Konstantinos Kanellopoulos
PhD Student @ SAFARI Research Group - ETH Zurich
konkanello [AT] gmail.com
Bio
My research lies in the intersection of hardware, software and operating systems with a focus on high performance, security and programmability. I am particularly interested in the design of the memory and storage management subsystem, both at the hardware and software level. I also recently started exploring the security implications of emerging computing paradigms, such as processing-in-memory. I feel very fortunate to have worked with a great group of collaborators and many of our works has been published in top-tier conferences such as MICRO, ISCA and HPCA. Our work has been recognized with a Best Paper Award at MICRO 2022, HiPEAC 2023, ISCA 2024, and a Distinguished Artifact Award at MICRO 2023.
I'm a PhD candidate at ETH Zurich, advised by Prof. Onur Mutlu at the SAFARI Research Group. Before joining ETH, I got my 5-year diploma (integrated Master's) at the National Technical University of Athens (NTUA) in Greece where I conducted my thesis with Prof. Georgios Goumas and Prof. Nectarios Koziris. I also spent some time as a visiting student at the Huawei Research Center in Zurich, working with Dr. Davide Basilio Bartolini.
News
- July 2024: Our paper "Constable: Improving Performance and Power Efficiency by Safely Eliminating Load Instruction Execution" by Rahul Bera et al. received the Best Paper Award at ISCA 2024. Congrats to Rahul and co-authors!
- November 2023: Our paper "Victima: Drastically Increasing Address Translation Reach by Leveraging Underutilized Cache Resources" by Konstantinos Kanellopoulos et al. received the Distinguished Artifact Award at MICRO 2023. Congrats team! Take a look at the paper and the source code.
- October 2022: Our paper "Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction" by Rahul Bera et al. received the Best Paper Award at MICRO 2022. Many congrats to Rahul and co-authors! Take a look at the paper.
Publications
Most recent publications on Google Scholar.
* indicates equal contribution.
Virtuoso: An Open-Source, Comprehensive and Modular Simulation Framework for Virtual Memory Research
Konstantinos Kanellopoulos, Konstantinos Sgouras, Onur Mutlu
MICRO Student Research Competition 2023
Victima: Drastically Increasing Address Translation Reach by Leveraging Underutilized Cache Resources
Konstantinos Kanellopoulos, Hong Chul Nam, F. Nisa Bostanci, Rahul Bera, Mohammad Sadrosadati, Rakesh Kumar, Davide Basilio Bartolini, Onur Mutlu
MICRO 2023
Utopia: Fast and Efficient Address Translation via Hybrid Restrictive & Flexible Virtual-to-Physical Address Mappings
Konstantinos Kanellopoulos, Rahul Bera, Kosta Stojiljkovic, F. Nisa Bostanci, Can Firtina, Rachata Ausavarungnirun, Rakesh Kumar, Nastaran Hajinazar, Mohammad Sadrosadati, Nandita Vijaykumar, Onur Mutlu
MICRO 2023
CoMeT: Count-Min-Sketch-based Row Tracking to Mitigate RowHammer at Low Cost
F. Nisa Bostanci, Ismail Emir Yuksel, Ataberk Olgun, Konstantinos Kanellopoulos , Yahya Can Tugrul, Abdullah Giray Yaglikçi, Mohammad Sadrosadati, Onur Mutlu
HPCA 2023
Amplifying Main Memory-Based Timing Covert and Side Channels using Processing-in-Memory Operations
Konstantinos Kanellopoulos*, F. Nisa Bostanci*, Ataberk Olgun, Abdullah Giray Yaglikçi, Ismail Emir Yuksel, Nika Mansouri-Ghiasi, Zülal Bingöl, Mohammad Sadrosadati, Onur Mutlu
arXiv preprint
MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer Optimizations
Nandita Vijaykumar, Ataberk Olgun, Konstantinos Kanellopoulos, F. Nisa Bostanci, Hasan Hassan, Mehrshad Lotfi, Phillip B. Gibbons, Onur Mutlu
ACM Transactions on Architecture and Code Optimization (TACO). 2022.
SeGraM: a universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping
Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
ISCA 2022
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Rahul Bera, Konstantinos Kanellopoulos, Shankar Balachandran, David Novo, Ataberk Olgun, Mohammad Sadrosadati, Onur Mutlu
MICRO 2022
BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows
Abdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa, Hasan Hassan, Jisung Park, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu
HPCA 2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler
MICRO 2021
Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning
Rahul Bera, Konstantinos Kanellopoulos, Anant Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu
MICRO 2021
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
MICRO 2019
Address Scaling: Architectural Support for Fine-Grained Thread-Safe Metadata Management
Deepanjali Mishra, Konstantinos Kanellopoulos, Ashish Panwar, Akshitha Sriraman, Vivek Seshadri, Onur Mutlu, Todd C. Mowry
Computer Architecture Letters. 2023.
