| 2026 | DATE | SCARLET: A Scalable OPCM-Based Accelerator for Transformer Inference with Tiled Crossbars. | Sina Karimi, Guowei Yang, Carlos A. Ros Ocampo, Ajay Joshi, Ayse K. Coskun |
| 2026 | EuroPar | Privacy-Preserving Data Center Demand Response Using Multi-party Computation. | Seyda Nur Gzelhan, Fatih Acun, Can Hankendi, Ayse K. Coskun, Ajay Joshi |
| 2026 | NSDI | PrvTel: Lightweight Models for Private and Accurate Telemetry Data Retention. | Yajie Zhou, Fuheng Zhao, Eric S. Wang, Ayse K. Coskun, Divyakant Agrawal, Amr El Abbadi, Zaoxing Liu |
| 2025 | DATE | Fast Machine Learning Based Prediction for Temperature Simulation Using Compact Models. | Mohammadamin Hajikhodaverdian, Sherief Reda, Ayse K. Coskun |
| 2025 | IC2E | Lessons Learned from Anomaly Detection in Chameleon Cloud. | S. M. Qasim, Can Hankendi, Michael Sherman, Kate Keahey, Gianluca Stringhini, Ayse K. Coskun |
| 2025 | JSSPP | Job Grouping Based Intelligent Resource Prediction Framework. | Beste Oztop, Benjamin Schwaller, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun |
| 2024 | DATE | Data Center Demand Response for Sustainable Computing: Myth or Opportunity? | Ayse K. Coskun, Fatih Acun, Quentin Clark, Can Hankendi, Daniel C. Wilson |
| 2024 | IC2E | Unleashing Performance Insights with Online Probabilistic Tracing. | M. Toslali, S. Qasim, S. Parthasarathy, F. A. Oliveira, H. Huang, Gianluca Stringhini, Z. Liu, Ayse K. Coskun |
| 2024 | IC2E | PraxiPaaS: A Decomposable Machine Learning System for Efficient Container Package Discovery. | Zongshun Zhang, Rohan Kumar, Jason Li, Lisa Korver, Anthony Byrne, Gianluca Stringhini, Ibrahim Matta, Ayse K. Coskun |
| 2024 | MICRO | SOPHIE: A Scalable Recurrent Ising Machine Using Optically Addressed Phase Change Memory. | Guowei Yang, Sina Karimi, Carlos A. Ros Ocampo, Ayse K. Coskun, Ajay Joshi |
| 2024 | SC | Analysis of Power Consumption and GPU Power Capping for MILC. | Fatih Acun, Zhengji Zhao, Brian Austin, Ayse K. Coskun, Nicholas J. Wright |
| 2024 | SP | LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks. | Saad Ullah, Mingji Han, Saurabh Pujar, Hammond Pearce, Ayse K. Coskun, Gianluca Stringhini |
| 2023 | DATE | Temperature-Aware Sizing of Multi-Chip Module Accelerators for Multi-DNN Workloads. | Prachi Shukla, Derrick Aguren, Tom Burd, Ayse K. Coskun, John Kalamatianos |
| 2023 | IC2E | MicroFaaS on OpenFaaS: An Embedded Platform for Running Cloud Functions. | Abin B. George, Anthony Byrne, Ayse K. Coskun |
| 2023 | IC2E | Poster Paper: Efficient Navigation of Cloud Performance with 'nuffTrace. | S. Qasim, Mert Toslali, Quentin Clark, Srinivasan Parthasarathy, Fbio Oliveira, A. Liu, Gianluca Stringhini, Ayse K. Coskun |
| 2023 | IC2E | Enabling Privacy-preserving Multidimensional Network Telemetry with Autoencoders. | Yajie Zhou, Jason Li, Gianluca Stringhini, Ayse K. Coskun, Zaoxing Liu |
| 2023 | ISLPED | Processing-in-Memory Using Optically-Addressed Phase Change Memory. | Guowei Yang, Cansu Demirkiran, Zeynep Ece Kizilates, Carlos A. Ros Ocampo, Ayse K. Coskun, Ajay Joshi |
| 2023 | SC | Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems. | Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun |
