An experimental study of reduced-voltage operation in modern FPGAs for neural network acceleration

B Salami, EB Onural, IE Yuksel, F Koc… - 2020 50th Annual …, 2020 - ieeexplore.ieee.org
We empirically evaluate an undervolting technique, ie, underscaling the circuit supply
voltage below the nominal level, to improve the power-efficiency of Convolutional Neural …

Silent data corruptions: Microarchitectural perspectives

G Papadimitriou, D Gizopoulos - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Today more than ever before, academia, manufacturers, and hyperscalers acknowledge the
major challenge of silent data corruptions (SDCs) and aim on solutions to minimize its …

Impact of voltage scaling on soft errors susceptibility of multicore server cpus

D Agiakatsikas, G Papadimitriou, V Karakostas… - Proceedings of the 56th …, 2023 - dl.acm.org
Microprocessor power consumption and dependability are both crucial challenges that
designers have to cope with due to shrinking feature sizes and increasing transistor counts …

Ghostminion: A strictness-ordered cache system for spectre mitigation

S Ainsworth - MICRO-54: 54th Annual IEEE/ACM International …, 2021 - dl.acm.org
Out-of-order speculation, a technique ubiquitous since the early 1990s, remains a
fundamental security flaw. Via attacks such as Spectre and Meltdown, an attacker can trick a …

Virtual machine consolidation in cloud computing systems: Challenges and future trends

R Zolfaghari, AM Rahmani - Wireless Personal Communications, 2020 - Springer
Abstract Cloud Computing Systems (CCSs) provides a computing capability through the
Internet. It enables organizations or individuals to have a computing power without …

SYnergy: Fine-grained Energy-Efficient Heterogeneous Computing for Scalable Energy Saving

K Fan, M D'Antonio, L Carpentieri, B Cosenza… - Proceedings of the …, 2023 - dl.acm.org
Energy-efficient computing uses power management techniques such as frequency scaling
to save energy. Implementing energy-efficient techniques on large-scale computing systems …

CuttleSys: Data-driven resource management for interactive services on reconfigurable multicores

N Kulkarni, G Gonzalez-Pumariega… - 2020 53rd Annual …, 2020 - ieeexplore.ieee.org
Multi-tenancy for latency-critical applications leads to resource interference and
unpredictable performance. Core reconfiguration opens up more opportunities for …

Exceeding conservative limits: A consolidated analysis on modern hardware margins

G Papadimitriou, A Chatzidimitriou… - … on Device and …, 2020 - ieeexplore.ieee.org
Modern large-scale computing systems (data centers, supercomputers, cloud and edge
setups and high-end cyber-physical systems) employ heterogeneous architectures that …

Reducing energy consumption using heterogeneous voltage frequency scaling of data-parallel applications for multicore systems

P Bratek, L Szustak, R Wyrzykowski, T Olas - Journal of Parallel and …, 2023 - Elsevier
This paper investigates the exploitation of heterogeneous DVFS (dynamic voltage frequency
scaling) control for improving the energy efficiency of data-parallel applications on ccNUMA …

Understanding power consumption and reliability of high-bandwidth memory with voltage underscaling

SSN Larimi, B Salami, OS Unsal… - … , Automation & Test …, 2021 - ieeexplore.ieee.org
Modern computing devices employ High-Bandwidth Memory (HBM) to meet their memory
bandwidth requirements. An HBM-enabled device consists of multiple DRAM layers stacked …