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ORCIDIraklis Anagnostopoulos
Publications
- 2025
[j25]Varatheepan Paramanayakam
, Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos:
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers. IEEE Trans. Computers 74(11): 3925-3937 (2025)- [j24]Andreas Karatzas, Iraklis Anagnostopoulos:
Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices. IEEE Trans. Emerg. Top. Comput. 13(2): 409-422 (2025) - [c53]Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos:
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices. DATE 2025: 1-7 - [c51]Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
Less is More: Optimizing Function Calling for LLM Execution on Edge Devices. DATE 2025: 1-7 - [c47]Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos, Andreas Karatzas, Spyros Tragoudas, Iraklis Anagnostopoulos:
A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers. ISVLSI 2025: 1-6 - [i18]Chaehong Lee, Varatheepan Paramanayakam, Andreas Karatzas, Yanan Jian, Michael Fore, Heming Liao, Fuxun Yu, Ruopu Li, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
Multi-Agent Geospatial Copilots for Remote Sensing Workflows. CoRR abs/2501.16254 (2025) - [i16]Varatheepan Paramanayakam, Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos:
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers. CoRR abs/2503.04148 (2025) - [i14]Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices. CoRR abs/2504.20348 (2025) - [i12]Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos, Andreas Karatzas, Spyros Tragoudas, Iraklis Anagnostopoulos:
A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers. CoRR abs/2506.01712 (2025) - 2024
- [j23]Andreas Karatzas, Iraklis Anagnostopoulos:
Pythia: An Edge-First Agent for State Prediction in High-Dimensional Environments. IEEE Embed. Syst. Lett. 16(4): 473-476 (2024) - [j22]Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel:
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. IEEE Trans. Emerg. Top. Comput. 12(4): 1079-1092 (2024) - [c45]Andreas Karatzas, Iraklis Anagnostopoulos:
MapFormer: Attention-based multi-DNN manager for throughout & power co-optimization on embedded devices. ICCAD 2024: 108:1-108:9 - [i11]Simranjit Singh, Andreas Karatzas, Michael Fore, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
An LLM-Tool Compiler for Fused Parallel Function Calling. CoRR abs/2405.17438 (2024) - [i10]Simranjit Singh, Michael Fore, Andreas Karatzas, Chaehong Lee, Yanan Jian, Longfei Shangguan, Fuxun Yu, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching. CoRR abs/2406.06799 (2024) - [i9]Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis:
Less is More: Optimizing Function Calling for LLM Execution on Edge Devices. CoRR abs/2411.15399 (2024) - [i8]Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos:
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices. CoRR abs/2411.17867 (2024) - 2023
- [c43]Andreas Karatzas, Iraklis Anagnostopoulos:
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload. DAC 2023: 1-6 - [i6]Andreas Karatzas, Iraklis Anagnostopoulos:
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload. CoRR abs/2307.03290 (2023) - [i5]Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel:
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. CoRR abs/2312.15322 (2023)
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