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A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
2015
IEEE Micro
To advance datacenter capabilities beyond what commodity server designs can provide, we have designed and built a composable, reconfigurable fabric to accelerate portions of large-scale software services ...
In this paper, we describe a medium-scale deployment of this fabric on a bed of 1,632 servers, and measure its efficacy in accelerating the Bing web search engine. ...
Many people across many organizations contributed to the construction of this system, and while they are too numerous to list here individually, we thank our collaborators in Microsoft Global Foundation Services ...
doi:10.1109/mm.2015.42
fatcat:5ywjh7qpljgm7cvkqwudzqhjky
A reconfigurable fabric for accelerating large-scale datacenter services
2014
SIGARCH Computer Architecture News
To advance datacenter capabilities beyond what commodity server designs can provide, we have designed and built a composable, reconfigurable fabric to accelerate portions of large-scale software services ...
In this paper, we describe a medium-scale deployment of this fabric on a bed of 1,632 servers, and measure its efficacy in accelerating the Bing web search engine. ...
Many people across many organizations contributed to the construction of this system, and while they are too numerous to list here individually, we thank our collaborators in Microsoft Global Foundation Services ...
doi:10.1145/2678373.2665678
fatcat:zc3hc7ijbjdmxi4qfegrzpyfy4
A reconfigurable fabric for accelerating large-scale datacenter services
2014
2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA)
To advance datacenter capabilities beyond what commodity server designs can provide, we have designed and built a composable, reconfigurable fabric to accelerate portions of large-scale software services ...
In this paper, we describe a medium-scale deployment of this fabric on a bed of 1,632 servers, and measure its efficacy in accelerating the Bing web search engine. ...
Many people across many organizations contributed to the construction of this system, and while they are too numerous to list here individually, we thank our collaborators in Microsoft Global Foundation Services ...
doi:10.1109/isca.2014.6853195
dblp:conf/isca/PutnamCCCCDEFGGHHHHKLLPPSTXB14
fatcat:mq75web33vbzjp3qyovjq32hju
A reconfigurable fabric for accelerating large-scale datacenter services
2016
Communications of the ACM
To advance datacenter capabilities beyond what commodity server designs can provide, we have designed and built a composable, reconfigurable fabric to accelerate portions of large-scale software services ...
In this paper, we describe a medium-scale deployment of this fabric on a bed of 1,632 servers, and measure its efficacy in accelerating the Bing web search engine. ...
Many people across many organizations contributed to the construction of this system, and while they are too numerous to list here individually, we thank our collaborators in Microsoft Global Foundation Services ...
doi:10.1145/2996868
fatcat:5hqxeegad5gibgct66bb7ebgw4
DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric
2017
IEEE Micro
Evaluation We evaluate DRAF as a reconfigurable fabric for datacenter applications using a wide set of accelerator designs for representative computation kernels commonly used in large-scale production ...
This is an issue both for large-scale datacenters that are optimized for total cost of ownership and for small mobile devices that have strict budgets for power and chip area. ...
systems ranging from cell phones to warehouse-scale datacenters. ...
doi:10.1109/mm.2017.50
fatcat:lgdjftxlnfg4dacdcyejive5b4
A Cloud-Scale Acceleration Architecture
2017
IEEE Micro
We deployed this design over a production server bed, and show how it can be used for both service acceleration (Web search ranking) and network acceleration (encryption of data in transit at highspeeds ...
In this paper we propose a new cloud architecture that uses reconfigurable logic to accelerate both network plane functions and applications. ...
This reconfigurable acceleration plane, however, will be pervasive, offering large-scale gains in capabilities and enabling rapid evolution of datacenter protocols. ...
doi:10.1109/mm.2017.265085811
fatcat:zvhw3z4cdzgcph6sr4fh5jdaka
Revisiting the High-Performance Reconfigurable Computing for Future Datacenters
2020
Future Internet
The sustainability of this large-scale integration depends on enabling multi-tenant FPGAs. ...
Open problems are indicated for scientific community as well. ...
The authors would also like to thank Usman Ahmad, Dalhousie University of Canada for his advice on research writing in general. ...
doi:10.3390/fi12040064
fatcat:zrt5ergxnvezlmltkbwgiixcm4
Virtualized FPGA Accelerators for Efficient Cloud Computing
2015
2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom)
The large FPGA offers ample resources for complex As an application case study, we built a map-reduce accelerator for word counting, which finds the number of occurrences of a specified word in a large ...
Partial reconfiguration also allows for much faster reconfiguration of accelerators.
