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Improving the access time performance of serpentine tape drives

O. Sandsta, R. Midtstraum
<span title="">1999</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337)</a> </i> &nbsp;
This paper presents a general model for estimating access times of serpentine tape drives. The model is used to schedule I/O requests in order to minimize the total access time.  ...  We propose a new scheduling algorithm, Multi-Pass Scan Star (MPScan*), which makes good utilization of the streaming capability of the tape drive and avoids the pitfalls of naive multi-pass scan algorithms  ...  To reduce the time-consuming characterization process incurred by the previous efforts, we deliberately designed a less detailed access time model for serpentine tape drives and provide low-cost algorithms  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.1999.754970">doi:10.1109/icde.1999.754970</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icde/SandstaM99.html">dblp:conf/icde/SandstaM99</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s33cdy6p4zaufdbrn5nswy5xra">fatcat:s33cdy6p4zaufdbrn5nswy5xra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151030040629/http://home.online.no/~olmsan/publications/papers/icde99.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/b6/83/b6832d44ca4169cc671c00f3e02dc666bc6561bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.1999.754970"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

WARP:Warp Around Data Placement Technique for Serpentine Tapes

Ali Dashti
<span title="">2001</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hxjhkfw6ejcb7e2kho5p6yt5zu" style="color: black;">Mass Storage Systems and Technologies(MSS), Proceedings of the NASA Goddard Conference on</a> </i> &nbsp;
We have implemented this technique on an IBM 3590 tape drive and have observed up to 5 times improvement in access-time as compared to other data placement techniques.  ...  One of the components of HSS is tertiary storage, which provides a cost-effective storage for the vast amount of data manipulated by these applications.  ...  This wide access-gap is mainly due to: the sequential nature of the most popular tertiary technologies (i.e., tapes) and the low number of drives per media in tertiary storage juke boxes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mss.2001.10028">doi:10.1109/mss.2001.10028</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mss/Dashti01.html">dblp:conf/mss/Dashti01</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kdyseqkznvetnjkxyezn5uq6je">fatcat:kdyseqkznvetnjkxyezn5uq6je</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060925043305/http://storageconference.org/2001/2001CD/p07dasht.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/35/57/355720860a2ce886ee5ea1e5749aea4eb1674d8d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mss.2001.10028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Hierarchical scheduling algorithms for near-line tape libraries

P. Triantafillou, I. Georgiadis
<span title="">1999</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mfwemajbqjcy7hji6w3ztzfccu" style="color: black;">Proceedings. Tenth International Workshop on Database and Expert Systems Applications. DEXA 99</a> </i> &nbsp;
Robotic tape libraries (RTLs) currently enjoy a prominent place in the storage market, with a reported average annual growth rate approaching 34%, primarily due to their low cost per MB figures.  ...  This paper contributes a study of efficient scheduling algorithms for tape-based robotic storage libraries.  ...  Hillyer and Silberschatz [5, 6] developed a detailed model for the seek operation for both a serpentine and modified serpentine tape drive through measurement of commercial devices.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/dexa.1999.795144">doi:10.1109/dexa.1999.795144</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/dexaw/TriantafillouG99.html">dblp:conf/dexaw/TriantafillouG99</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/36xmvcutobgmjlm22gm3gttkne">fatcat:36xmvcutobgmjlm22gm3gttkne</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20031206183222/http://www.doc.ic.ac.uk:80/~igeozg/Project/Mass/PADD99_compact.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/4a/de/4ade37b105f5f80de7c3519028e522736c2b46d6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/dexa.1999.795144"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Enabling Technologies for Improved Data Management: Hardware

