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ASIC Clouds: Specializing the Datacenter

Ikuo Magaki, Moein Khazraee, Luis Vega Gutierrez, Michael Bedford Taylor
2016 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA)  
The PCB goes inside the chassis and we have an ASIC cloud server.We propose a prototypical architecture for all ASIC clouds….  ...  We propose a prototypical architecture for all ASIC clouds….Work is distributed over a very simple on-chip network, the On-ASIC Network, which is provisioned according to the needs of the RCAs.  ...  We show a complete development path from Verilog to TCO-optimized ASIC Cloud datacenter.  ... 
doi:10.1109/isca.2016.25 dblp:conf/isca/MagakiKGT16 fatcat:6nytmxfbxfan5ehufddr5hpc5u

ASIC Clouds: Specializing the Datacenter

Moein Khazraee, Ikuo Magaki, Luis Vega Gutierrez, Michael Taylor
2017 IEEE Micro  
The PCB goes inside the chassis and we have an ASIC cloud server.We propose a prototypical architecture for all ASIC clouds….  ...  We propose a prototypical architecture for all ASIC clouds….Work is distributed over a very simple on-chip network, the On-ASIC Network, which is provisioned according to the needs of the RCAs.  ...  We show a complete development path from Verilog to TCO-optimized ASIC Cloud datacenter.  ... 
doi:10.1109/mm.2017.265085658 fatcat:zvm7krsrgrfdrhdrtj75soqjri

A Cloud-Scale Acceleration Architecture

Adrian Caulfield, Eric Chung, Andrew Putnam, Hari Angepat, Jeremy Fowers, Stephen Heil, Joo-Young Kim, Daniel Lo, Michael Papamichael, Todd Massengill, Derek Chiou, Doug Burger
2017 IEEE Micro  
Hyperscale datacenter providers have struggled to balance the growing need for specialized hardware (efficiency) with the economic benefits of homogeneity (manageability).  ...  The Configurable Cloud architecture has been deployed at hyperscale in Microsoft's production datacenters worldwide.  ...  ACKNOWLEDGEMENTS The authors would like to acknowledge the many individuals who contributed to this project: Mike Andrewartha, Jack Lavier, Mark Shaw, Kushagra Vaid, and the rest of the CSI team; Shlomi  ... 
doi:10.1109/mm.2017.265085811 fatcat:zvhw3z4cdzgcph6sr4fh5jdaka

Packet-Level Telemetry in Large Datacenter Networks

Yibo Zhu, Ben Y. Zhao, Haitao Zheng, Nanxi Kang, Jiaxin Cao, Albert Greenberg, Guohan Lu, Ratul Mahajan, Dave Maltz, Lihua Yuan, Ming Zhang
2015 Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication - SIGCOMM '15  
In this task, datacenter networks (DCNs) present unique challenges with their scale, traffic volume, and diversity of faults.  ...  Debugging faults in complex networks often requires capturing and analyzing traffic at the packet level.  ...  We also thank the reviewers and our shepherd Geoff Voelker for their constructive feedback. Y. Zhu, H. Zheng and B. Y.  ... 
doi:10.1145/2785956.2787483 dblp:conf/sigcomm/ZhuKCGLMMYZZZ15 fatcat:xr3zb5j4pnfelg2amprfhx43va

Nutshell: Cloud Simulation and Current Trends

Ubaid ur Rahman, Owais Hakeem, Muhammad Raheem, Kashif Bilal, Samee U. Khan, Laurence T. Yang
2015 2015 IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity)  
The Nutshell is designed to diminish flaws and limitations of available cloud simulators, by offering: (a) multiple datacenter network architectures, like three-tier, fattree, and dcell, (b) fine grained  ...  The legacy data center and cloud architectures are unable to handle the escalating user demands. Therefore, new data center network architectures, policies, protocols and topologies are required.  ...  DATACENTER NETWORK CONGESTION CONTROL Datacenter network require proper consideration, since it is the backbone of cloud platform.  ... 
doi:10.1109/smartcity.2015.51 dblp:conf/smartcity/RahmanHRBKY15 fatcat:duird5p52vaqxn4nd5hmiohspi

