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Adapting Memory Hierarchies for Emerging Datacenter Interconnects

Tao Jiang, Rui Hou, Jian-Bo Dong, Lin Chai, Sally A. McKee, Bin Tian, Li-Xin Zhang, Ning-Hui Sun
<span title="">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5acgllsvrbf5dar4dbo3vyrz2a" style="color: black;">Journal of Computer Science and Technology</a> </i> &nbsp;
In this paper, we study memory hierarchy implications for the design of high-speed datacenter interconnects -particularly as they affect remote memory access -and we use PCIe as the vehicle for our investigations  ...  Efficient resource utilization requires that emerging datacenter interconnects support both high performance communication and efficient remote resource sharing.  ...  Acknowledgements We would like to thank the anonymous reviewers for their valuable comments and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11390-015-1507-4">doi:10.1007/s11390-015-1507-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4x262wfolzffdipzd3sefkiftu">fatcat:4x262wfolzffdipzd3sefkiftu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428191425/http://publications.lib.chalmers.se/records/fulltext/214538/local_214538.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/f5/a7f51249b29374cff287129e0112e6bef67fdb07.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11390-015-1507-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Composable architecture for rack scale big data computing

Chung-Sheng Li, Hubertus Franke, Colin Parris, Bulent Abali, Mukil Kesavan, Victor Chang
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
Next generation datacenters need to offer enhanced support for: (i) fast changing system configuration requirements due to workload constraints, (ii) timely adoption of emerging hardware technologies,  ...  We describe the rack scale composable memory in Section 7. Section 8 describes the methodology for distributed resource scheduling.  ...  Low latency flat network based on spine-leaf switches become the primary option for PoD and datacenter level interconnect for composable resources.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2016.07.014">doi:10.1016/j.future.2016.07.014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bf7rs7plxrb5beczlbljmze3dq">fatcat:bf7rs7plxrb5beczlbljmze3dq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719145421/https://eprints.soton.ac.uk/398349/1/FGCS_Disaggregated_Datacenter_accepted.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5c/85/5c852e0a3a1ca7beae37e120818c2b09bd68847b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2016.07.014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Scale-out NUMA

Stanko Novakovic, Alexandros Daglis, Edouard Bugnion, Babak Falsafi, Boris Grot
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w47kezfuffdgvcobhv564rrlju" style="color: black;">Proceedings of the 19th international conference on Architectural support for programming languages and operating systems - ASPLOS &#39;14</a> </i> &nbsp;
Emerging datacenter applications operate on vast datasets that are kept in DRAM to minimize latency.  ...  hierarchy.  ...  This work has been partially funded by the EuroCloud project of the 7th Framework Program of the European Commission, and by the Workloads and Server Architectures for Green Datacenters project of the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2541940.2541965">doi:10.1145/2541940.2541965</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/asplos/NovakovicDBFG14.html">dblp:conf/asplos/NovakovicDBFG14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/buiufe62bvfohpvti5gsq3cyoa">fatcat:buiufe62bvfohpvti5gsq3cyoa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719012520/https://www.research.ed.ac.uk/portal/files/14176012/Novakovic_Daglis_et_al_2014_Scale_Out_NUMA.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b4/81/b481d7992778bf21f3e58e55fcd28ef008836e04.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2541940.2541965"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

The impact of memory subsystem resource sharing on datacenter applications

Lingjia Tang, Jason Mars, Neil Vachharajani, Robert Hundt, Mary Lou Soffa
<span title="2011-07-22">2011</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/35q3ync5nbhnjfpylznlz57lyi" style="color: black;">SIGARCH Computer Architecture News</a> </i> &nbsp;
Finally, we present both a heuristics-based and an adaptive approach to arrive at good thread-to-core decisions in the datacenter.  ...  In this paper we study the impact of sharing memory resources on five Google datacenter applications: a web search engine, bigtable, content analyzer, image stitching, and protocol buffer.  ...  The cache hierarchy and memory topology of the specific machine determine the possible sharing configurations among multiple cores.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2024723.2000099">doi:10.1145/2024723.2000099</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jgng2xmysnhkvofedck2ufsc4i">fatcat:jgng2xmysnhkvofedck2ufsc4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809085653/http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37124.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/54/06545f48a6b25a3cafd76e514b2310254972888b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2024723.2000099"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