| 2023 | SC | An End-to-End HPC Framework for Dynamic Power Objectives. | Daniel C. Wilson, Fatih Acun, Siddhartha Jana, Federico Ardanaz, Jonathan M. Eastep, Ioannis Ch. Paschalidis, Ayse K. Coskun |
| 2022 | CLUSTER | ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems. | Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Ayse K. Coskun |
| 2022 | DATE | MicroFaaS: Energy-efficient Serverless on Bare-metal Single-board Computers. | Anthony Byrne, Yanni Pang, Allen Zou, Shripad Nadgowda, Ayse K. Coskun |
| 2021 | ASPDAC | Temperature-Aware Optimization of Monolithic 3D Deep Neural Network Accelerators. | Prachi Shukla, Sean S. Nemtzow, Vasilis F. Pavlidis, Emre Salman, Ayse K. Coskun |
| 2021 | CLOUD | Iter8: Online Experimentation in the Cloud. | Mert Toslali, Srinivasan Parthasarathy, Fbio Oliveira, Hai Huang, Ayse K. Coskun |
| 2021 | CLOUD | Automating instrumentation choices for performance problems in distributed applications with VAIF. | Mert Toslali, Emre Ates, Alex Ellis, Zhaoqi Zhang, Darby Huye, Lan Liu, Samantha Puterman, Ayse K. Coskun, Raja R. Sambasivan |
| 2021 | DATE | A Data Center Demand Response Policy for Real-World Workload Scenarios in HPC. | Yijia Zhang, Daniel C. Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun |
| 2021 | EuroPar | E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems. | Burak Aksar, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun |
| 2021 | Middleware | Tritium: A Cross-layer Analytics System for Enhancing Microservice Rollouts in the Cloud. | Sadie L. Allen, Mert Toslali, Srinivasan Parthasarathy, Fbio Oliveira, Ayse K. Coskun |
| 2020 | CLUSTER | Quantifying the impact of network congestion on application performance and network metrics. | Yijia Zhang, Taylor L. Groves, Brandon Cook, Nicholas J. Wright, Ayse K. Coskun |
| 2020 | DATE | System-level Evaluation of Chip-Scale Silicon Photonic Networks for Emerging Data-Intensive Applications. | Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ajay Joshi, Ayse K. Coskun |
| 2020 | DATE | POPSTAR: a Robust Modular Optical NoC Architecture for Chiplet-based 3D Integrated Systems. | Yvain Thonnart, Stphane Bernab, Jean Charbonnier, Christian Bernard, David Coriat, Csar Fuguet Tortolero, Pierre Tissier, Benot Charbonnier, Stphane Malhouitre, Damien Saint-Patrice, Myriam Assous, Aditya Narayan, Ayse K. Coskun, Denis Dutoit, Pascal Vivet |
| 2020 | DATE | A Learning-Based Thermal Simulation Framework for Emerging Two-Phase Cooling Technologies. | Zihao Yuan, Geoffrey Vaartstra, Prachi Shukla, Zhengmao Lu, Evelyn Wang, Sherief Reda, Ayse K. Coskun |
| 2020 | Middleware | Version Detection for Software Discovery in the Cloud. | Sadie L. Allen, Anthony Byrne, Ayse K. Coskun |
| 2020 | Middleware | ACE: Just-in-time Serverless Software Component Discovery Through Approximate Concrete Execution. | Anthony Byrne, Shripad Nadgowda, Ayse K. Coskun |
| 2019 | CLOUD | An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications. | Emre Ates, Lily Sturmann, Mert Toslali, Orran Krieger, Richard Megginson, Ayse K. Coskun, Raja R. Sambasivan |
| 2019 | DAC | Towards Practical Record and Replay for Mobile Applications. | Onur Sahin, Assel Aliyeva, Hariharan Mathavan, Ayse K. Coskun, Manuel Egele |
