Christina Giannoula

58 papers A* 2A 3C 2Journal 35Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System.
CoRR
Marzieh Barkhordar, Alireza Tabatabaeian, Mohammad Sadrosadati, Christina Giannoula, Juan Gómez-Luna, Izzat El Hajj, Onur Mutlu, Alaa R. Alameldeen
2025 J jnl
A Tensor Compiler for Processing-In-Memory Architectures.
CoRR
Peiming Yang, Sankeerth Durvasula, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko, Christina Giannoula
2025 — conf
ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System.
IISWC
Marzieh Barkhordar, Alireza Tabatabaeian, Mohammad Sadrosadati, Christina Giannoula, Juan Gómez-Luna, Izzat El Hajj, Onur Mutlu, Alaa R. Alameldeen
2025 — conf
ARC: Warp-level Adaptive Atomic Reduction in GPUs to Accelerate Differentiable Rendering.
ASPLOS (1)
Sankeerth Durvasula, Adrian Zhao, Fan Chen, Ruofan Liang, Pawan Kumar Sanjaya, Yushi Guan, Christina Giannoula, Nandita Vijaykumar
2025 J jnl
Accelerating Sparse Convolutions in Voxel-Based Point Cloud Networks.
CoRR
Dionysios Adamopoulos, Anastasia Poulopoulou, Georgios I. Goumas, Christina Giannoula
2025 J jnl
DPWatch: A Framework for Hardware-Based Differential Privacy Guarantees.
IEEE Comput. Archit. Lett.
Pawan Kumar Sanjaya, Christina Giannoula, Ian Colbert, Ihab Amer, Mehdi Saeedi, Gabor Sines, Nandita Vijaykumar
2025 A conf
Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization.
EuroSys
Zhanda Zhu, Christina Giannoula, Muralidhar Andoorveedu, Qidong Su, Karttikeya Mangalam, Bojian Zheng, Gennady Pekhimenko
2025 J jnl
Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization.
CoRR
Zhanda Zhu, Christina Giannoula, Muralidhar Andoorveedu, Qidong Su, Karttikeya Mangalam, Bojian Zheng, Gennady Pekhimenko
2025 — conf
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System.
ASPLOS (2)
Yintao He, Haiyu Mao, Christina Giannoula, Mohammad Sadrosadati, Juan Gómez-Luna, Huawei Li, Xiaowei Li, Ying Wang, Onur Mutlu
2025 J jnl
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System.
CoRR
Yintao He, Haiyu Mao, Christina Giannoula, Mohammad Sadrosadati, Juan Gómez-Luna, Huawei Li, Xiaowei Li, Ying Wang, Onur Mutlu
2025 — conf
PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures.
SIGMETRICS (Abstracts)
Christina Giannoula, Peiming Yang, Ivan Fernandez, Jiacheng Yang, Sankeerth Durvasula, Yu Xin Li, Mohammad Sadrosadati, Juan Gómez-Luna, Onur Mutlu, Gennady Pekhimenko
2025 — conf
Seesaw: High-throughput LLM Inference via Model Re-sharding.
MLSys
Qidong Su, Wei Zhao, Xin Li, Muralidhar Andoorveedu, Chenhao Jiang, Zhanda Zhu, Kevin Song, Christina Giannoula, Gennady Pekhimenko
2025 J jnl
Seesaw: High-throughput LLM Inference via Model Re-sharding.
CoRR
Qidong Su, Wei Zhao, Xin Li, Muralidhar Andoorveedu, Chenhao Jiang, Zhanda Zhu, Kevin Song, Christina Giannoula, Gennady Pekhimenko
2025 J jnl
Sparse Computations in Deep Learning Inference.
CoRR
Ioanna Tasou, Panagiotis Mpakos, Angelos Vlachos, Dionysios Adamopoulos, Georgios Giannakopoulos, Konstantinos Katsikopoulos, Ioannis Karaparisis, Maria Lazou, Spyridon Loukovitis, Areti Mei, Anastasia Poulopoulou, Angeliki Dimitriou, Giorgos Filandrianos, Dimitrios Galanopoulos, Vasileios Karampinis, Ilias Mitsouras, Nikolaos Spanos, Petros Anastasiadis, Ioannis Doudalis, Konstantinos Nikas, George Retsinas, Paraskevi K. Tzouveli, Christina Giannoula, Nectarios Koziris, Nikela Papadopoulou, Giorgos Stamou, Athanasios Voulodimos, Georgios I. Goumas
2024 J jnl
Accelerating Graph Neural Networks on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Peiming Yang, Ivan Fernandez Vega, Jiacheng Yang, Yu Xin Li, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko
2024 — conf
Atalanta: A Bit is Worth a "Thousand" Tensor Values.
ASPLOS (2)
Alberto Delmas Lascorz, Mostafa Mahmoud, Ali Hadi Zadeh, Milos Nikolic, Kareem Ibrahim, Christina Giannoula, Ameer Abdelhadi, Andreas Moshovos
2024 J jnl
Evaluating the Effectiveness of Microarchitectural Hardware Fault Detection for Application-Specific Requirements.
CoRR
Konstantinos-Nikolaos Papadopoulos, Christina Giannoula, Nikolaos-Charalampos Papadopoulos, Nektarios Koziris, Jose M. G. Merayo, Dionisios N. Pnevmatikatos
2024 — conf
Every Bit Matters: A Hardware/Software Approach for Enabling More Powerful Machine Learning Models.
IEEECONF
Enrique Torres-Sánchez, Milos Nikolic, Kareem Ibrahim, Alberto Delmas Lascorz, Ali Hadi Zadeh, Jiahui Wang, Ameer Abdelhadi, Mostafa Mahmoud, Christina Giannoula, Andreas Moshovos
2024 — conf
Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models.
IISWC
Cheng Chen, Christina Giannoula, Andreas Moshovos
2024 J jnl
Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models.
CoRR
Cheng Chen, Christina Giannoula, Andreas Moshovos
2024 J jnl
MATSA: An MRAM-Based Energy-Efficient Accelerator for Time Series Analysis.
IEEE Access
Ivan Fernandez, Christina Giannoula, Aditya Manglik, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2024 — conf
Marple: Scalable Spike Sorting for Untethered Brain-Machine Interfacing.
ASPLOS (2)
Eugene Sha, Andy Wei Liu, Kareem Ibrahim, Mostafa Mahmoud, Christina Giannoula, Ameer Abdelhadi, Andreas Moshovos
2024 A conf
Minuet: Accelerating 3D Sparse Convolutions on GPUs.
EuroSys
Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko
2024 J jnl
Minuet: Accelerating 3D Sparse Convolutions on GPUs.
CoRR
Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko
2024 J jnl
Proceedings of 3rd Workshop on Heterogeneous Composable and Disaggregated Systems.
CoRR
Christian Pinto, Dong Li, Thaleia Dimitra Doudali, Christina Giannoula, Jie Ren
2024 — conf
Proteus: Preserving Model Confidentiality during Graph Optimizations.
MLSys
Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
2024 J jnl
Proteus: Preserving Model Confidentiality during Graph Optimizations.
CoRR
Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
2024 J jnl
PyGim : An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures.
Proc. ACM Meas. Anal. Comput. Syst.
Christina Giannoula, Peiming Yang, Ivan Fernandez, Jiacheng Yang, Sankeerth Durvasula, Yu Xin Li, Mohammad Sadrosadati, Juan Gómez-Luna, Onur Mutlu, Gennady Pekhimenko
2024 J jnl
SmartPQ: An Adaptive Concurrent Priority Queue for NUMA Architectures.
CoRR
Christina Giannoula, Foteini Strati, Dimitrios Siakavaras, Georgios I. Goumas, Nectarios Koziris
2024 A conf
Sylva: Sparse Embedded Adapters via Hierarchical Approximate Second-Order Information.
ICS
Baorun Mu, Christina Giannoula, Shang Wang, Gennady Pekhimenko
2023 J jnl
Architectural Support for Efficient Data Movement in Disaggregated Systems.
CoRR
Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar
2023 — conf
Architectural Support for Efficient Data Movement in Fully Disaggregated Systems.
SIGMETRICS (Abstracts)
Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar
2023 J jnl
DaeMon: Architectural Support for Efficient Data Movement in Disaggregated Systems.
CoRR
Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar
2023 J jnl
DaeMon: Architectural Support for Efficient Data Movement in Fully Disaggregated Systems.
Proc. ACM Meas. Anal. Comput. Syst.
Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar
2023 J jnl
High-performance and balanced parallel graph coloring on multicore platforms.
J. Supercomput.
Christina Giannoula, Athanasios Peppas, Georgios I. Goumas, Nectarios Koziris
2023 J jnl
The Synergy of Speculative Decoding and Batching in Serving Large Language Models.
CoRR
Qidong Su, Christina Giannoula, Gennady Pekhimenko
2022 J jnl
Accelerating Irregular Applications via Efficient Synchronization and Data Access Techniques.
CoRR
Christina Giannoula
2022 J jnl
Accelerating Time Series Analysis via Processing using Non-Volatile Memories.
CoRR
Ivan Fernandez, Aditya Manglik, Christina Giannoula, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 J jnl
Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System.
IEEE Access
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2022 — conf
Exploiting Near-Data Processing to Accelerate Time Series Analysis.
ISVLSI
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 J jnl
Exploiting Near-Data Processing to Accelerate Time Series Analysis.
CoRR
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 J jnl
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory.
CoRR
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
2022 — conf
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
ISVLSI
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
Proc. ACM Meas. Anal. Comput. Syst.
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 — conf
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
SIGMETRICS (Abstracts)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2021 — conf
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware.
IGSC (Workshops)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware.
CoRR
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture.
CoRR
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 A* conf
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures.
HPCA
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2021 J jnl
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures.
CoRR
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2020 C conf
NATSA: A Near-Data Processing Accelerator for Time Series Analysis.
ICCD
Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu
2020 J jnl
NATSA: A Near-Data Processing Accelerator for Time Series Analysis.
CoRR
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2019 — conf
An adaptive concurrent priority queue for NUMA architectures.
CF
Foteini Strati, Christina Giannoula, Dimitrios Siakavaras, Georgios I. Goumas, Nectarios Koziris
2019 A* conf
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations.
MICRO
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2019 J jnl
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations.
CoRR
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2018 C conf
Combining HTM with RCU to Speed Up Graph Coloring on Multicore Platforms.
ISC
Christina Giannoula, Georgios I. Goumas, Nectarios Koziris