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 148 </head><body>I was asked to test the difference in speed between network reads and network writes. Now, of course, a lot of this is highly tuneable and depends on various things like protocol used (NFS vs SMB), whether you are writing over a LAN or a WAN, the rated speed of those links (1G vs 100M vs 10M or less), as well as the options used (for NFS things like rsize, wsize to name a few). However as currently configured the following test was done:<br><br>I created a file of some size (336M) which I will copied between local and remote file systems using a push strategy and a pull strategy. Lacking having root capability needed to mount filesystems via NFS between say San Jose and Irvine or playing around with SMB I decided to use my home directory, which is NFS mounted, and the local file system of /tmp.&nbsp; By push I mean that cp copying the file from /tmp to my home directory which is NFS mounted thus over the network. By pull I mean that cp was copying the file from my NFS mounted home directory and writing it to /tmp. Therefore push = local reads with network writes and pull = network reads and local writes. Here are the results...<br><br>First I did a little loop:<br><blockquote><tt>Xl-irv-05:i=0; while [ $i -lt 100 ]; do<br>/usr/bin/time -f %E -a -o pull.csv cp ~/336megfile /tmp/336megfile<br>let i=i+1<br>done</tt><br></blockquote>This pulls this 336megfile 100 times from my home directory to the local /tmp directory. The GNU time command is used to capture the time each of these takes. Network conditions and system workloads can cause this to vary so I take 100 samples.<br><br>Similarly this loop does the push:<br><blockquote><tt>Xl-irv-05:i=0; while [ $i -lt 100 ]; do<br>/usr/bin/time -f %E -a -o push.csv cp /tmp/336megfile ~/336megfile<br>let i=i+1<br>done<br></tt></blockquote>Doing a little Excel