Kerstin van Dam-Kleese, Michael Hopewell
<span title="">2001</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw4azkpu65d2thmrwfkoawyxse" style="color: black;">Scientific Programming</a> </i> &nbsp;
In this environment new challenges are posed for the Management of Data every day, but are we ready to tackle them? Do we know exactly what the challenges are?  ...  The last decade has seen new experimental and computational techniques developing at an ever-faster pace, encouraging the production of ever-larger quantities of data in ever-shorter time spans.  ...  / MTBF for drive / costs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2001/127609">doi:10.1155/2001/127609</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ofyefhm6ezacxa24g3s265lnnm">fatcat:ofyefhm6ezacxa24g3s265lnnm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211102510/http://downloads.hindawi.com/journals/sp/2001/127609.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/a6/a7/a6a72eab8e2baf68782036fd3f5ff2e93920b55b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2001/127609"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Scheduling and data replication to improve tape jukebox performance

B.K. Hillyer, R. Rastogi, A. Silberschatz
<span title="">1999</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337)</a> </i> &nbsp;
As a result, the proposed replication techniques can be used to fill existing spare capacity in a tape jukebox, thus improving the performance of the jukebox "for free".  ...  This paper shows how the performance of tape jukeboxes can be improved across a broad parameter space via a new scheduling algorithm and schemes for the placement and replication of hot data.  ...  A typical tertiary storage subsystem comprises a collection of tape drives accessing a large pool of tapes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.1999.754969">doi:10.1109/icde.1999.754969</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icde/HillyerRS99.html">dblp:conf/icde/HillyerRS99</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/56flojscqfes3pjswc4dt73r3u">fatcat:56flojscqfes3pjswc4dt73r3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809131918/http://codex.cs.yale.edu/avi/home-page/publication-dir/Conferences/ICDE99b.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/f8/72/f872478db0aa7f4bff15109c4e78f8a2e7ef93fc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.1999.754969"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Simulation of Hierarchical Storage Systems for TCO and QoS [chapter]

Jakob Luettgau, Julian Kunkel
<span title="">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Different models for the individual components in tape systems are developed. The models are then implemented in a prototype simulation using discrete event simulation.  ...  Exploring new strategies and developing open software for tape systems is a hurdle due to the lack of affordable storage silos and availability outside of large organizations and due to increased wariness  ...  the ESiWACE project which received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 675191. 12/13 Simulation of Hierarchical Storage Systems for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67630-2_12">doi:10.1007/978-3-319-67630-2_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kwipwyaf75awtefyhx2k724hlm">fatcat:kwipwyaf75awtefyhx2k724hlm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428013220/http://centaur.reading.ac.uk/77667/1/sohssftaql17-simulation_of_hierarchical_storage_systems_for_tco_and_qos.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/a9/d9/a9d993d1c547110f4dbb56a17f86bebd6ee84141.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67630-2_12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A simulated annealing approach for multimedia data placement

Evimaria Terzi, Athena Vakali, Lefteris Angelis
<span title="">2004</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
This paper describes multimedia data representation models that effectively guide data placement towards the improvement of the Quality of Presentation for the considered multimedia applications.  ...  Multimedia applications are characterized by their strong timing requirements and constraints and thus multimedia data storage is a critical issue in the overall system's performance and functionality.  ...  In Hillyer and Silberschatz (1996) a serpentine tape drive is studied under model-driven simulation, while in Johnson and Miller (1998) detailed measurements of several tape drives and robotic storage  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2003.09.020">doi:10.1016/j.jss.2003.09.020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ddkqf4egbcjjnp5dzndvnpykm">fatcat:3ddkqf4egbcjjnp5dzndvnpykm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20080422200445/http://oswinds.csd.auth.gr/papers/jss04.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/0b/d4/0bd4e43c649b63f358d3ad172c4fbfb50e5c43c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2003.09.020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

