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 <office:meta><dc:title>Distributed Media Versioning (DMV)</dc:title><meta:initial-creator>Mike Murphy</meta:initial-creator><dc:creator>Mike Murphy</dc:creator><meta:editing-cycles>43</meta:editing-cycles><meta:creation-date>2017-06-14T19:09:15.077757345</meta:creation-date><dc:date>2017-11-29T15:45:01.303628480</dc:date><meta:editing-duration>PT14H35M55S</meta:editing-duration><meta:generator>LibreOffice/5.4.1.2$Linux_X86_64 LibreOffice_project/40m0$Build-2</meta:generator><dc:subject>30min Presentation for Thesis Defense</dc:subject><meta:document-statistic meta:object-count="121"/><meta:user-defined meta:name="AppVersion">14.0000</meta:user-defined><meta:user-defined meta:name="Company">Agendum AS</meta:user-defined><meta:user-defined meta:name="HiddenSlides" meta:value-type="float">0</meta:user-defined><meta:user-defined meta:name="HyperlinksChanged" meta:value-type="boolean">false</meta:user-defined><meta:user-defined meta:name="LinksUpToDate" meta:value-type="boolean">false</meta:user-defined><meta:user-defined meta:name="MMClips" meta:value-type="float">0</meta:user-defined><meta:user-defined meta:name="Notes" meta:value-type="float">0</meta:user-defined><meta:user-defined meta:name="PresentationFormat" meta:value-type="string">On-screen Show (4:3)</meta:user-defined><meta:user-defined meta:name="ScaleCrop" meta:value-type="boolean">false</meta:user-defined><meta:user-defined meta:name="ShareDoc" meta:value-type="boolean">false</meta:user-defined><meta:user-defined meta:name="Slides" meta:value-type="float">2</meta:user-defined></office:meta>
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      <text:p text:style-name="P11"><text:span text:style-name="T9">Michael J. Murphy, John Markus Bjørndalen, Otto J. Anshus</text:span></text:p>
      <text:p text:style-name="P11"><text:span text:style-name="T9"/></text:p>
      <text:p text:style-name="P11"><text:span text:style-name="T9">University of Tromsø</text:span></text:p>
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        <text:p text:style-name="P21"><text:span text:style-name="T10">CAP theorem: focus on </text:span><text:span text:style-name="T10">availability</text:span></text:p>
       </text:list-item>
       <text:list-item>
        <text:p text:style-name="P21"><text:span text:style-name="T10">Do they scale?</text:span></text:p>
       </text:list-item>
       <text:list-item>
        <text:p text:style-name="P21"><text:span text:style-name="T10">Why not?</text:span></text:p>
       </text:list-item>
       <text:list-item>
        <text:p text:style-name="P21"><text:span text:style-name="T10">Experiments with large files </text:span><text:span text:style-name="T10">and many files</text:span></text:p>
       </text:list-item>
       <text:list-item>
        <text:p text:style-name="P21"><text:span text:style-name="T10">Prototype</text:span></text:p>
       </text:list-item>
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     <draw:text-box>
      <text:p>Scalability?</text:p>
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        <text:p>Designed for source code</text:p>
       </text:list-item>
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        <text:p>Text files, kilobytes</text:p>
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        <text:p>Line-based diff for compression</text:p>
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        <text:p>Trouble with binaries</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>No sub-file compression</text:p>
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       <text:list-item>
        <text:p>Repo size keeps growing</text:p>
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     <draw:text-box>
      <text:p>Efforts to Manage Large Files in Git</text:p>
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        <text:p>Git-annex, Git-media, Git Large File Storage (Git LFS)</text:p>
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       <text:list-item>
        <text:p>All store the file somewhere else, with a pointer in the repo</text:p>
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        <text:p>Boar, Bup</text:p>
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        <text:p>Use Rsync rolling hash algorithm to break files into chunks</text:p>
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        <text:p>Content-addressable</text:p>
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          <text:p>Hash file → Blob</text:p>
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          <text:p>Hash dir → Tree</text:p>
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          <text:p>Hash state → Commit</text:p>
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        <text:p>De-duplicates</text:p>
