Ayse K. Coskun

Orcid: 0000-0002-6554-088X

Affiliations:
  • Boston University, USA


According to our database1, Ayse K. Coskun authored at least 157 papers between 2006 and 2024.

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Bibliography

2024
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning.
IEEE Trans. Parallel Distributed Syst., April, 2024

Data center and load aggregator coordination towards electricity demand response.
Sustain. Comput. Informatics Syst., 2024

An Online Probabilistic Distributed Tracing System.
CoRR, 2024

A New Dataflow Implementation to Improve Energy Efficiency of Monolithic 3D Systolic Arrays.
CoRR, 2024

LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks.
Proceedings of the IEEE Symposium on Security and Privacy, 2024

Enhanced Detection of Thermal Covert Channel Attacks in Multicore Processors.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Data Center Demand Response for Sustainable Computing: Myth or Opportunity?
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023
TREAD-M3D: Temperature-Aware DNN Accelerators for Monolithic 3-D Mobile Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Can Large Language Models Identify And Reason About Security Vulnerabilities? Not Yet.
CoRR, 2023

An End-to-End HPC Framework for Dynamic Power Objectives.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems.
Proceedings of the International Conference for High Performance Computing, 2023

Processing-in-Memory Using Optically-Addressed Phase Change Memory.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Enabling Privacy-preserving Multidimensional Network Telemetry with Autoencoders.
Proceedings of the IEEE International Conference on Cloud Engineering, 2023

Poster Paper: Efficient Navigation of Cloud Performance with 'nuffTrace.
Proceedings of the IEEE International Conference on Cloud Engineering, 2023

MicroFaaS on OpenFaaS: An Embedded Platform for Running Cloud Functions.
Proceedings of the IEEE International Conference on Cloud Engineering, 2023

Temperature-Aware Sizing of Multi-Chip Module Accelerators for Multi-DNN Workloads.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022
High Bandwidth Thermal Covert Channel in 3-D-Integrated Multicore Processors.
IEEE Trans. Very Large Scale Integr. Syst., 2022

HPC Data Center Participation in Demand Response: An Adaptive Policy With QoS Assurance.
IEEE Trans. Sustain. Comput., 2022

Praxi: Cloud Software Discovery That Learns From Practice.
IEEE Trans. Cloud Comput., 2022

PACT: An Extensible Parallel Thermal Simulator for Emerging Integration and Cooling Technologies.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Architecting Optically Controlled Phase Change Memory.
ACM Trans. Archit. Code Optim., 2022

VAIF: Variance-driven Automated Instrumentation Framework.
ACM SIGOPS Oper. Syst. Rev., 2022

Temperature-Aware Monolithic 3D DNN Accelerators for Biomedical Applications.
CoRR, 2022

Site-Wide HPC Data Center Demand Response.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Guiding Hardware-Driven Turbo with Application Performance Awareness.
Proceedings of the 13th IEEE International Green and Sustainable Computing Conference, 2022

MicroFaaS: Energy-efficient Serverless on Bare-metal Single-board Computers.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems.
Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021
ECOGreen: Electricity Cost Optimization for Green Datacenters in Emerging Power Markets.
IEEE Trans. Sustain. Comput., 2021

Monolithic 3D Integrated Circuits: Recent Trends and Future Prospects.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

PROWAVES: Proactive Runtime Wavelength Selection for Energy-Efficient Photonic NoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems.
Proceedings of the High Performance Computing - 36th International Conference, 2021

Tritium: A Cross-layer Analytics System for Enhancing Microservice Rollouts in the Cloud.
Proceedings of the WOC '21: Proceedings of the Seventh International Workshop on Container Technologies and Container Clouds, 2021

Introducing Application Awareness Into a Unified Power Management Stack.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems.
Proceedings of the Euro-Par 2021: Parallel Processing, 2021

A Data Center Demand Response Policy for Real-World Workload Scenarios in HPC.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Automating instrumentation choices for performance problems in distributed applications with VAIF.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Iter8: Online Experimentation in the Cloud.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Temperature-Aware Optimization of Monolithic 3D Deep Neural Network Accelerators.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020
LoCool: Fighting Hot Spots Locally for Improving System Energy Efficiency.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Cross-Layer Co-Optimization of Network Design and Chiplet Placement in 2.5-D Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Counterfactual Explanations for Machine Learning on Multivariate Time Series Data.
CoRR, 2020

