Andreas Karatzas

20 papers A* 1A 3C 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers.
ISVLSI
Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos, Andreas Karatzas, Spyros Tragoudas, Iraklis Anagnostopoulos
2025 J jnl
A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers.
CoRR
Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos, Andreas Karatzas, Spyros Tragoudas, Iraklis Anagnostopoulos
2025 J jnl
Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices.
IEEE Trans. Emerg. Top. Comput.
Andreas Karatzas, Iraklis Anagnostopoulos
2025 J jnl
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices.
CoRR
Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2025 J jnl
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers.
CoRR
Varatheepan Paramanayakam, Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos
2025 J jnl
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers.
IEEE Trans. Computers
Varatheepan Paramanayakam, Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos
2025 A conf
Less is More: Optimizing Function Calling for LLM Execution on Edge Devices.
DATE
Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2025 J jnl
Multi-Agent Geospatial Copilots for Remote Sensing Workflows.
CoRR
Chaehong Lee, Varatheepan Paramanayakam, Andreas Karatzas, Yanan Jian, Michael Fore, Heming Liao, Fuxun Yu, Ruopu Li, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2025 A conf
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices.
DATE
Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos
2024 J jnl
An LLM-Tool Compiler for Fused Parallel Function Calling.
CoRR
Simranjit Singh, Andreas Karatzas, Michael Fore, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2024 J jnl
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization.
IEEE Trans. Emerg. Top. Comput.
Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel
2024 J jnl
LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching.
CoRR
Simranjit Singh, Michael Fore, Andreas Karatzas, Chaehong Lee, Yanan Jian, Longfei Shangguan, Fuxun Yu, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2024 J jnl
Less is More: Optimizing Function Calling for LLM Execution on Edge Devices.
CoRR
Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis
2024 A conf
MapFormer: Attention-based multi-DNN manager for throughout & power co-optimization on embedded devices.
ICCAD
Andreas Karatzas, Iraklis Anagnostopoulos
2024 J jnl
Pythia: An Edge-First Agent for State Prediction in High-Dimensional Environments.
IEEE Embed. Syst. Lett.
Andreas Karatzas, Iraklis Anagnostopoulos
2024 J jnl
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices.
CoRR
Andreas Karatzas, Dimitrios Stamoulis, Iraklis Anagnostopoulos
2023 J jnl
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization.
CoRR
Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel
2023 A* conf
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload.
DAC
Andreas Karatzas, Iraklis Anagnostopoulos
2023 J jnl
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload.
CoRR
Andreas Karatzas, Iraklis Anagnostopoulos
2022 C conf
On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN Agent.
IDEAL
Andreas Karatzas, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Konstantinos Oikonomou, Spyros Sioutas