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        <text:p>Immutable</text:p>
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        <text:p>Append only</text:p>
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        <text:p>Can always append</text:p>
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        <text:p>Easy to sync</text:p>
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        <text:p>Can verify hashes</text:p>
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      <text:p/>
     </draw:image>
     <svg:title>git</svg:title>
    </draw:frame>
    <presentation:notes draw:style-name="dp2">
     <draw:page-thumbnail draw:style-name="gr16" draw:layer="layout" svg:width="13.968cm" svg:height="10.476cm" svg:x="3.81cm" svg:y="2.123cm" draw:page-number="5" presentation:class="page"/>
     <draw:frame presentation:style-name="pr12" draw:text-style-name="P20" draw:layer="layout" svg:width="17.271cm" svg:height="12.572cm" svg:x="2.159cm" svg:y="13.271cm" presentation:class="notes" presentation:user-transformed="true">
      <draw:text-box>
       <text:p>(Only wimps use tape backup: _real_ men just upload their important stuff on ftp, and let the rest of the world mirror it ;) — Linus Torvalds</text:p>
      </draw:text-box>
     </draw:frame>
    </presentation:notes>
   </draw:page>
   <draw:page draw:name="page6" draw:style-name="dp4" draw:master-page-name="Tittel_20_og_20_innhold" presentation:presentation-page-layout-name="AL5T3">
    <office:forms form:automatic-focus="false" form:apply-design-mode="false"/>
    <draw:frame presentation:style-name="pr13" draw:layer="layout" svg:width="21.888cm" svg:height="3.379cm" svg:x="1.862cm" svg:y="0.834cm" presentation:class="title" presentation:user-transformed="true">
     <draw:text-box>
      <text:p>Handle Binary Files: Break files into chunks</text:p>
     </draw:text-box>
    </draw:frame>
    <draw:frame presentation:style-name="pr11" draw:layer="layout" svg:width="10.693cm" svg:height="12.152cm" svg:x="1.862cm" svg:y="4.864cm" presentation:class="outline" presentation:user-transformed="true">
     <draw:text-box>
      <text:list text:style-name="L3">
       <text:list-item>
        <text:p>Use rolling hash<text:line-break/>ala rsync</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Binary files OK</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Chunks by content</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>De-duplicates unchanged chunks</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Hash chunks<text:line-break/> <text:s text:c="5"/>→ Chunked Blob</text:p>
       </text:list-item>
      </text:list>
     </draw:text-box>
    </draw:frame>
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     <svg:title>prototype</svg:title>
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     <draw:text-box>
      <text:p>Prototype System:<text:line-break/>Distributed Media Versioning (DMV)</text:p>
     </draw:text-box>
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       <text:list-item>
        <text:p>Goal:</text:p>
        <text:list>
         <text:list-item>
          <text:p>Handle binary/large files</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Distribute repository</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Incomplete</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Basic version control features working</text:p>
        <text:list>
         <text:list-item>
          <text:p>Commit / checkout</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Log</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Branch and merge</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Subset checkout/commit working</text:p>
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      <text:p>Experiment Methodology</text:p>
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       <text:list-item>
        <text:p>Four VCSs: Git, Mercurial, Bup, DMV prototype</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Control VCS: simple copy (<text:span text:style-name="T11">cp</text:span>)</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Python script:</text:p>
        <text:list>
         <text:list-item>
          <text:p>Reformat partition</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Generate random data (<text:span text:style-name="T11">/dev/urandom</text:span>)</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Commit with VCS, record command run time (wall-clock)</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Data increases exponentially, includes intermediate steps:</text:p>
        <text:list>
         <text:list-item>
          <text:p>File sizes 1 B to 96 GiB, by power of 2, w/ extra step at 1.5x:</text:p>
          <text:list>
           <text:list-item>
            <text:p>1 MiB, 1.5, 2, 3, 4, 6, 8, 12, 16, 24, 32, 48 ,64 …</text:p>