ConfEx: A Framework for Automating Text-based Software Configuration Analysis in the Cloud.
CoRR, 2020

Coordinated Demand Response By Data Centers Using Inverse Optimization.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

ACE: Just-in-time Serverless Software Component Discovery Through Approximate Concrete Execution.
Proceedings of the WoSC@Middleware 2020: Proceedings of the 2020 Sixth International Workshop on Serverless Computing, 2020

Version Detection for Software Discovery in the Cloud.
Proceedings of the Middleware '20 Demos and Posters: Proceedings of the 21st International Middleware Conference Demos and Posters, 2020

Bandwidth Allocation in Silicon-Photonic Networks Using Application Instrumentation.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

JACKPOT: Online Experimentation of Cloud Microservices.
Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

A Learning-Based Thermal Simulation Framework for Emerging Two-Phase Cooling Technologies.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

POPSTAR: a Robust Modular Optical NoC Architecture for Chiplet-based 3D Integrated Systems.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

System-level Evaluation of Chip-Scale Silicon Photonic Networks for Emerging Data-Intensive Applications.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Quantifying the impact of network congestion on application performance and network metrics.
Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019
Online Diagnosis of Performance Variation in HPC Systems Using Machine Learning.
IEEE Trans. Parallel Distributed Syst., 2019

EnergyQARE: QoS-Aware Data Center Participation in Smart Grid Regulation Service Reserve Provision.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Maestro: Autonomous QoS Management for Mobile Applications Under Thermal Constraints.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

CAPE: A cross-layer framework for accurate microprocessor power estimation.
Integr., 2019

Praxi: Cloud Software Discovery That Learns From Practice.
Proceedings of the 20th International Middleware Conference Demos and Posters, 2019

RANDR: Record and Replay for Android Applications via Targeted Runtime Instrumentation.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Modeling and Optimization of Chip Cooling with Two-Phase Vapor Chambers.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

HPAS: An HPC Performance Anomaly Suite for Reproducing Performance Variations.
Proceedings of the 48th International Conference on Parallel Processing, 2019

An Overview of Thermal Challenges and Opportunities for Monolithic 3D ICs.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Data Center Participation in Demand Response Programs with Quality-of-Service Guarantees.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Data Center Demand Response Pricing Using Inverse Optimization.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

WAVES: Wavelength Selection for Power-Efficient 2.5D-Integrated Photonic NoCs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Towards Practical Record and Replay for Mobile Applications.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018
Report on DATE 2018 in Dresden, Germany.
IEEE Des. Test, 2018

Proteus: Detecting Android Emulators from Instruction-Level Profiles.
Proceedings of the Research in Attacks, Intrusions, and Defenses, 2018

Towards a Cross-Layer Framework for Accurate Power Modeling of Microprocessor Designs.
Proceedings of the 28th International Symposium on Power and Timing Modeling, 2018

Design Optimization of 3D Multi-Processor System-on-Chip with Integrated Flow Cell Arrays.
Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Level-Spread: A New Job Allocation Policy for Dragonfly Networks.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

MOCA: Memory Object Classification and Allocation in Heterogeneous Memory Systems.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

A cross-layer methodology for design and optimization of networks in 2.5D systems.
Proceedings of the International Conference on Computer-Aided Design, 2018

Tangram: Colocating HPC Applications with Oversubscription.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Taxonomist: Application Detection Through Rich Monitoring Data.
Proceedings of the Euro-Par 2018: Parallel Processing, 2018

ConfEx: Towards Automating Software Configuration Analytics in the Cloud.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017
Scale & Cap: Scaling-Aware Resource Management for Consolidated Multi-threaded Applications.
ACM Trans. Design Autom. Electr. Syst., 2017

Adaptive Tuning of Photonic Devices in a Photonic NoC Through Dynamic Workload Allocation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Diagnosing Performance Variations in HPC Applications Using Machine Learning.
Proceedings of the High Performance Computing - 32nd International Conference, 2017

Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

User-profile-based analytics for detecting cloud security breaches.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Communication and cooling aware job allocation in data centers for communication-intensive workloads.
J. Parallel Distributed Comput., 2016

Automated system change discovery and management in the cloud.
IBM J. Res. Dev., 2016

Adapt&Cap: Coordinating System- and Application-Level Adaptation for Power-Constrained Systems.
IEEE Des. Test, 2016

QScale: thermally-efficient QoS management on heterogeneous mobile platforms.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016

Providing Sustainable Performance in Thermally Constrained Mobile Devices.
Proceedings of the 14th ACM/IEEE Symposium on Embedded Systems for Real-Time Multimedia, 2016

Cross-layer floorplan optimization for silicon photonic NoCs in many-core systems.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

DeltaSherlock: Identifying changes in the cloud.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Leakage-Aware Cooling Management for Improving Server Energy Efficiency.
IEEE Trans. Parallel Distributed Syst., 2015

Simulation and optimization of HPC job allocation for jointly reducing communication and cooling costs.
Sustain. Comput. Informatics Syst., 2015

Dynamic Cache Pooling in 3D Multicore Processors.
ACM J. Emerg. Technol. Comput. Syst., 2015

On the Impacts of Greedy Thermal Management in Mobile Devices.
IEEE Embed. Syst. Lett., 2015

Adaptive sprinting: How to get the most out of Phase Change based passive cooling.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015

PaCMap: Topology Mapping of Unstructured Communication Patterns onto Non-contiguous Allocations.
Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

Just Enough is More: Achieving Sustainable Performance in Mobile Devices under Thermal Limitations.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Dynamic workload and cooling management in high-efficiency data centers.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Optimizing energy storage participation in emerging power markets.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Data center optimal regulation service reserve provision with explicit modeling of quality of service dynamics.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Message Passing-Aware Power Management on Many-Core Systems.
J. Low Power Electron., 2014

Sharing and placement of on-chip laser sources in silicon-photonic NoCs.
Proceedings of the Eighth IEEE/ACM International Symposium on Networks-on-Chip, 2014

CoolBudget: Data center power budgeting with workload and cooling asymmetry awareness.
Proceedings of the 32nd IEEE International Conference on Computer Design, 2014

Modeling and analysis of Phase Change Materials for efficient thermal management.
Proceedings of the 32nd IEEE International Conference on Computer Design, 2014

An investigation of Unified Memory Access performance in CUDA.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Reducing the data center electricity costs through participation in smart grid programs.
Proceedings of the International Green Computing Conference, 2014

Thermal management of manycore systems with silicon-photonic networks.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Detecting and identifying system changes in the cloud via discovery by example.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

The data center as a grid load stabilizer.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

2013
Thermal Management in Many Core Systems.
Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

GreenCool: An Energy-Efficient Liquid Cooling Design Technique for 3-D MPSoCs Via Channel Width Modulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Energy Management in Wireless Mobile Systems Using Dynamic Task Assignment.
J. Low Power Electron., 2013

Dynamic cache pooling for improving energy efficiency in 3D stacked multicore processors.
Proceedings of the 21st IEEE/IFIP International Conference on VLSI and System-on-Chip, 2013

Accelerometer-based hand gesture recognition using feature weighted naïve bayesian classifiers and dynamic time warping.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

vCap: Adaptive power capping for virtualized servers.
Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

Adaptive Power and Resource Management Techniques for Multi-threaded Workloads.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Dynamic server power capping for enabling data center participation in power markets.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

Optimizing communication and cooling costs in HPC data centers via intelligent job allocation.
Proceedings of the International Green Computing Conference, 2013

Energy-efficient server consolidation for multi-threaded applications in the cloud.
Proceedings of the International Green Computing Conference, 2013

3D-MMC: a modular 3D multi-core architecture with efficient resource pooling.
Proceedings of the Design, Automation and Test in Europe, 2013

Leakage and temperature aware server control for improving energy efficiency in data centers.
Proceedings of the Design, Automation and Test in Europe, 2013