yields:<br><br><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvgAAAH2CAIAAACKom9ZAAAgAElEQVR4nO2d/28UR97n/XfN/4DMnfdYP+GWCyE3u+ySJ2EfjkQsgpDAmKxxdpbV8iARdpUgw97DctqQPBOeBD8xYByEEoRIFJEMAUUkyvmiYEUhQiZCvh/Kbsrd1dXVX6qrqvv10usHM57G5Zl2z7urPlU1cvz48R4AAABA4zh+/PhIr9dbBgAAAGgcvV6PoAMAAADNhKADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI3FOOgMuiMrdPpDzXelbysfBAAAAKgLs6Az7HdGugPx9aA7En29HD20mmSG/c7K18oHAQAAAOrDKOjIOWdNgokekJLPyreVDwIAAADUiFmPzppenLWxJ/HvYb/T6Q+VD6b999PT09Euo7///e9tb2QKAAAAaUxPTxcJFL7SM6zRkept4iU35YNOrEE5mg8AAACQjmnQkVg7KJUIOmKUSvmgYYPyNAYAAAAgldxBR1GLLNcaR18rHzRrkHljAAAAADSYBZ1hvxMNW62pSl79lzSytfb7iQcNGpT3dwAAAABQUmDoyi5eNQYAAACChqADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI2FoAMAAACNhaADAAAAjYWgAwAAAI3FOOgMuiOrdPpDo+/qD0lvkHnrAQAAADQYBp1BN8oqw35npDvQfVd8rXzQqEF52g8AAACQShVBZ9CVH1h5qvJBswYZNh0AAADMefRwyXUTHGA8dDXsd1aGoWLdOfHkM+x3Ov2h8sG0/3t6erq3ysTERA8AAACq5tSvun/c/bvMp01PT+ePE/7SMww6w35nZKQ7EHFnbdQpH3RiDTJuPAAAAJjyycSBuY3jP9z+wnVDasUs6KwZeYqPXcX+LZ6rfNCwQaZtBwAAAGOu7941u35d27JOgaAz6Mb6dORa4+hr5YNmDcr3GwAAAIABIui0LeuYDl1JU8WjzCIlHunbjzOQ8kGDBuX+JQAAACCLa8/vEEGnVVnHNOjUhleNAQAAaAxXuluioNOerEPQAQAAaAWxoDO7ft3VbVtdN8o6BB0AAIBWkAw6V7pbXDfKOgQdAACAVhBLOQQdN3jVGAAAgMaQDDoXN4y5bpR1CDoAAACtIBl0Ztevc90o6xB0AAAAms/S4j2Cjhd41RgAAIBm8GBhQRl0frp/33XT7ELQAQAAaD5pQefBwoLrptmFoAMAANB8frj9BUHHC7xqDAAAQDNY/PiGMug0fnFkgg4AAEDzSQs6ix/fcN00uxB0AAAAms931z4i6HiBV40BAABoBt/MnFcGne+ufeS6aXYh6AAAADSftKDzzcx5102zC0EHAACg+RB0fMGrxgAAADSDO6dOKoPO1+cGrptmF4IOAABA80kLOndOnXTdNLsQdAAAAJoPQccXvGoMAABAM/j86BFl0Ll94nXXTbMLQQcAAKD53DzcVwadm4f7rptmF4IOAABA8yHo+IJXjQEAAGgGn0wcIOh4gVeNAQAAaAbXd+9SBp3ru3e5bppdCDoAAADNh6DjC141BgAAoBlce34HQccLvGoMAABAM7jS3aIMOle6W1w3zS4EHQAAgOZD0PEFrxoDAADQDAg6vuBVYwAAAJqBMuXMrl93ccOY66bZhaADAADQfNKCzuz6da6bZheCDgAAQPMh6PiCV40BAABoAEuL9zRBZ2nxnusGWoSgAwAA0HAeLCxogs6DhQXXDbQIQQcAAKDhEHQ8yhZeNQYAAKAB/HD7C03Q+eH2F64baBGCDgAAQMNZ/PiGJugsfnzDdQMt4mPQaXZVFAAAQM0QdPwKOs0eLAQAAKiZ7659pAk63175wHUDLeJj0Pnxq7uuWwEAANAcvpk5rwk638ycd91Ai/gYdJrdhwYAAFAzBB2CDgAAQGPRB527Z9903UCLmAWdQXdkDd1B+hM6/aHuQYMGNXuwEAAAoGbunDqpCTp3Tp103UCL5O/RGXQTOWfQjZLMsN9Z+Vr5oFGDmt2HBgAAUDMEHfOgM+x3VDlHemgl4CgfNGsQQQcAAKBC9EHn9onXXTfQIjmDjiqwxLLPsN/p9IfKB9P+1+np6d4qExMTJ37z6x4AAABUxKlfdTVB59+efkp+8vT0dJ4g4Tu9PEFH1Z1TRdCJNajZfWgAAAA1c/NwXxN0bh7uu26gRfIEnUFXUYacCDqi00f5oGGDbh0/ZtQeAAAAMEAfdD6dmnTdQIvkCDqpYUWuNY6+Vj5o1qBmR0sAAICa+XRqUhN0ru/e5bqBFjEOOophK6mHR5pJ/vhJygcNGkTQAQAAqJDru3cRdHyh1+s1+xUHAACoGYIOQQegdbB7LkB70AedK90trhtoER+Dzofbn3XdCoDmw14rAO3hSncLQccXer1es19xAE/48sxp100AgJog6BB0AFoHVf8A7UEfdGbXr3PdQIv4GHSa/YoDeMLVbVtdNwEAauLihjGCji8QdADq4eKGsUcPl1y3AgDqQJ9ymv2x62nQ+en+fdcNAWgyP92/P7t+HROvAFpCZtBp8NXA06DT4FccwAd+uP3F7Pp1P9z+wnVDAMA64saGoOMLBB2AGvj2ygez69cxwxygDTxYWCDoeBd0uP4CWOXu2Tdn16/79soHrhsCANYxCTrff3bTdTNtQdABaCO3jh+bXb/um5nzrhsCANb58au7mUGnwR+7ngYdbjQBrCK2MmbNQIA2sPjxDYKOd0GHG00Aq1x7fsfs+nV3Tp103RCPYLInNBWToLNw6YLrZtqCoAPQRuY3b5pdv+7zo0dcN8QjGlyjAC3HJOg0+GPX06BDjzqAPR49XBKXNnaBkLl79k3XTQCwwjcz5wk63gUdetQB7BFVJl7fvct1Wzzi06lJ100AsIJJ0Glw0Pc06Nw+8brrhgA0lqgf+9rzO1y3xSPYThiaiknQaXD/gqdBhx51AHtEVz0+2iPE0rFs/gWN5Mszpwk6BB2AFnHn1ElxaZvfvMl1W3xB7IlReHFYZmyBz0R/8hpvHT/mupm28DTo3Hhpr+uGADSWm4f70dXNdVt8ocyeGEuL93786m7lTQKoCpOg0+D+BU+DDjWSAPa4vntXdHWjK0JQZk+M7z+72eDF1qABiJXQCTq+IIIONZIA9ri6bWt0dWvwTn65EJ8EX58bFDj2m5nzDV5sDRqA3ImbZoNnHXoadKiRBLDHxQ1j0dXth9tfuG6OF3wycaBwPebtE683eGouNACToNPggRSCDkC7WFq8J1/dGHMRfLj92cK9959OTTZ4xgo0ALG3HUHHF0TQubhhzHVDAJrJ95/dlK9uNY+5LC3eq/PHmTO3cbzwNIgPtz/b4PoGaAByWV6aDa4Y8TToMBkEwBILly7IV7ea133/dGrSw7VqxCI6ha/1cxvHmSgKPmMSdBo8kOJv0PHwagjQAMT0osia95Wb2zjuYd2uWESn2LVeDAU2+G4YGgBBx9Ogw2QQABvEJprWWVwitp7wcHKHWESnWF+yGAps8IcENIAr3S2ZQafBy4cSdADahZheFFlncYlYtezihjHf+mvlXq68VUTRfhqW2gZQHpOg0+Bz2N+g8/1nN123BaCBiOlFZYLO0uK97659VOBHX3t+h5MK6EzkXq688+1vn3hdHMjSi+AtBB1Pgw6zXgFsML95k3xpKzCn9OtzgwLxKCr49XD0Su7lynvliSbusgsEeIu8dBZBxz1R0Cl2ywgAGh49XIpd2gpU0V7fvavAcL4828u30Su5lyvvNLToWO7NwFtMUk6DK0b8DTo1z3oFaAM/fnU3dmnLW0UbrTeY93M9tjarV6NXYhGd2ULT0KJjuWQ1Hq/SeS4IOgQdgLbw3bWPYpe2vH0zUd3u7ROv5zowViXgz+iVPKY2u37drePHzI+Vl5lmF4jGU2zPV+fEznCCjnuioFPz8h4AbeDrc4OSA/NRQXGurqBkT5I/o1fRIjoFEpi8zHTe5AfBEehGHw8WFgyDTlOHX/0NOoGeUgA+IyZ4xzSfLhS7YpqX38ZWKfRq9EpeRGc2Z3V2NLd81mz+mrc7YEAmS4v3/OmGzAVBh6AD0CKUmxib91d/eea0fKB5t+uNl/Ymf64nHxuxEHZ121bzY6O55bMG+2T9dP8+I/Lh8t21jwLd9jLZn0rQcUwUdNgkD6BylCvBm68cE1uDx3DG1qOHS8rZrZ6MXsWWip7bOG5+rLwp9Ifbn9U/+YfbX7AlVrjcPftmrhDsD2JFchM96WStHIIOQItQrhtmeBunvC80GYvRXGd9uLDGloqezbPRnpz8MouWvr3ygSfZDgrw+dEjuUKwP5gHnab2OPobdD6ZOOC6LQBNo0zaUNb3fH1ukHlgrMvEt