           </text:list-item>
          </text:list>
         </text:list-item>
         <text:list-item>
          <text:p>File counts 1 to 10 M, by power of 10, w/ extra steps at 2.5x, 5x, 7.5x:</text:p>
          <text:list>
           <text:list-item>
            <text:p>10, 25, 50, 75, 100, 250, 500, 750, 1 000, …</text:p>
           </text:list-item>
           <text:list-item>
            <text:p>Each file, 1 KiB</text:p>
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      <text:p>Experiment Platform</text:p>
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       <text:list-item>
        <text:p>4 nearly identical PCs</text:p>
        <text:list>
         <text:list-item>
          <text:p>One full experiment run on each</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Hardware</text:p>
        <text:list>
         <text:list-item>
          <text:p>Hewlet Packard desktop PC</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Intel Core 2 Duo CPU E8500 @ 3.16GHz</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>8 GiB RAM</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>SATA hard disk (not SSD)</text:p>
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        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Operating system</text:p>
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         <text:list-item>
          <text:p>Debian Linux 8.6 (Jessie)</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Linux Kernel 3.16.0</text:p>
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        <text:p>Filesystem</text:p>
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         <text:list-item>
          <text:p>197 GiB LVM partition</text:p>
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         <text:list-item>
          <text:p>Ext4 filesystem</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>4 KiB block size</text:p>
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         <text:list-item>
          <text:p>I/O scheduler: CFQ</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>DMV compilation</text:p>
        <text:list>
         <text:list-item>
          <text:p>Rust stable 1.15 or 1.16</text:p>
         </text:list-item>
         <text:list-item>
          <text:p><text:span text:style-name="T11">--release</text:span> compiler flag</text:p>
         </text:list-item>
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      <text:p>Results: Increasing File Size</text:p>
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     </draw:image>
     <svg:title>Gnuplot</svg:title>
     <svg:desc>Produced by GNUPLOT 5.0 patchlevel 7 </svg:desc>
    </draw:frame>
    <presentation:notes draw:style-name="dp2">
     <draw:page-thumbnail draw:style-name="gr16" draw:layer="layout" svg:width="13.968cm" svg:height="10.476cm" svg:x="3.81cm" svg:y="2.123cm" draw:page-number="10" presentation:class="page"/>
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     </draw:frame>
    </presentation:notes>
   </draw:page>
   <draw:page draw:name="page11" draw:style-name="dp4" draw:master-page-name="Tittel_20_og_20_innhold" presentation:presentation-page-layout-name="AL2T1">
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     <draw:text-box>
      <text:p>Results: Increasing File Size</text:p>
     </draw:text-box>
    </draw:frame>
    <draw:frame presentation:style-name="pr11" draw:layer="layout" svg:width="21.912cm" svg:height="12.152cm" svg:x="1.862cm" svg:y="4.864cm" presentation:class="outline" presentation:user-transformed="true">
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      <text:list text:style-name="L3">
       <text:list-item>
        <text:p>96 GiB: largest that could fit 2x on 197 GiB partition</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>2 GiB</text:p>
        <text:list>
         <text:list-item>
          <text:p>RAM limitations of diff algorithm come into play</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Mercurial commit aborts with error message</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Git commit succeeds, but gives warning, GC fails</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>DMV, Bup OK — break into chunks</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Speed</text:p>
        <text:list>
         <text:list-item>
          <text:p>Copy fastest, then Bup, then Git. DMV slowest.</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>DMV converts “big file” problem into “many files” problem</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
      </text:list>
     </draw:text-box>
    </draw:frame>
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     <draw:page-thumbnail draw:style-name="gr16" draw:layer="layout" svg:width="13.968cm" svg:height="10.476cm" svg:x="3.81cm" svg:y="2.123cm" draw:page-number="11" presentation:class="page"/>