Real-time power control of data centers for providing Regulation Service.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Introduction to the special section on adaptive power management for energy and temperature-aware computing systems.
ACM Trans. Design Autom. Electr. Syst., 2012

Adaptive Power Capping for Servers with Multithreaded Workloads.
IEEE Micro, 2012

Topology-aware reliability optimization for multiprocessor systems.
Proceedings of the 20th IEEE/IFIP International Conference on VLSI and System-on-Chip, 2012

SST + gem5 = a scalable simulation infrastructure for high performance computing.
Proceedings of the International ICST Conference on Simulation Tools and Techniques, 2012

Temperature-aware computing: Achievements and remaining challenges.
Proceedings of the 2012 International Green Computing Conference, 2012

Analysis and runtime management of 3D systems with stacked DRAM for boosting energy efficiency.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Reducing the energy cost of computing through efficient co-scheduling of parallel workloads.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Optimizing energy efficiency of 3-D multicore systems with stacked DRAM under power and thermal constraints.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

2011
Energy-Efficient Multiobjective Thermal Control for Liquid-Cooled 3-D Stacked Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Attaining Single-Chip, High-Performance Computing through 3D Systems with Active Cooling.
IEEE Micro, 2011

Pack & Cap: adaptive DVFS and thread packing under power caps.
Proceedings of the 44rd Annual IEEE/ACM International Symposium on Microarchitecture, 2011

Thermal analysis and active cooling management for 3D MPSoCs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Identifying the optimal energy-efficient operating points of parallel workloads.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

Express Virtual Channels with Taps (EVC-T): A Flow Control Technique for Network-on-Chip (NoC) in Manycore Systems.
Proceedings of the IEEE 19th Annual Symposium on High Performance Interconnects, 2011

Exploring performance, power, and temperature characteristics of 3D systems with on-chip DRAM.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

Software optimization for performance, energy, and thermal distribution: Initial case studies.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

Run-time energy management of manycore systems through reconfigurable interconnects.
Proceedings of the 21st ACM Great Lakes Symposium on VLSI 2010, 2011

2010
Fuzzy control for enforcing energy efficiency in high-performance 3D systems.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

Energy-efficient variable-flow liquid cooling in 3D stacked architectures.
Proceedings of the Design, Automation and Test in Europe, 2010

DynAHeal: Dynamic energy efficient task assignment for wireless healthcare systems.
Proceedings of the Design, Automation and Test in Europe, 2010

Hybrid dynamic energy and thermal management in heterogeneous embedded multiprocessor SoCs.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009
Efficient thermal management for multiprocessor systems.
PhD thesis, 2009

Utilizing Predictors for Efficient Thermal Management in Multiprocessor SoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures.
Proceedings of the VLSI-SoC: Technologies for Systems Integration, 2009

Evaluating the impact of job scheduling and power management on processor lifetime for chip multiprocessors.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

Temperature- and Cost-Aware Design of 3D Multiprocessor Architectures.
Proceedings of the 12th Euromicro Conference on Digital System Design, 2009

Dynamic thermal management in 3D multicore architectures.
Proceedings of the Design, Automation and Test in Europe, 2009

2008
Static and Dynamic Temperature-Aware Scheduling for Multiprocessor SoCs.
IEEE Trans. Very Large Scale Integr. Syst., 2008

Proactive temperature management in MPSoCs.
Proceedings of the 2008 International Symposium on Low Power Electronics and Design, 2008

Proactive temperature balancing for low cost thermal management in MPSoCs.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

Temperature management in multiprocessor SoCs using online learning.
Proceedings of the 45th Design Automation Conference, 2008

Temperature-aware MPSoC scheduling for reducing hot spots and gradients.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

2007
Transient fault prediction based on anomalies in processor events.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

Temperature aware task scheduling in MPSoCs.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

2006
Analysis and Optimization of MPSoC Reliability.
J. Low Power Electron., 2006

A simulation methodology for reliability analysis in multi-core SoCs.
Proceedings of the 16th ACM Great Lakes Symposium on VLSI 2006, Philadelphia, PA, USA, April 30, 2006


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