Polygraph: Exposing the value of flexibility for graph processing accelerators

V Dadu, S Liu, T Nowatzki - 2021 ACM/IEEE 48th Annual …, 2021 - ieeexplore.ieee.org
Because of the importance of graph workloads and the limitations of CPUs/GPUs, many
graph processing accelerators have been proposed. The basic approach of prior …

Accelerator-rich architectures: Opportunities and progresses

J Cong, MA Ghodrat, M Gill, B Grigorian… - Proceedings of the 51st …, 2014 - dl.acm.org
To drastically improve energy efficiency, we believe future processors need to go beyond
parallelization and provide architecture support for customization, enabling systems to adapt …

Stash: Have your scratchpad and cache it too

R Komuravelli, MD Sinclair, J Alsop, M Huzaifa… - ACM SIGARCH …, 2015 - dl.acm.org
Heterogeneous systems employ specialization for energy efficiency. Since data movement
is expected to be a dominant consumer of energy, these systems employ specialized …

Charm: A composable heterogeneous accelerator-rich microprocessor

J Cong, MA Ghodrat, M Gill, B Grigorian… - Proceedings of the 2012 …, 2012 - dl.acm.org
This work discusses CHARM, a Composable Heterogeneous Accelerator-Rich
Microprocessor design that provides scalability, flexibility, and design reuse in the space of …

On-chip interconnection network for accelerator-rich architectures

J Cong, M Gill, Y Hao, G Reinman, B Yuan - Proceedings of the 52nd …, 2015 - dl.acm.org
Modern processors have included hardware accelerators to provide high computation
capability and low energy consumption. With specific hardware implementation …

[图书][B] iRODS primer 2: integrated rule-oriented data system

H Xu, T Russell, J Coposky, A Rajasekar, RW Moore… - 2017 - Springer
Policy-based data management enables the creation of community-specific collections.
Every collection is created for a purpose. The purpose defines the set of properties that will …

Accelerator-rich CMPs: From concept to real hardware

YT Chen, J Cong, MA Ghodrat, M Huang… - 2013 IEEE 31st …, 2013 - ieeexplore.ieee.org
Application-specific accelerators provide 10-100× improvement in power efficiency over
general-purpose processors. The accelerator-rich architectures are especially promising …

Customizable computing—from single chip to datacenters

J Cong, Z Fang, M Huang, P Wei, D Wu… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Since its establishment in 2009, the Center for Domain-Specific Computing (CDSC) has
focused on customizable computing. We believe that future computing systems will be …

Architecture support for tightly-coupled multi-core clusters with shared-memory HW accelerators

M Dehyadegari, A Marongiu… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
Coupling processors with acceleration hardware is an effective manner to improve energy
efficiency of embedded systems. Many-core is nowadays a dominating design paradigm for …

Securing an accelerator-rich system from flooding-based denial-of-service attacks

M Sinha, P Bhattacharyya, SS Rout… - … on Emerging Topics …, 2021 - ieeexplore.ieee.org
Increasing demand for high performance and energy efficiency along with time-to-market
pressures have led to a growing number of third-party accelerators in modern System-on …