The impact of memory subsystem resource sharing on datacenter applications

Lingjia Tang, Jason Mars, Neil Vachharajani, Robert Hundt, Mary Lou Soffa
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2kokby3zfzen3bd62o6cskolxq" style="color: black;">Proceeding of the 38th annual international symposium on Computer architecture - ISCA &#39;11</a> </i> &nbsp;
Finally, we present both a heuristics-based and an adaptive approach to arrive at good thread-to-core decisions in the datacenter.  ...  In this paper we study the impact of sharing memory resources on five Google datacenter applications: a web search engine, bigtable, content analyzer, image stitching, and protocol buffer.  ...  The cache hierarchy and memory topology of the specific machine determine the possible sharing configurations among multiple cores.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2000064.2000099">doi:10.1145/2000064.2000099</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isca/TangMVHS11.html">dblp:conf/isca/TangMVHS11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/acqewqjbyzeozeckrijrpjrrcy">fatcat:acqewqjbyzeozeckrijrpjrrcy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809085653/http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37124.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/54/06545f48a6b25a3cafd76e514b2310254972888b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2000064.2000099"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Networking Challenges and Resultant Approaches for Large Scale Cloud Construction

David Bernstein, Erik Ludvigson
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n4vhbbe7cfhctekjgywy42x2ai" style="color: black;">2009 Workshops at the Grid and Pervasive Computing Conference</a> </i> &nbsp;
Most typically the configuration and provisioning of these datacenters, as far as the services for the subscribers go, is highly automated, to the point of the service being delivered within seconds of  ...  Providers who construct these datacenters run into a variety of challenges which are not common in ordinary-scale datacenters.  ...  Adding 2 or 4 more Host Bus Adapter (HBA) ports for storage (for example, Fibre Channel) per server, now brings the port count per server to as much as 16.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/gpc.2009.10">doi:10.1109/gpc.2009.10</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/gpc/BernsteinL09.html">dblp:conf/gpc/BernsteinL09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sh4edkgofje2vmxxj7qhnrgjdm">fatcat:sh4edkgofje2vmxxj7qhnrgjdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191231060858/http://www.cloudstrategypartners.com:80/resources/Networking+Challenges+and+Resultant+Approaches+for+Large+Scale+Cloud+Construction.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dc/99/dc99e0780139db142010eeba452b91261de91371.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/gpc.2009.10"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Disaggregated memory for expansion and sharing in blade servers

Kevin Lim, Jichuan Chang, Trevor Mudge, Parthasarathy Ranganathan, Steven K. Reinhardt, Thomas F. Wenisch
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2kokby3zfzen3bd62o6cskolxq" style="color: black;">Proceedings of the 36th annual international symposium on Computer architecture - ISCA &#39;09</a> </i> &nbsp;
This remote memory blade can be used for memory capacity expansion to improve performance and for sharing memory across servers to reduce provisioning and power costs.  ...  At the same time, the fraction contributed by memory systems to total datacenter costs and power consumption during typical usage is increasing.  ...  We would also like to acknowledge Andrew Wheeler, John Bockhaus, Eric Anderson, Dean Cookson, Niraj Tolia, Justin Meza, the Exascale Datacenter team and the COTSon team at HP Labs, and Norm Jouppi for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1555754.1555789">doi:10.1145/1555754.1555789</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isca/LimCMRRW09.html">dblp:conf/isca/LimCMRRW09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jmxooums7nbb7kpj7xwmzkgpra">fatcat:jmxooums7nbb7kpj7xwmzkgpra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813154721/http://web.eecs.umich.edu/~tnm/trev_test/papersPDF/2009.6.Disaggregated_memory_for_expansion_ISCA.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/77/da7787e55bdbc387eae2a84161e7fab724f65636.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1555754.1555789"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Disaggregated memory for expansion and sharing in blade servers

