceedings of the Network and System Security - 14th International Conference, 2020
Proceedings of the Network and System Security - 14th International Conference, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020
Proceedings of the 38th IEEE International Conference on Computer Design, 2020
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020
2019
IEEE Trans. Smart Grid, 2019
A market-oriented incentive mechanism for emergency demand response in colocation data centers.
Sustain. Comput. Informatics Syst., 2019
A Provably-Efficient Online Algorithm for Re-Utilizing Unused VM Resources for Edge Providers.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
2018
IEEE Trans. Wirel. Commun., 2018
IEEE Trans. Wirel. Commun., 2018
Extending Demand Response to Tenants in Cloud Data Centers via Non-Intrusive Workload Flexibility Pricing.
IEEE Trans. Smart Grid, 2018
Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings.
IEEE Trans. Smart Grid, 2018
M-Oscillating: Performance Maximization on Temperature-Constrained Multi-Core Processors.
IEEE Trans. Parallel Distributed Syst., 2018
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018
Exploiting Spatio-Temporal Diversity for Water Saving in Geo-Distributed Data Centers.
IEEE Trans. Cloud Comput., 2018
SIGMETRICS Perform. Evaluation Rev., 2018
Why Some Like It Loud: Timing Power Attacks in Multi-tenant Data Centers Using an Acoustic Side Channel.
Proc. ACM Meas. Anal. Comput. Syst., 2018
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
A Spot Capacity Market to Increase Power Infrastructure Utilization in Multi-tenant Data Centers.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018
2017
Workload Consolidation for Cloud Data Centers with Guaranteed QoS Using Request Reneging.
IEEE Trans. Parallel Distributed Syst., 2017
Harmonicity-Aware Task Partitioning for Fixed Priority Scheduling of Probabilistic Real-Time Tasks on Multi-Core Platforms.
ACM Trans. Embed. Comput. Syst., 2017
Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing.
IEEE Trans. Cogn. Commun. Netw., 2017
IEEE Trans. Cloud Comput., 2017
SIGMETRICS Perform. Evaluation Rev., 2017
IEEE Internet Comput., 2017
TailCut: Power Reduction under Quality and Latency Constraints in Distributed Search Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Privacy preserving clock auction for emergency demand response in colocation data centers.
Proceedings of the IEEE International Conference on Communications, 2017
Proceedings of the Eighth International Green and Sustainable Computing Conference, 2017
A Thermal-Balanced Variable-Sized-Bin-Packing Approach for Energy Efficient Multi-Core Real-Time Scheduling.
Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017
2016
IEEE Trans. Smart Grid, 2016
IEEE Trans. Serv. Comput., 2016
A Truthful Incentive Mechanism for Emergency Demand Response in Geo-Distributed Colocation Data Centers.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016
Reward-to-Reduce: An Incentive Mechanism for Economic Demand Response of Colocation Datacenters.
IEEE J. Sel. Areas Commun., 2016
Colocation Demand Response: Joint Online Mechanisms for Individual Utility and Social Welfare Maximization.
IEEE J. Sel. Areas Commun., 2016
Future Gener. Comput. Syst., 2016
Adv. Comput., 2016
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016
Incentive-aligned mechanism for emergency demand response in multi-tenant mixed-use buildings.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Proceedings of the 45th International Conference on Parallel Processing, 2016
Performance Maximization via Frequency Oscillation on Temperature Constrained Multi-core Processors.
Proceedings of the 45th International Conference on Parallel Processing, 2016
Coordinated power reduction in multi-tenant colocation datacenter: An emergency demand response study.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016
Minimizing electricity cost for geo-distributed interactive services with tail latency constraint.
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016
Online Learning for Offloading and Autoscaling in Renewable-Powered Mobile Edge Computing.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
An online incentive mechanism for emergency demand response in geo-distributed colocation data centers.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016
2015
Proceedings of the Handbook on Data Centers, 2015
Operation Analysis of Fast Charging Stations With Energy Demand Control of Electric Vehicles.
