FireSim: FPGA-accelerated cycle-exact scale-out system simulation in the public cloud

S Karandikar, H Mao, D Kim, D Biancolin… - 2018 ACM/IEEE 45th …, 2018 - ieeexplore.ieee.org
We present FireSim, an open-source simulation platform that enables cycle-exact
microarchitectural simulation of large scale-out clusters by combining FPGA-accelerated …

Mega-kv: A case for gpus to maximize the throughput of in-memory key-value stores

K Zhang, K Wang, Y Yuan, L Guo, R Lee… - Proceedings of the VLDB …, 2015 - dl.acm.org
In-memory key-value stores play a critical role in data processing to provide high throughput
and low latency data accesses. In-memory key-value stores have several unique properties …

A survey on reconfigurable accelerators for cloud computing

C Kachris, D Soudris - 2016 26th International conference on …, 2016 - ieeexplore.ieee.org
Data centers are experiencing an exponential increase in the amount of network traffic that
they have to sustain due to cloud computing and several emerging web applications. To …

Compiler-directed whole-system persistence

J Zeng, T Zhang, C Jung - 2024 ACM/IEEE 51st Annual …, 2024 - ieeexplore.ieee.org
Nonvolatile memory (NVM) technologies have gained increasing attention thanks to their
density and durability benefits. However, leveraging NVM can cause a crash consistency …

A survey of big data machine learning applications optimization in cloud data centers and networks

SH Mohamed, TEH El-Gorashi… - ar** specialized hardware/software systems
requires understanding and improving not only core compute kernels, but also intricate and …

Bump: Bulk memory access prediction and streaming

S Volos, J Picorel, B Falsafi… - 2014 47th Annual IEEE …, 2014 - ieeexplore.ieee.org
With the end of Den nard scaling, server power has emerged as the limiting factor in the
quest for more capable data enters. Without the benefit of supply voltage scaling, it is …

A processing-in-memory architecture programming paradigm for wireless internet-of-things applications

X Yang, Y Hou, H He - Sensors, 2019 - mdpi.com
The widespread applications of the wireless Internet of Things (IoT) is one of the leading
factors in the emerging of Big Data. Huge amounts of data need to be transferred and …

Towards near-threshold server processors

A Pahlevan, J Picorel, AP Zarandi… - … , Automation & Test …, 2016 - ieeexplore.ieee.org
The popularity of cloud computing has led to a dramatic increase in the number of data
centers in the world. The ever-increasing computational demands along with the slowdown …

Exploring the processing-in-memory design space

M Scrbak, M Islam, KM Kavi, M Ignatowski… - Journal of Systems …, 2017 - Elsevier
With the emergence of 3D-DRAM, Processing-in-Memory has once more become of great
interest to the research community and industry. Here we present our observations on a …