| 2019 | DATE | WAVES: Wavelength Selection for Power-Efficient 2.5D-Integrated Photonic NoCs. | Aditya Narayan, Yvain Thonnart, Pascal Vivet, Csar Fuguet Tortolero, Ayse K. Coskun |
| 2019 | ICPP | HPAS: An HPC Performance Anomaly Suite for Reproducing Performance Variations. | Emre Ates, Yijia Zhang, Burak Aksar, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun |
| 2019 | ISLPED | Modeling and Optimization of Chip Cooling with Two-Phase Vapor Chambers. | Zihao Yuan, Geoffrey Vaartstra, Prachi Shukla, Sherief Reda, Evelyn Wang, Ayse K. Coskun |
| 2019 | Middleware | Praxi: Cloud Software Discovery That Learns From Practice. | Anthony Byrne, Sadie L. Allen, Shripad Nadgowda, Ayse K. Coskun |
| 2018 | DSN | ConfEx: Towards Automating Software Configuration Analytics in the Cloud. | Ozan Tuncer, Nilton Bila, Sastry S. Duri, Canturk Isci, Ayse K. Coskun |
| 2018 | EuroPar | Taxonomist: Application Detection Through Rich Monitoring Data. | Emre Ates, Ozan Tuncer, Ata Turk, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun |
| 2018 | ICCAD | A cross-layer methodology for design and optimization of networks in 2.5D systems. | Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Vaishnav Srinivas |
| 2018 | ISLPED | Design Optimization of 3D Multi-Processor System-on-Chip with Integrated Flow Cell Arrays. | Artem Aleksandrovich Andreev, Fulya Kaplan, Marina Zapater, Ayse K. Coskun, David Atienza |
| 2018 | RAID | Proteus: Detecting Android Emulators from Instruction-Level Profiles. | Onur Sahin, Ayse K. Coskun, Manuel Egele |
| 2017 | CCGRID | Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks. | Fulya Kaplan, Ozan Tuncer, Vitus J. Leung, K. Scott Hemmert, Ayse K. Coskun |
| 2016 | DATE | Cross-layer floorplan optimization for silicon photonic NoCs in many-core systems. | Ayse K. Coskun, Anjun Gu, Warren Jin, Ajay Joshi, Andrew B. Kahng, Jonathan Klamkin, Yenai Ma, John Recchio, Vaishnav Srinivas, Tiansheng Zhang |
| 2016 | ICCAD | QScale: thermally-efficient QoS management on heterogeneous mobile platforms. | Onur Sahin, Ayse K. Coskun |
| 2015 | ICCAD | Just Enough is More: Achieving Sustainable Performance in Mobile Devices under Thermal Limitations. | Onur Sahin, Paul Thomas Varghese, Ayse K. Coskun |
| 2015 | ICS | PaCMap: Topology Mapping of Unstructured Communication Patterns onto Non-contiguous Allocations. | Ozan Tuncer, Vitus J. Leung, Ayse K. Coskun |
| 2015 | ISLPED | Adaptive sprinting: How to get the most out of Phase Change based passive cooling. | Fulya Kaplan, Ayse K. Coskun |
| 2014 | ASPDAC | The data center as a grid load stabilizer. | Hao Chen, Michael C. Caramanis, Ayse K. Coskun |
| 2014 | DATE | Thermal management of manycore systems with silicon-photonic networks. | Tiansheng Zhang, Jos L. Abelln, Ajay Joshi, Ayse K. Coskun |
| 2014 | ICCD | Modeling and analysis of Phase Change Materials for efficient thermal management. | Fulya Kaplan, Charlie De Vivero, Samuel Howes, Manish Arora, Houman Homayoun, Wayne P. Burleson, Dean M. Tullsen, Ayse K. Coskun |