Kevin Lim, Jichuan Chang, Trevor Mudge, Parthasarathy Ranganathan, Steven K. Reinhardt, Thomas F. Wenisch
<span title="2009-06-15">2009</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/35q3ync5nbhnjfpylznlz57lyi" style="color: black;">SIGARCH Computer Architecture News</a> </i> &nbsp;
This remote memory blade can be used for memory capacity expansion to improve performance and for sharing memory across servers to reduce provisioning and power costs.  ...  At the same time, the fraction contributed by memory systems to total datacenter costs and power consumption during typical usage is increasing.  ...  We would also like to acknowledge Andrew Wheeler, John Bockhaus, Eric Anderson, Dean Cookson, Niraj Tolia, Justin Meza, the Exascale Datacenter team and the COTSon team at HP Labs, and Norm Jouppi for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1555815.1555789">doi:10.1145/1555815.1555789</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nxo6l6offfdeze5olhvwekwswu">fatcat:nxo6l6offfdeze5olhvwekwswu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813154721/http://web.eecs.umich.edu/~tnm/trev_test/papersPDF/2009.6.Disaggregated_memory_for_expansion_ISCA.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/77/da7787e55bdbc387eae2a84161e7fab724f65636.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1555815.1555789"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Scale-Out Networking in the Data Center

Amin Vahdat, Mohammad Al-Fares, Nathan Farrington, Radhika Niranjan Mysore, George Porter, Sivasankar Radhakrishnan
<span title="">2010</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gvjkwgwwvnakpbfssxpqjozbqm" style="color: black;">IEEE Micro</a> </i> &nbsp;
Layer 2 versus layer 3 fabrics Transparent Interconnection of Lots of Links (TRILL) is an IEEE standard for routing at layer 2 (L2). 4 It requires global knowledge of flat memory access controller (MAC  ...  datacenter interconnect to scale using a modest number of low-radix switching elements.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mm.2010.72">doi:10.1109/mm.2010.72</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q7o2qthicjd6bah3ec364ugsmq">fatcat:q7o2qthicjd6bah3ec364ugsmq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811160120/http://cseweb.ucsd.edu/~gmporter/papers/scale-out-micro10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/89/738971631151256f637831e1b30b3a3587b85411.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mm.2010.72"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Power-efficient networking for balanced system designs

John Byrne, Jichuan Chang, Kevin T. Lim, Laura Ramirez, Parthasarathy Ranganathan
<span title="">2011</span> <i title="ACM Press"> Proceedings of the 4th Workshop on Power-Aware Computing and Systems - HotPower &#39;11 </i> &nbsp;
In this paper, we evaluate the benefits of using an alternative, high-bandwidth, low-power, interconnect-PCIe-for power-efficient networking.  ...  Early experiences with PCIe clustering also point to several challenges of PCIe-based networks and new opportunities for low-latency power-efficient datacenter networking.  ...  New opportunities also abound in exploiting low-latency, low-overhead PCIe for emerging applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2039252.2039255">doi:10.1145/2039252.2039255</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jogavl54yncsrdcowhoopdo5tq">fatcat:jogavl54yncsrdcowhoopdo5tq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810005459/http://sigops.org/sosp/sosp11/workshops/hotpower/03-byrne.pdf?origin=publication_detail" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/62/cb/62cbbdb63db788153c0b4e7b0453e8838e79c136.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2039252.2039255"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Atmosphere: A Universal Cross-Cloud Communication Infrastructure [chapter]

Chamikara Jayalath, Julian James Stephen, Patrick Eugster
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
As demonstrated by the emergence of paradigms like fog computing [1] or cloud-of-clouds [2] , the landscape of third-party computation is moving beyond straightforward single datacenter-based cloud computing  ...  These scenarios are common in datacenter computing, where cheap hardware is exploited for parallelism (efficiency) and redundancy (fault-tolerance).  ...  From each of these datacenters we lease 10 small EC2 instances with 1.7GB of memory and 1 virtual core and 10 medium EC2 instances with 3.7GB of memory and 2 virtual cores each.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-45065-5_9">doi:10.1007/978-3-642-45065-5_9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bz2vnyvrpzf3zauanurvazayiq">fatcat:bz2vnyvrpzf3zauanurvazayiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181030092217/https://link.springer.com/content/pdf/10.1007%2F978-3-642-45065-5_9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bb/61/bb61c09f9c102a74ff12a8624719a476784f3dd2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-45065-5_9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

OverFlow: Multi-Site Aware Big Data Management for Scientific Workflows on Clouds

