Towards an evolved immersive experience: Exploring 5G-and beyond-enabled ultra-low-latency communications for augmented and virtual reality

A Hazarika, M Rahmati - Sensors, 2023 - mdpi.com
Augmented reality and virtual reality technologies are witnessing an evolutionary change in
the 5G and Beyond (5GB) network due to their promising ability to enable an immersive and …

CEDR: A compiler-integrated, extensible DSSoC runtime

J Mack, S Hassan, N Kumbhare… - ACM Transactions on …, 2023 - dl.acm.org
In this work, we present a C ompiler-integrated, E xtensible D omain Specific System on
Chip R untime (CEDR) ecosystem to facilitate research toward addressing the challenges of …

Domain-specific architectures: Research problems and promising approaches

A Krishnakumar, U Ogras, R Marculescu… - ACM Transactions on …, 2023 - dl.acm.org
Process technology-driven performance and energy efficiency improvements have slowed
down as we approach physical design limits. General-purpose manycore architectures …

Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures

J Mack, A Krishnakumar, U Ogras… - ACM Transactions on …, 2024 - dl.acm.org
As the landscape of computing advances, system designers are increasingly exploring
methodologies that leverage higher levels of heterogeneity to enhance performance within …

Deep Reinforcement Learning-Based Continuous Workflows Scheduling in Heterogeneous Environments

Z Wang, W Zhan, H Duan, G Min… - IEEE Internet of Things …, 2025 - ieeexplore.ieee.org
Workflow scheduling plays a critical role in optimizing completion time and throughput in
distributed cloud environments, leveraging the parallelism of heterogeneous computing …

Genetic Algorithm with Repair Method for Deadline-Constrained IoT Workflow Scheduling in Fog-Cloud Computing

A Saeed, G Chen, H Ma, Q Fu - 2024 IEEE 17th International …, 2024 - ieeexplore.ieee.org
Effectively scheduling the execution of deadline-constrained IoT workflows in Fog-Cloud
computing is an im-portant practical problem. The execution of IoT workflows must be …

Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems

AHG Ruiz, AAS Pineda, JAC Rocha, SI Martínez… - Expert Systems with …, 2024 - Elsevier
Supercomputing power is one of the fundamental pillars of the digital society, which
depends on the accurate scheduling of parallel applications in High-Performance …

Deep reinforcement learning for system-on-chip: Myths and realities

TT Sung, B Ryu - IEEE Access, 2022 - ieeexplore.ieee.org
Neural schedulers based on deep reinforcement learning (DRL) have shown considerable
potential for solving real-world resource allocation problems, as they have demonstrated …

Distributed Coherent Mesh Beamforming (DisCoBeaM) for Robust Wireless Communications

J Holtom, O Ma, A Herschfelt, I Lenz… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We implement and experimentally demonstrate a distributed, phase-coherent, mesh relay
network that executes spatiotemporal beamforming on a communications signal. Each …

[PDF][PDF] Domain-specific architectures (DSAs): Research problems and promising approaches

A Krishnakumar, UY Ogras, R Marculescu… - ACM Trans. Embed …, 2022 - academia.edu
Authors' addresses: Anish Krishnakumar, anish. n. krishnakumar@ wisc. edu; Umit Y. Ogras,
uogras@ wisc. edu, University of Wisconsin-Madison, USA; Radu Marculescu, radum …