III. EXISTING WORK Incorporation of FPGAs in the datacenter is a relatively new area of research. ...
doi:10.1109/cloudcom.2015.60
dblp:conf/cloudcom/FahmyVS15
fatcat:s2wvv7gjsrfg7pqywvx56ujyoa
Study of Automatic GPU Offloading Method from Various Language Applications
[article]
2020
arXiv
pre-print
In this paper, I study a common method for automatically offloading for various language applications not only in C language but also in Python and Java. ...
However, the source language for offloading was mainly C/C++ language applications currently, and there was no research for common offloading for various language applications. ...
., "A reconfigurable fabric for accelerating large-scale datacenter services," ISCA'14, pp.13-24, 2014. [2] O. ...
arXiv:2011.03602v1
fatcat:5gna54vwtjckrhob2af6jm3rtu
Energy-Efficient Big Data Analytics in Datacenters
[chapter]
2016
Advances in Computers
Also, as the scale of the datacenter is increasingly expanding, minimizing energy consumption and operational cost is a vital concern. ...
First the datacenter architecture including computing and networking technologies as well as data centers for cloud-based services will be illustrated. ...
In the
Data Analytics
IaaS Infrastructure as a Service
Big Data Analytics on Datacenters The major driver for modern datacenters is analysing of large-scale and massive data sets [11] . ...
doi:10.1016/bs.adcom.2015.10.002
fatcat:xpecmdmje5avvphkdrdnyv4fqi
Reconfigurable Data Processing for Clouds
2011
2011 IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines
Reconfigurable computing in the cloud helps to solve many practical problems relating to scaling out datacenters where computation is limited by energy consumption or latency. ...
However, for reconfigurable computing in the cloud to become practical several research challenges have to be addressed. ...
The availability of very large scale reconfigurable computing devices enables the deployment of this flexible technology in contexts where in the past capacity limitations have prevented their use as a ...
doi:10.1109/fccm.2011.35
dblp:conf/fccm/MadhavapeddyS11
fatcat:yu6l4miejjaolmgoppe2flcd6y
A Study of Reconfigurable Accelerators for Cloud Computing
2018
Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control - ISCSIC '18
This paper looks at FPGAs as reconfigurable accelerators for the cloud computing presents the main hardware accelerators that have been presented in various widely used cloud computing applications such ...
Field Programmable Gate Arrays (FPGAs) with Cloud ecosystem offer high performance in efficiency and energy, making them active resources, easy to program and reconfigure. ...
HARDWARE ACCELERATOR FOR A CLOUD COMPUTING A reconfigurable Catapult fabric for accelerating datacenter services for large-scale production workloads is proposed in [8] . ...
doi:10.1145/3284557.3284563
fatcat:chmip5oxmjcdnmjde2g52fxg4i
D5.1: Accelerator Deployment Models
2017
Zenodo
A deployment specifies types, amount, and connectivity of accelerators in a datacenter. ...
In this deliverable, we explore this question by studying accelerator deployment models. Under accelerator, we understand for example application-specific GPUs or specially programmed FPGAs. ...
The affinity table is a core instrument of VineSim, critical in speeding up simulation times for large workloads in large datacenter deployments. ...
doi:10.5281/zenodo.898170
fatcat:l6gfsswmbbg7niupwnix7tfmjm
Composable architecture for rack scale big data computing
2017
Future generations computer systems
for rack scale architecture. throughput and latency are usually poor, due to a prolonged execution time and constrained quality of service (QoS). ...
Through empirical approaches, we develop assessment of the opportunities and challenges for leveraging the composable architecture for rack scale cloud datacenters with a focus on big data and NoSQL workloads ...
PCIe fabrics do not scale beyond a few racks. However with the use of PCIe fabrics, resource pooling is simplified at the rack scale. ...
doi:10.1016/j.future.2016.07.014
fatcat:bf7rs7plxrb5beczlbljmze3dq
Networking Challenges and Resultant Approaches for Large Scale Cloud Construction
2009
2009 Workshops at the Grid and Pervasive Computing Conference
Cloud Computing is a term applied to large, hosted datacenters, usually geographically distributed, which offer various computational services on a "utility" basis. ...
Providers who construct these datacenters run into a variety of challenges which are not common in ordinary-scale datacenters. ...
Introduction Construction of large scale datacenters has been a subject area of much research and industry specification. ...
doi:10.1109/gpc.2009.10
dblp:conf/gpc/BernsteinL09
fatcat:sh4edkgofje2vmxxj7qhnrgjdm
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