| 2014 | ICCD | CoolBudget: Data center power budgeting with workload and cooling asymmetry awareness. | Ozan Tuncer, Kalyan Vaidyanathan, Kenny C. Gross, Ayse K. Coskun |
| 2013 | DATE | Leakage and temperature aware server control for improving energy efficiency in data centers. | Marina Zapater, Jos Luis Ayala, Jos Manuel Moya, Kalyan Vaidyanathan, Kenny C. Gross, Ayse K. Coskun |
| 2013 | DATE | 3D-MMC: a modular 3D multi-core architecture with efficient resource pooling. | Tiansheng Zhang, Alessandro Cevrero, Giulia Beanato, Panagiotis Athanasopoulos, Ayse K. Coskun, Yusuf Leblebici |
| 2013 | ICCAD | Dynamic server power capping for enabling data center participation in power markets. | Hao Chen, Can Hankendi, Michael C. Caramanis, Ayse K. Coskun |
| 2013 | ISLPED | vCap: Adaptive power capping for virtualized servers. | Can Hankendi, Sherief Reda, Ayse K. Coskun |
| 2013 | IUI | Accelerometer-based hand gesture recognition using feature weighted nave bayesian classifiers and dynamic time warping. | David Mace, Wei Gao, Ayse K. Coskun |
| 2012 | DAC | Optimizing energy efficiency of 3-D multicore systems with stacked DRAM under power and thermal constraints. | Jie Meng, Katsutoshi Kawakami, Ayse K. Coskun |
| 2012 | DATE | Reducing the energy cost of computing through efficient co-scheduling of parallel workloads. | Can Hankendi, Ayse K. Coskun |
| 2012 | DATE | Analysis and runtime management of 3D systems with stacked DRAM for boosting energy efficiency. | Jie Meng, Ayse K. Coskun |
| 2011 | HOTI | Express Virtual Channels with Taps (EVC-T): A Flow Control Technique for Network-on-Chip (NoC) in Manycore Systems. | Chao Chen, Jie Meng, Ayse K. Coskun, Ajay Joshi |
| 2011 | ICCAD | Identifying the optimal energy-efficient operating points of parallel workloads. | Ryan Cochran, Can Hankendi, Ayse K. Coskun, Sherief Reda |
| 2011 | ISCAS | Thermal analysis and active cooling management for 3D MPSoCs. | Mohamed M. Sabry, David Atienza, Ayse K. Coskun |
| 2011 | MICRO | Pack & Cap: adaptive DVFS and thread packing under power caps. | Ryan Cochran, Can Hankendi, Ayse K. Coskun, Sherief Reda |
| 2010 | DATE | DynAHeal: Dynamic energy efficient task assignment for wireless healthcare systems. | Priti Aghera, Dilip Krishnaswamy, Diana Fang, Ayse K. Coskun, Tajana Rosing |
| 2010 | DATE | Energy-efficient variable-flow liquid cooling in 3D stacked architectures. | Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler, Bruno Michel |
| 2010 | ICCAD | Fuzzy control for enforcing energy efficiency in high-performance 3D systems. | Mohamed M. Sabry, Ayse K. Coskun, David Atienza |
| 2009 | DATE | Dynamic thermal management in 3D multicore architectures. | Ayse K. Coskun, Jos L. Ayala, David Atienza, Tajana Simunic Rosing, Yusuf Leblebici |
| 2009 | DSD | Temperature- and Cost-Aware Design of 3D Multiprocessor Architectures. | Ayse K. Coskun, Andrew B. Kahng, Tajana Simunic Rosing |
| 2009 | SIGMETRICS | Evaluating the impact of job scheduling and power management on processor lifetime for chip multiprocessors. | Ayse K. Coskun, Richard D. Strong, Dean M. Tullsen, Tajana Simunic Rosing |
| 2007 | DATE | Transient fault prediction based on anomalies in processor events. | Satish Narayanasamy, Ayse K. Coskun, Brad Calder |