The Linear Tape File System

David Pease, Arnon Amir, Lucas Villa Real, Brian Biskeborn, Michael Richmond, Atsushi Abe
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f7qw4mfk45hgfchxeziw7o6qcm" style="color: black;">2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST)</a> </i> &nbsp;
We present a file system that takes advantage of a new generation of tape hardware to provide efficient access to tape using standard, familiar system tools and interfaces.  ...  While there are many financial and practical reasons to prefer tape storage over disk for various applications, the difficultly of using tape in a general way is a major inhibitor to its wider usage.  ...  A case-study comparison [3] found the cost ratio for a terabyte stored long-term on SATA disk versus LTO-4 tape to be about 23:1, and the energy cost ratio is as high as 290:1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/msst.2010.5496989">doi:10.1109/msst.2010.5496989</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mss/PeaseARBRA10.html">dblp:conf/mss/PeaseARBRA10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hdrobycfbjffxdanwwwagtocpy">fatcat:hdrobycfbjffxdanwwwagtocpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810210219/http://storageconference.us/2010/Papers/MSST/Pease.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/55/be/55becb668bc6cbf0c13b09caa92b849246c36882.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/msst.2010.5496989"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An I/O scheduler for dual-partitioned tapes

Lucas C. Villa Real, Michael Richmond, Brian Biskeborn, David Pease
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7spk3gwl6zbt3iellhgyc5jefa" style="color: black;">2015 IEEE International Conference on Networking, Architecture and Storage (NAS)</a> </i> &nbsp;
For a long time, tapes have had a single logical partition that was efficiently operated by dedicated software in batch mode.  ...  As a consequence, tape medium can now be accessed by concurrent processes that may create files in parallel.  ...  Some authors have proposed mathematical models that estimate the seek times for random accesses to the tape medium [5] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/nas.2015.7255232">doi:10.1109/nas.2015.7255232</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/nas/RealRBP15.html">dblp:conf/nas/RealRBP15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7msyrc2hfben5ficykg45rw3hm">fatcat:7msyrc2hfben5ficykg45rw3hm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812121034/http://lucasvr.gobolinux.org/publications/2015-IEEE_NAS-UnifiedScheduler-LTFS.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/59/d1/59d197be6848db74b1d0323ba87b19f1c3dec3c3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/nas.2015.7255232"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An Exact Algorithm for the Linear Tape Scheduling Problem [article]

Valentin Honoré
<span title="2022-05-04">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Their main interests are a large capacity and a low price per gigabyte, which come at the cost of a much larger file access time than on disks.  ...  For instance, minimizing the average service time for several read requests on a linear tape remains an open question.  ...  Acknowledgments We thank Pierre-Emmanuel Brinette for fruitful discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.09384v3">arXiv:2112.09384v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oap6zo2tgzd3te2usxnugsecva">fatcat:oap6zo2tgzd3te2usxnugsecva</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220506113035/https://arxiv.org/pdf/2112.09384v3.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/ef/6c/ef6c1b5d0a52855373f9eb41acabd758dbbd09dd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.09384v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Fifty years of IBM innovation with information storage on magnetic tape

R. Bradshaw, C. Schroeder
<span title="">2003</span> <i title="IBM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cr766v23pncdhc7hmikak4m7pi" style="color: black;">IBM Journal of Research and Development</a> </i> &nbsp;
built the products, sold IBM tape to customers, and serviced and supported tape products all over the world for more than 50 years, and who will continue to do so.  ...  No history of IBM tape could be made, furthermore, without a sincere acknowledgment of the many people who hold the patents, designed the devices and subsystems, integrated the software and functions,  ...  A timing-based servo, invented by IBM, provides very precise position information to the drive so that interleaved bands of data can be written in a serpentine manner, eight tracks at a time, to construct  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/rd.474.0373">doi:10.1147/rd.474.0373</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/43a4rgjr7fdjhhaqdnytstjhlq">fatcat:43a4rgjr7fdjhhaqdnytstjhlq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060614044014/http://ed-thelen.org:80/1401Project/history-of-tape.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/c0/bc/c0bc697ae5151450cd0e2cea6ad06d413ca4834a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/rd.474.0373"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