Efficient and Enhanced Load Balancing Algorithms in Cloud Computing

Prabhjot Kaur, Pankaj Deep Kaur
2015 International Journal of Grid and Distributed Computing  
To solving the problem of VM resource scheduling in a cloud computing environment, a load predictor is used to predict the load on each node, according to the this, it allocate the resources.  ...  Thus, in the future providing a mechanism for efficient resource management will be an important objective of Cloud computing.  ...  They are specialized boxes that include Application Specific Integrated Circuits (ASICs) customized for a specific use whereas Softwarebased load balancers run on standard hardware components and standard  ... 
doi:10.14257/ijgdc.2015.8.2.02 fatcat:brjezmpcpnbgheyiyb5rx3l2na

A Configurable Cloud-Scale DNN Processor for Real-Time AI

Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel (+8 others)
2018 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA)  
The growing demand for computationally expensive, state-of-the-art DNNs, coupled with diminishing performance gains of general-purpose architectures, has fueled an explosion of specialized Neural Processing  ...  When targeting an FPGA, microarchitectural parameters such as native datapaths and numerical precision can be "synthesis specialized" to models at compile time, enabling high FPGA performance competitive  ...  A Hyperscale Datacenter Acceleration Architecture The system of Figure 1 fundamentally influences the way in which accelerators are managed and architected at cloud scale.  ... 
doi:10.1109/isca.2018.00012 dblp:conf/isca/FowersOPMLLAHAG18 fatcat:qalwazqx7jcctkndjrqmhszccq

Cloud-Sea Computing Systems: Towards Thousand-Fold Improvement in Performance per Watt for the Coming Zettabyte Era

Zhi-Wei Xu
2014 Journal of Computer Science and Technology  
This special section contains 12 papers produced by the Cloud-Sea Computing Systems project team, presenting research results relating to sensing and REST 2.0, the elastic processor, the hyperparallel  ...  server, and the cloud-sea storage.  ...  At any time, there is a special device (e.g., a home datacenter, a smart TV set) designated as the seaport of a sea zone.  ... 
doi:10.1007/s11390-014-1420-2 fatcat:dytuhths55dvravmrhj3ba4fsi

LOAD BALANCING IN CLOUD ENVIRONMENT: A REVIEW

Sheenam Kamboj, Mr. Navtej Singh Ghumman
2016 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
An essential role of cloud computing platform is to dynamically balance the load among the different servers in order to improve resource utilization and to avoid hotspots.  ...  On cloud computing platform, load balancing of the entire system can be dynamically handled by using virtualization technology through which it becomes possible to remap virtual machine and physical resources  ...  Hardware-based load balancers are specialized boxes that include Application Specific Integrated Circuits (ASICs) [32] customized for a specific use.  ... 
doi:10.24297/ijct.v15i8.1504 fatcat:ny3gsc5jbndmvkxipk4hg3wx7y

Benefits and Challenges of Cloud Technologies for 5G Architecture

Dario Sabella, Peter Rost, Albert Banchs, Valentin Savin, Marco Consonni, Marco Di Girolamo, Massinissa Lalam, Andreas Maeder, Ignacio Berberana
2015 2015 IEEE 81st Vehicular Technology Conference (VTC Spring)  
This paper focuses on the practical implementation of a Cloud-RAN architecture in the context of future 5G systems, with particular emphasis on different aspects of the functional split between the cloud  ...  Keywords-component; Cloud-RAN, RAN-as-a-Service, energy efficiency, virtualization intrastructure, flexible funcitonal spliy I.  ...  The authors would like to acknowledge the contributions of their colleagues in iJOIN, although the views expressed are those of the authors and do not necessarily represent the project.  ... 
doi:10.1109/vtcspring.2015.7145716 dblp:conf/vtc/SabellaRBSCGLMB15 fatcat:sqlaib3leza3fowqpu7tplsaoe