Virtuoso: An Open-Source, Comprehensive and Modular Simulation Framework for Virtual Memory Research
Konstantinos Kanellopoulos, Konstantinos Sgouras, Onur Mutlu
MICRO Student Research Competition 2023
Victima: Drastically Increasing Address Translation Reach by Leveraging Underutilized Cache Resources
Konstantinos Kanellopoulos, Hong Chul Nam, F. Nisa Bostanci, Rahul Bera, Mohammad Sadrosadati, Rakesh Kumar, Davide Basilio Bartolini, Onur Mutlu
MICRO 2023
Utopia: Fast and Efficient Address Translation via Hybrid Restrictive & Flexible Virtual-to-Physical Address Mappings
Konstantinos Kanellopoulos, Rahul Bera, Kosta Stojiljkovic, F. Nisa Bostanci, Can Firtina, Rachata Ausavarungnirun, Rakesh Kumar, Nastaran Hajinazar, Mohammad Sadrosadati, Nandita Vijaykumar, Onur Mutlu
MICRO 2023
CoMeT: Count-Min-Sketch-based Row Tracking to Mitigate RowHammer at Low Cost
F. Nisa Bostanci, Ismail Emir Yuksel, Ataberk Olgun, Konstantinos Kanellopoulos , Yahya Can Tugrul, Abdullah Giray Yaglikçi, Mohammad Sadrosadati, Onur Mutlu
HPCA 2023
Amplifying Main Memory-Based Timing Covert and Side Channels using Processing-in-Memory Operations
Konstantinos Kanellopoulos*, F. Nisa Bostanci*, Ataberk Olgun, Abdullah Giray Yaglikçi, Ismail Emir Yuksel, Nika Mansouri-Ghiasi, Zülal Bingöl, Mohammad Sadrosadati, Onur Mutlu
arXiv preprint
Leveraging Adversarial Detection to Enable Scalable and Low Overhead RowHammer Mitigations
Oguzhan Canpolat, Abdullah Giray Yaglikçi, Ataberk Olgun, Ismail Emir Yüksel, Yahya Can Tugrul, Konstantinos Kanellopoulos, Oguz Ergin, Onur Mutlu
https://arxiv.org/abs/2404.13477
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM
Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu
ACM Transactions on Architecture and Code Optimization (TACO). 2023.
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems
Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu
IEEE Transactions on Emerging Topics in Computing. 2023.
Evaluating Homomorphic Operations on a Real-World Processing-In-Memory System
Harshita Gupta, Mayank Kabra, Juan Gómez-Luna, Konstantinos Kanellopoulos, Onur Mutlu
IISWC 2023
MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer Optimizations
Nandita Vijaykumar, Ataberk Olgun, Konstantinos Kanellopoulos, F. Nisa Bostanci, Hasan Hassan, Mehrshad Lotfi, Phillip B. Gibbons, Onur Mutlu
ACM Transactions on Architecture and Code Optimization (TACO). 2022.
SeGraM: a universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping
Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
ISCA 2022
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Rahul Bera, Konstantinos Kanellopoulos, Shankar Balachandran, David Novo, Ataberk Olgun, Mohammad Sadrosadati, Onur Mutlu
MICRO 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators
Lois Orosa, Skanda Koppula, Yaman Umuroglu, Konstantinos Kanellopoulos, Juan Gómez-Luna, Michaela Blott, Kees A. Vissers, Onur Mutlu
CoRR abs/2202.02310 (2022)
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory
Nika Mansouri-Ghiasi, Mohammad Sadrosadati, Geraldo F. Oliveira, Konstantinos Kanellopoulos, Rachata Ausavarungnirun, Juan Gómez-Luna, Aditya Manglik, João Dinis Ferreira, Jeremie S. Kim, Christina Giannoula, Nandita Vijaykumar, Jisung Park, Onur Mutlu
CoRR abs/2210.08508 (2022)
BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows
Abdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa, Hasan Hassan, Jisung Park, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu
HPCA 2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler
MICRO 2021
Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning
Rahul Bera, Konstantinos Kanellopoulos, Anant Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu
MICRO 2021
The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework
Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo F. Oliveira, Jonathan Appavoo, Vivek Seshadri, Onur Mutlu
ISCA 2020
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM
Skanda Koppula, Lois Orosa, Abdullah Giray Yaglikçi, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu
MICRO 2019
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
MICRO 2019
Vitæ
Full Resume in PDF.
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ETH Zurich - D-ITET Sep 2020 – PresentPhD Student
Working under the supervision of Prof. Onur Mutlu on hardware-software-OS co-operative techniques @ SAFARI Research Group -
Huawei Zurich Research Center Jan-Dec 2022Visiting Student
Working on EFCL-related projects -
Huawei Zurich Research Center Jan-Sept 2021Visiting Student
Working on EFCL-related projects -
ETH Zurich - D-INFK 2018-2020Research Internship
Working under the supervision of Prof. Onur Mutlu and Prof. Nandita Vijaykumar @ SAFARI Research Group -
National Technical University of Athens 2012 - 2017Integrated Master's Degree
School of Electrical and Computer Engineering