IEEE Trans. Smart Grid, 2015
Sustain. Comput. Informatics Syst., 2015
SIGMETRICS Perform. Evaluation Rev., 2015
SIGMETRICS Perform. Evaluation Rev., 2015
Enhanced fixed-priority real-time scheduling on multi-core platforms by exploiting task period relationship.
J. Syst. Softw., 2015
IEEE J. Sel. Areas Commun., 2015
Joint Pricing and Load Balancing for Cognitive Spectrum Access: Non-Cooperation Versus Cooperation.
IEEE J. Sel. Areas Commun., 2015
Incentive Mechanisms for Economic and Emergency Demand Responses of Colocation Datacenters.
IEEE J. Sel. Areas Commun., 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 23rd IEEE International Symposium on Modeling, 2015
Fair rewarding in colocation data centers: Truthful mechanism for emergency demand response.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015
A truthful incentive mechanism for emergency demand response in colocation data centers.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015
Proceedings of the 33rd IEEE International Conference on Computer Design, 2015
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015
Multi-core fixed-priority scheduling of real-time tasks with statistical deadline guarantee.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
2014
IEEE Trans. Signal Process., 2014
IEEE Trans. Mob. Comput., 2014
IEEE Trans. Cloud Comput., 2014
SIGMETRICS Perform. Evaluation Rev., 2014
Energy efficient fault-tolerant earliest deadline first scheduling for hard real-time systems.
Real Time Syst., 2014
A Theoretical Foundation for Scheduling and Designing Heterogeneous Processors for Interactive Applications.
Proceedings of the Distributed Computing - 28th International Symposium, 2014
Scheduling time-sensitive multi-tier services with probabilistic performance guarantee.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014
Energy-Efficient Flow Scheduling and Routing with Hard Deadlines in Data Center Networks.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014
Proceedings of the 11th International Conference on Autonomic Computing, 2014
Exploiting Temporal Diversity of Water Efficiency to Make Data Center Less "Thirsty".
Proceedings of the 11th International Conference on Autonomic Computing, 2014
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014
GreenColo: A novel incentive mechanism for minimizing carbon footprint in colocation data center.
Proceedings of the International Green Computing Conference, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Demand Response of Data Centers: A Real-time Pricing Game Between Utilities in Smart Grid.
Proceedings of the 9th International Workshop on Feedback Computing, 2014
2013
IEEE/ACM Trans. Netw., 2013
Efficient Resource Provisioning and Rate Selection for Stream Mining in a Community Cloud.
IEEE Trans. Multim., 2013
Online capacity provisioning for carbon-neutral data center with demand-responsive electricity prices.
SIGMETRICS Perform. Evaluation Rev., 2013
Bidirectional Energy Trading and Residential Load Scheduling with Electric Vehicles in the Smart Grid.
IEEE J. Sel. Areas Commun., 2013
COCA: online distributed resource management for cost minimization and carbon neutrality in data centers.
Proceedings of the International Conference for High Performance Computing, 2013
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Tiered billing scheme for residential load scheduling with bidirectional energy trading.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the 42nd International Conference on Parallel Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 10th International Conference on Autonomic Computing, 2013
Proceedings of the International Green Computing Conference, 2013
Proceedings of the 8th International Workshop on Feedback Computing, 2013
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
IEEE Trans. Signal Process., 2012
Proceedings of the 23rd IEEE International Symposium on Personal, 2012
Maximizing profit on user-generated content platforms with heterogeneous participants.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Provably-Efficient Job Scheduling for Energy and Fairness in Geographically Distributed Data Centers.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012
Proceedings of the Game Theory for Networks, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
IEEE Trans. Signal Process., 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the Global Communications Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
IEEE Trans. Wirel. Commun., 2010
IEEE Trans. Commun., 2010
Proceedings of the 2010 Workshop on the Economics of Networks, Systems, and Computation, 2010
Proceedings of IEEE International Conference on Communications, 2010
Proceedings of the Global Communications Conference, 2010
2009
Maximizing the effective capacity for wireless cooperative relay networks with QoS guarantees.
IEEE Trans. Commun., 2009
Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, 2009
Proceedings of IEEE International Conference on Communications, 2009
2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008