Programming and Runtime Support to Blaze FPGA Accelerator Deployment at Datacenter Scale

Muhuan Huang, Di Wu, Cody Hao Yu, Zhenman Fang, Matteo Interlandi, Tyson Condie, Jason Cong
2016 Proceedings of the Seventh ACM Symposium on Cloud Computing - SoCC '16  
to sustain future datacenter growth.  ...  With the emerging trend of FPGA-enabled datacenters, one key question is: How can we easily and efficiently deploy FPGA accelerators into state-of-the-art big data computing systems like Apache Spark [  ...  Acknowledgments This work is partially supported by the Center for Domain-Specific Computing under the NSF InTrans Award CCF-1436827, funding from CDSC industrial partners including Baidu, Fujitsu Labs  ... 
doi:10.1145/2987550.2987569 pmid:28317049 pmcid:PMC5351886 dblp:conf/cloud/HuangWYFICC16 fatcat:5f6bnm6xxbfk3k5fv3sgqarftu

Expeditus

Peng Wang, Hong Xu, Zhixiong Niu, Dongsu Han, Yongqiang Xiong
2016 Proceedings of the Seventh ACM Symposium on Cloud Computing - SoCC '16  
Thus, load balancing tra c among the paths is important for high performance and low latency.  ...  However, it is well known that ECMP-the de facto load balancing schemeperforms poorly in data center networks.  ...  Acknowledgments We thank the anonymous reviewers for their comments that improved the paper.  ... 
doi:10.1145/2987550.2987560 dblp:conf/cloud/WangXNHX16 fatcat:mxw5ryfpbvcrfleawsdnyeneja

ALLOCATION OF HETEROGENOUS CLOUDLETS ON PRIORITY BASIS IN CLOUD ENVIRONMENT

Sumanpreet Kaur, Mr. Navtej Singh Ghumman
2017 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
The datacenter broker will receive the list of all the virtual machines and will categorize them into two classes i.e. Class A and Class B.  ...  Further, this research also provides the anticipated results with the implementation of the proposed algorithm. In the cloud storage, load balancing is a key issue.  ...  Hardware-based load balancers are specialized boxes that include Application Specific Integrated Circuits (ASICs) customized for a specific use.  ... 
doi:10.24297/ijct.v16i3.6177 fatcat:a75q6buotnbt3co4ksrphqtywq

Dagger: Towards Efficient RPCs in Cloud Microservices with Near-Memory Reconfigurable NICs [article]

Nikita Lazarev, Neil Adit, Shaojie Xiang, Zhiru Zhang, Christina Delimitrou
2020 arXiv   pre-print
Unlike the traditional cloud systems that use PCIe links as the NIC I/O interface, we leverage memory-interconnected FPGAs as networking devices to provide the efficiency, transparency, and programmability  ...  We show that this considerably improves CPU utilization and performance for cloud RPCs.  ...  cloud infrastructures.  ... 
arXiv:2007.08622v2 fatcat:4xi3ddq5nngzzo525ewdau52wm

Literature review: Cloud Computing –Security Issues, Solution and Technologies

Rajani Sharma,, Rajender Kumar Trivedi
2014 International Journal of Engineering Research  
Cloud computing trend is increasing rapidly so to make cloud computing more popular the very first step for the organization is to identify exact area where the cloud related threats lie.  ...  Cloud computing has grabbed the spotlight in the year 2013 at a conference in San Francisco, with vendors providing plenty of products and services that equip IT with controls to bring order to cloud chaos  ...  NIST special publication 800.145 (2011): 7. vi. Pearson, Siani, Yun Shen, and Miranda Mowbray. "A privacy manager for cloud computing." Cloud Computing. Springer Berlin Heidelberg, 2009. 90-106. vii.  ... 
doi:10.17950/ijer/v3s4/408 fatcat:64dsfagnwraq7myfw5jrqyt7um
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