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   <draw:page draw:name="page12" draw:style-name="dp4" draw:master-page-name="Tittel_20_og_20_innhold" presentation:presentation-page-layout-name="AL2T1">
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     <draw:text-box>
      <text:p>Results: Increasing File Size — Repo Size</text:p>
     </draw:text-box>
    </draw:frame>
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      <text:p/>
     </draw:image>
     <svg:title>Gnuplot</svg:title>
     <svg:desc>Produced by GNUPLOT 5.0 patchlevel 7 </svg:desc>
    </draw:frame>
    <presentation:notes draw:style-name="dp2">
     <draw:page-thumbnail draw:style-name="gr16" draw:layer="layout" svg:width="13.968cm" svg:height="10.476cm" svg:x="3.81cm" svg:y="2.123cm" draw:page-number="13" presentation:class="page"/>
     <draw:frame presentation:style-name="pr12" draw:text-style-name="P20" draw:layer="layout" svg:width="17.271cm" svg:height="12.572cm" svg:x="2.159cm" svg:y="13.271cm" presentation:class="notes" presentation:placeholder="true" presentation:user-transformed="true">
      <draw:text-box/>
     </draw:frame>
    </presentation:notes>
   </draw:page>
   <draw:page draw:name="page14" draw:style-name="dp4" draw:master-page-name="Tittel_20_og_20_innhold" presentation:presentation-page-layout-name="AL2T1">
    <draw:frame presentation:style-name="pr15" draw:layer="layout" svg:width="21.888cm" svg:height="3.379cm" svg:x="1.862cm" svg:y="0.834cm" presentation:class="title" presentation:user-transformed="true">
     <draw:text-box>
      <text:p>Results: Increasing Number of Files</text:p>
     </draw:text-box>
    </draw:frame>
    <draw:frame presentation:style-name="pr11" draw:layer="layout" svg:width="21.912cm" svg:height="12.152cm" svg:x="1.862cm" svg:y="4.864cm" presentation:class="outline" presentation:user-transformed="true">
     <draw:text-box>
      <text:list text:style-name="L3">
       <text:list-item>
        <text:p>Limitation: inodes</text:p>
        <text:list>
         <text:list-item>
          <text:p>Store file-per-file: run out of inodes</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>197 GiB partition: ~13 M inodes</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>7.5 M files x2 → 15 M inodes → disk “full”</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Bup OK — packs files together</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Speed: sequential vs random writes</text:p>
        <text:list>
         <text:list-item>
          <text:p>Git and DMV slowest</text:p>
          <text:list>
           <text:list-item>
            <text:p>filenames by hash, effectively random</text:p>
           </text:list-item>
          </text:list>
         </text:list-item>
         <text:list-item>
          <text:p>Copy, Bup, and Mercurial fastest</text:p>
          <text:list>
           <text:list-item>
            <text:p>Copy, Mercurial: filenames by input file names</text:p>
           </text:list-item>
           <text:list-item>
            <text:p>Bup: append to pack files</text:p>
           </text:list-item>
           <text:list-item>
            <text:p>Both: sequential writes</text:p>
           </text:list-item>
          </text:list>
         </text:list-item>
        </text:list>
       </text:list-item>
      </text:list>
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      <text:p>Conclusions</text:p>
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       <text:list-item>
        <text:p>We have rediscovered the limits of the Unix filesystem</text:p>
        <text:list>
         <text:list-item>
          <text:p>4 KiB block size: smaller files waste disk space</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Total number of files limited by inodes</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Filesystem optimized for sequential writes</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Random file-name writes much slower</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
       <text:list-item>
        <text:p>Key to storing large files (&gt;RAM): break into many files</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>Key to storing many files (&gt;inodes): pack back together</text:p>
       </text:list-item>
       <text:list-item>
        <text:p>In the process, restructure data as DAG</text:p>
        <text:list>
         <text:list-item>
          <text:p>Content-addressable storage de-duplicates</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Append-only structure easy to sync</text:p>
         </text:list-item>
         <text:list-item>
          <text:p>Useful ways to shard data</text:p>
         </text:list-item>
        </text:list>
       </text:list-item>
      </text:list>
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