DedupT: Deduplication for tape systems

Abdullah Gharaibeh, Cornel Constantinescu, Maohua Lu, Ramani Routray, Anurag Sharma, Prasenjit Sarkar, David Pease, Matei Ripeanu
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f7qw4mfk45hgfchxeziw7o6qcm" style="color: black;">2014 30th Symposium on Mass Storage Systems and Technologies (MSST)</a> </i> &nbsp;
However, deduplication has not been used for tape-based pools: tape characteristics, such as high mount and seek times combined with data fragmentation resulting from deduplication create a toxic combination  ...  This paper (i) details the main challenges to enable efficient deduplication on tape libraries, (ii) presents a class of solutions based on graph-modeling of similarity between data items that enables  ...  Tapes low cost per gigabyte, low bit error rate, performance, ability to support filesystem-like access, long shelf-life time and small physical footprint strongly suggests that it will continue to be  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/msst.2014.6855555">doi:10.1109/msst.2014.6855555</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mss/GharaibehCLRSSPR14.html">dblp:conf/mss/GharaibehCLRSSPR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lbvxcmecgbfpfllu6r3ssi5bbq">fatcat:lbvxcmecgbfpfllu6r3ssi5bbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810205851/http://storageconference.us/2014/Papers/22.DedupT.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/36/98/3698fbef9c0e7e4d9ff17e75f6b41543ead5a7a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/msst.2014.6855555"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Control Methods in Data-Storage Systems

Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w55uhp5h3rdubpws6c5kic4vxm" style="color: black;">IEEE Transactions on Control Systems Technology</a> </i> &nbsp;
Index Terms-Control systems, hard-disk drive, holographic data storage, optical-disk drive, scanning-probe data storage, servomechanism, tape drive. Manuscript  ...  This paper presents a comprehensive overview of advanced servo-control methods for data storage.  ...  advantage of being a low-cost removable medium [116] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcst.2011.2176942">doi:10.1109/tcst.2011.2176942</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e6kbabrwwbghhebyb2kidgncrm">fatcat:e6kbabrwwbghhebyb2kidgncrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721224803/http://reza.moheimani.org/lab/wp-content/uploads/J12g.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/b1/73/b173d756a402220e9e92e436e59382e3aee6e5c8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcst.2011.2176942"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Survey of Storage Systems for High-Performance Computing

<span title="">2018</span> <i title="FSAEIHE South Ural State University (National Research University)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ut52ymkqynfbhjyzwhwl44xhvq" style="color: black;">Supercomputing Frontiers and Innovations</a> </i> &nbsp;
In current supercomputers, storage is typically provided by parallel distributed file systems for hot data and tape archives for cold data.  ...  There is a wide variety of file systems to choose from, each tuned for different use cases and implementing different optimizations.  ...  This material reflects only the authors' view and the EU commission is not responsible for any use that may be made of the information it contains.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14529/jsfi180103">doi:10.14529/jsfi180103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hi3qctpl7rfvjgl53pxmqwqviy">fatcat:hi3qctpl7rfvjgl53pxmqwqviy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721120850/http://superfri.org/superfri/article/download/162/259" 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/4f/bc/4fbc6836aca4b3d71274c1f19977da8b0e2b95c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14529/jsfi180103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

MEMS-based integrated-circuit mass-storage systems

L. Richard Carley, Gregory R. Ganger, David F. Nagle
<span title="2000-11-01">2000</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i6iajiiyxvgz3ob6jwcn2pufni" style="color: black;">Communications of the ACM</a> </i> &nbsp;
devices, as well as support for multitude of "intelligent" gadgets.  ...  Abandoning the rotating disk paradigm, simple miniature microelectromechanical systems position probe tips over the storage media, potentially creating a new generation of nonvolatile rewritable mass storage  ...  Optical micrograph of an IBM giant magnetoresistive head for writing and reading data on a computer's magnetic hard disk drive disk drive access times have been minimal, creating a significant performance  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/353360.353367">doi:10.1145/353360.353367</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sx3n7lyy7fgc5eymmdf675fkqa">fatcat:sx3n7lyy7fgc5eymmdf675fkqa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20010613210522/http://www.pdl.cs.cmu.edu:80/PDL-FTP/Storage/CARLEY_CACM.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/1d/44/1d44e1dedc953808723b74e89998d7de794c915d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/353360.353367"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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