Radu Tudoran, Alexandru Costan, Gabriel Antoniu
<span title="2016-01-01">2016</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ic7oylwbfvfw3hf4wbnzwcqeuq" style="color: black;">IEEE Transactions on Cloud Computing</a> </i> &nbsp;
High throughput, low latencies or cost-related trade-offs are just a few concerns for both cloud providers and users when it comes to handling data across datacenters.  ...  The system was validated on the Microsoft Azure cloud across its 6 EU and US datacenters.  ...  The datacenter is organized in a hierarchy of switches, which interconnect the compute nodes and the datacenter itself with the outside world, through the Tier 1 ISPs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcc.2015.2440254">doi:10.1109/tcc.2015.2440254</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eobiky7wbnax7ej7aacp5y3qfe">fatcat:eobiky7wbnax7ej7aacp5y3qfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923205112/https://hal.inria.fr/hal-01239128/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/be/0fbe19f164aa00c632f8fc22218f622a18bfb5c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcc.2015.2440254"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

The Case for RackOut

Stanko Novakovic, Alexandros Daglis, Edouard Bugnion, Babak Falsafi, Boris Grot
<span title="">2016</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eitdfnn7k5fohgz7jhhim3f4bm" style="color: black;">Proceedings of the Seventh ACM Symposium on Cloud Computing - SoCC &#39;16</a> </i> &nbsp;
In this work, we introduce RackOut, a memory pooling technique that leverages the one-sided remote read primitive of emerging rack-scale systems to mitigate load imbalance while respecting service-level  ...  We develop a queuing model to evaluate the impact of RackOut at the datacenter scale.  ...  Acknowledgements The authors thank the anonymous reviewers for their precious comments and feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2987550.2987577">doi:10.1145/2987550.2987577</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cloud/NovakovicDBFG16.html">dblp:conf/cloud/NovakovicDBFG16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/j6px37guazcx7o6q5hwm3byuna">fatcat:j6px37guazcx7o6q5hwm3byuna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722154838/https://www.research.ed.ac.uk/portal/files/27446201/RACKOUT_SOCC16.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/f2/5bf21975977e826af24692c6d737009b800d8ce5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2987550.2987577"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Understanding the implications of virtual machine management on processor microarchitecture design

Xiufeng Sui, Tao Sun, Tao Li, Lixin Zhang
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/klj774afczhfrbcdddkg3ve4wi" style="color: black;">2013 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)</a> </i> &nbsp;
We argue that these behaviors must be factored into the design of processor microarchitecture in virtualized datacenters.  ...  Our study shows that today's state-of-the-art processor still has room for further optimizations when executing virtualized cloud workloads, particularly in the organization of last level caches and on-chip  ...  ACKNOWLEDGEMENTS We would like to thank Kevin Lim (HP Labs) and Tor Aamodt (University of British Columbia / Stanford University) and all anonymous reviewers for their insightful comments and suggestions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ispass.2013.6557145">doi:10.1109/ispass.2013.6557145</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ispass/SuiSLZ13.html">dblp:conf/ispass/SuiSLZ13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vexupt3orzdkpa6jmy552iafj4">fatcat:vexupt3orzdkpa6jmy552iafj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170820020938/https://www.computer.org/web/csdl/index/-/csdl/proceedings/ispass/2013/5776/00/06557145.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3c/dd/3cdd05fdb0074ee668494e7f14afdbb429870db8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ispass.2013.6557145"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Farewell My Shared LLC! A Case for Private Die-Stacked DRAM Caches for Servers

Amna Shahab, Mingcan Zhu, Artemiy Margaritov, Boris Grot
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sbn7zssnbfcjpjzmgy24brukwi" style="color: black;">2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)</a> </i> &nbsp;
Shared LLCs have a number of limitations, including on-chip area constraints that limit storage capacity, long planar interconnect spans that increase access latency, and contention for the shared cache  ...  The slowdown in technology scaling mandates rethinking of conventional CPU architectures in a quest for higher performance and new capabilities.  ...  ACKNOWLEDGMENT We would like to thank Priyank Faldu, Nikos Nikoleris, Vijay Nagarajan, Daniel Sorin and the anonymous reviewers for their valuable feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/micro.2018.00052">doi:10.1109/micro.2018.00052</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/micro/ShahabZMG18.html">dblp:conf/micro/ShahabZMG18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/larypphcgjfhpdg5b3ogvbrkcq">fatcat:larypphcgjfhpdg5b3ogvbrkcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190426113109/https://www.pure.ed.ac.uk/ws/files/74834135/Farewell_My_shared_LLC_A_case_for_private_die_stacked_DRAM_caches_for_servers.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d5/5b/d55b210d520b506043c0055a99227355a2e5b5a8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/micro.2018.00052"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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