9GrWDfVbJ6xPHle+mxWWbcYI/Mh20EBRBm+61YUgaDjb9AJdDQUwFvSahINr25Xt21NHmsyFpNMEpE+9HDEwop5F5c8t9ykf0sEPvqqA0UsKR7iBGy5ZF5vUyc75wg6g+7IKt34TZz0vU5/qHvQoEEEHQAbyHOh817dYnOw5aSin7SVOePDbQ+HcokRw+VSkq+nvtpJFPTMbRx3nu0gL9F5EuImjOZBp6lzgEyDzqCriDfSN1eTzLDfWfla+aBRg8QrnnfBVgDQI2/CkPfqJk8vypVUMi+ybkevlAHOZDxuWfWr6buCoiWImjq3pcFEoTbEvYkIOoZBZ9BNjzmxb64EHOWDZg0i6ADYIDY5PNJkMEWz+7H+cHleUlqfkMMejtgiOrku98nwpx8EjLZT/fzokYqaDzURrbQZYhWLchUrpU09M82CzrDf6XQ6KSNXw35HfmTY73T6Q+WDaf/99PR0b5WJiQnxip8fW98DgOr437/8n8qr2789/ZT+wD/9TjEpPfL82PqDB/anHXt+bH3m5fWPu39X9e9qyl//+ZkCL4jg71s2xw58/ZnfpD354IH90dP+4+c/q+43gDo49auueO9O/ObXrtuSmxO/+bVh0InO/Onp6YKZwkt6pkHncWyJj2KVDzqxBkUvuukvAQAGJOdRCzPr4TTTpma1YzFpVUGGh9eA8lczXO0mWWSt2QUiNjnffO0i8IFoxcsQ+zyU8yWVNrVSvkDQiY9jxTKNGKVSPmjYIIIOgA3SZj9lrvsXjbmkmXb1N7zCOhwOUIY/w4UQk9O1NJ8Tse1Um1oM0VSiKYc+LIiQF02BXcymrupiFnTkMJOsLJYfib5WPmjWoOhFD3EiH4C3JD+Yhfp6OJNFONL+B+VCzEkd7vutnDNvUiCYnFs+q+0bi22nmrmMMvjDo4dLJm+xtyg3flEa4m9ngmHQEWElVqIjjWEpp57r5qPrGkTQAagc5Txq4fzmTZoD00qYY0bTbh89XFq4dOHm4X5arkrqcN9v5d4UswbdycpROU18Sd5Vc30LBXlqXoizZAg6xkGnLuSgwzA2QFWkLYST+bn++dEjJpfIz48e+frcIK0MSK+rygBlr4wwc2uLWA9NZmRMftg47MeCXMjrMoS4C4R50GlqR6PXQYfVJgCqIlYjElOz6J9y4/FqdbXVpaZWOvMuK63uIe35yVG8pt49N4/Yex3ceo+GI8izYfZXmUDQAWgFyh6ISM0wirKKpVoNi38rJ20FRZOLT1rfVVpXkHIhIv2i0uAJsfc6uDFHgo7XQSfEpZkA/EQ/80KzsH1aFUuFurq8asqPMi8+aVPY0rqCiv0U8IHYex3cLhDmQUdfrhcuBB2AVqBfoTitA0NTxVKhFzeM1fxqCDTlR5n7f6XlP+UWAWkbfjV1Nm/DiL3Xhluh+UOuTlnXjbWC10GHYr3goCveW6KNlpSm7VdlMre8Ep2cOZryo1vHj2kO1OQ/5e1Z2svow+btoCe20mPaW+wzmv1bCDpukIMOa2oFR4g73rUE/aJ/addu8+0AS+qk7kFzp6tfF06T/5RdQZqXMbjuAU+o7YRJ7oYW3AdTrqDTyORN0IEquXv2zcx5uVA/mkV09H9r5ovHl9TJzANN+ZF+SpSmslvZFaR5GUPcUsAHautWSRZyBfeWma9oNRtgqbUJXgedpu670WBuHT8WXKVeG8jccyot6JivwFHS+js29OVHV7dt1RyrqexWXrU0xUCU6RSjtrSR/BMI7i3L9ZdI0KkDgk7QfDJxIK3aAxyin1uu+Vszn69R0q/PGa+eXhH68KdfF06zLqKyK0hTDORqan3o1La0XbK4LbgFkHL9Jf741V3X7a0er4NOiNuntZwPtz/LgKOHZG4/nva3lrmdZ1XWf9poFtERaooV0uaWz6Z0BWmKgZo6odcqP92/X9tMveS4T1iLzcgbdZnYyOXrvA46wQVnmNs4Tj+ch2Subqz8W8t7iSxj/XUPmXt4afrwNcU9yuCiX4vI5m/ZTMRMqBrKAZXjm65WQyhG2tIGBB2XEHTCRVS88q7JeDKFIbNjRjmAkpxYa8/6u28z9/AqvLZQ3uc3sirCKmLWWw3lgGkbp3jyd20CQWfZ86CjrwcE3xDbRobVr2sbH0qzM6dcpb1r+u2xqrX+fJzZy5VWH525tlAsuGRWgvtwkoSFmK5fQwH73bNvhp5N8wad4FYJMsHroMNHZlhEC04EdLtjGx8qljI/aGdTam8zS5grtP67mszlYtPqozNfllhwySwGon4/L2K6fg0ryqZ1+wXU7ZF3zU+CTh3IQYcyvbCI7n4aWbdfjE+nJp3f/BnmleSB+u2xqlU/y8kGmXt4pYVUzZQrYWzZzLRegUiWgM+LyB/61asrIa3bL6BlHgk6y54HHeXFF7wlmtrD+sgR157f4fzVyJxyJUxuwpD5iV6tdb4mJsN5yrJ6k82/Yh8Vma//7ROv1/V7NwRxZtZQ15VW3Fb/agiFyRt0fOiErhyCDlRG9LkY0FXANvObNzm/X88sRhEme540k6htWGfXl6gn03vjpb3JAzPnaiU/KjLzIuto5EWcmbaXINKk4YDSQObIabi/mjm+Bx32EwiI6HORO1SBmJ7tfMF4w51ukiWxuVaOL+8Pt7+o7TVJbmCUVPk5arIRdGxIJTMvMlExL6KjxXZtg6a4zfkftTl5t6sj6NRBLOg4r28Ac6LPxeCWSLeEmJ7tdulb87VwYvWVJoM71VrnGF9m3cysajKE4ShArIcmMy8y6yIv0Utn9adoitsCusTlDToBZThzfA86lLWGgvy5WNvq7J4jpmfXX2YrYzJGI4zN/TE/sCrrrII0rLOOHWW485fcQ2OSF8NagM458nxpq3fCmuKqgDbuMMn0so1c8dX3oBPQLL6WI38uuv1o94foEuNwBNZ8hD6WM0wGd6r1yzOna3tZPp2aNGmS/MY9eriUOVFLKE+VN8yLjNGbI/erWf2A0BRXBdQJJ6biE3QIOlABsc/F5BSeFuLDNDTzKeKxsXmTqttqrbO0K7lTo1K5bMh8CEAO+oZ5sc76pNCRs7vVXkBNPVZAnXB5g46yBj90fA86LKUVCrEOUi7cy9IdocOJV+ZTxGNBJ3OHhMqt81bSsEBbvtEyzEbC6CjDRYycr0EQEPKlxl4vYGZxWyj3cnlXw2pkabzvQcfV4kX0JOUlNp5NQl2Wpts4rO8zmSWkzBmGk9IrtM5bScMmRdefvNt+RbUjhh8zrMhgjnypsfeXlTnmGMpEGcPCMoJOrcSCjqu//7tn36QOOhexnoM66y28JZpu46p0Mdf247G5QuYJqSprq2E33/0nOo3z3hZHc/UNi4EaOafXEvJLai8cZxa3hXIznDfoNHIqie9Bx9Xf/+dHjwS0yLcPxBYLaeQcxVzI021cVWfnmjkVu5MzLLyt0NoKPM3XihUr4jx6uJS5/XvM6OphOODVyApQS1zfvauGT+XMGrVQOq3zBp2A6qzNIeioufb8DvokchFbLKSRFW25iIUMJyP6uRZFlbud8u54XJX1vCzmZcWil6vABLRozMswIRX4e3n0cKmdu+fK9VX2biEyu+JCGW2Uc6GJBJ06iAUdVx0DcxvHWZfdnORiIfVvRu0bsU/H5LrDNZBrwEW+wOXdH6cq64mD5hPKRC9XgT2/xB2a+dBhgb+XH25/0c6S/3rOmcz1rEMZbcwbdBq5OIjvQcdJj664nW3kUKUllEMkrhvlmNg0NCf3f7k+oeULXN7VVKuynsI48wllV7dtXVq8V2AUT9yhmZcwF/h0Wbh0IZTRk+Xl5UcPlyqp3k1uqmrpnMl800MZbcwbdGabeOn2Peg46VYR9+IBrZTgHGXffiizEiwRm4YW2/+oHvIWFEcH5l17oyrrKfA0n1A2t3G82HpC4sKVq2Ms7zjU7ROve76p3NLivYVLF24dPyYKleY3byrf+5K8p7IxM99k6DaUXSAKzCpw3eTq8T3oOJnqFl3amHhliHKV8VBmJVgi9mnqpGgpb1dE9DmUt4CxKuvposi1K3ux2WfiwpWrYyzv1eaTiQPeDq//dP++cqWi8r0gyXsqG32lYvMWvaHsAmG4ZJTyOtAYCDoKojI0Jl4ZotwUxtUaSJ4Q+4C0vdNykrxLv8xKnXC5Fser0HoG+GrYlV0UPOXqGMt7Y3B121Zvh9c1QaHkRTW5AKONWplie776SYGg07zOeN+DjpO/5OiGj4lXhihrQTzvV7dNsjel5vukAnOFoorpvLOpq7KGAs96dmUXNTe5OsZy3RiIMmdvh9c1CW9+86YyG3sl/2cbtTKGVVyV/1wbFIj1BB3rxIKOk9QcfUR52zPsG8qxgDa/esmSydnaJ14VKC4RnQq5lhms1hpmWRbo6Crmo4dLuepAc91WRb+Fn8Pr+ir4MtUtyexoo9ff8I0LYoinwKnr50lVBoJOHLnYLZRRWOcobxra/Op9/9nN5AtS88QrwzV5ZUWnQm1RoNqPQENMyi8q8cHCQq5Rg1zl6lF3nZ/D65m9CIXHtZMRxMZnhGGPZhCBoMCp27zySt+Dzmzt3YPyGmuNXFGgctLGAuqvSvEH5Up9NU+8ylVyK3/81BYFktZQk2e4y2Z5865FlCvkRd11DveLTcNkytLcxvFiA1jJ2vDKx+/MBzf9DwTFemf9/73yQtCJE1tjrcxwckvQ7DMQRNeuDZTDRjVPvCqw+osokaktCiStoQc3765VhTUpaJXN1QMaddd5uNeK4VyzYqFW2VdU7VVa2R2r1P91jIotcW5jxr5bAgg6NX9YxkaXm/eWV46m6LWdK7cupxQz1jkOW2z4SdSPK+fQ1WMNfai1zZzPO3SY6/SIuus8HCA2P3/yDuam9bVUW/1mHvQ97E6LUSzoNG/CbABBp+YK8FjXqIen8rdXPvCqn0lz5+pnAUENpC1JV9vmRAWmXM2uTmApsONBhdp+iQosFFtMqwu1Rd11Hg6vm4+ZXtwwluteKC2+V3udMe/z838XCIKOgKCzhuSIpoc9w7eOH/PqRNTcwHkYE+sh7UOuti6uMuv5FijuqVDbf+8FlhUpZoGhQ8PfPfZ579UA8aOHS7l+8bmN4+Z/FGllT9VeZ8yDvv+7QBTbtM6rz5dKCCDo1FkYlRyd9bBn+Oq2rV6tPq65LjjZ98AH0q71tQ3qF5hyNbtaNlHDenoabU/Cd/irVfW7+7BfbBrmBS6R85s3GSa8tOqfaq8z5l1xTpY7z0WxoON/T1VeDIPOsN8ZeUw3MbA66Ebf7PSHugcNGhR70esMOsnRWd96hkVX5MUNY7UNgmSi6QDw/0JgA013cW2LKBbrlflw+7P1rKen0WpVnHJ9I380HILxYb/YNPKWYAuvdLeYZJ20dQgrXLIr1zQlb1emjiDoCHIEnWS8WWXQjZLMsN9Z+Vr5oFGDiv3xV4JyFMargpjonsafGYCaDoCr27Y6adKjh0sOXx/NxaW2rrhivTJXuls0c+jq0Wq3eYH+hjo1HIKJlbp71W9auMDr6ratmWNwaQsWV9jvnquK3/9dIIrV6hF0VAy68vdWAo7yQbMG1Xnhi6GsIfVq4lU0Z8STq5u+A8DVEvXfXvnA4fC5ZnptPcmvcL/F3MZx5QpAdWp13xXnv51eww6/2E5kXvWblimBEh2Kmv88LUVVuGRX3mSQ/B8ePVzyp8Yl17aykf7XHuWlyNBVLPHEQtCw3+n0h8oH0/736enp3ioTExOxF/21327v1cV7qtKKv/7zM7U1IJP/+PnPRKv+4+c/c92WXq/X++Pu3+n/Zib3vVh/q/79ifHzY+vr/7mCE7/5teYFOXhgv+0GHHl+Z+EPm9ef+U3hYyvx1K+69l4Z57+d3n97+imT3+L82Hr5qHf+aYO9VywXk/teLPkKnN303zV/IP/+RGo/ZVW/Qt4zJHl9E//DH3f/rqomleG1324vdh5OT08XShSe0stdjDzoxqJO+aATa1DsRa+tGy2tc8KfiVex4g8fFiDPvAGqv1IyapKr0Sv9Si01TLwqs1SM27nls5bvJh0uEWSiyRp6yu46Tyr2ig2UxNR0a2l2Zqhqsl7eKv7YRfjHr+6KiQielO8UW/yztT06MvFhqFimEd9WPmjYoNiLXlvQSVv53p+e4Vihnw+TtzNrD+vvxY069l1tn65fqcX2xKu883tjFlj9pVqt7gLhPMbpNan5UF6mPFmZs5IcqXkRNEdVdVeTt4o/9nPlUUUfrs+abeRd/Q06oVTdMMIAACAASURBVIIenTW1xtHXygfNGhR70WsrRkn7zPZnz6bYZdqH0zHz0lZzXZtcS+vqpkpfpmA7fhUblY8sE5Iq0eq75naJIJMXP/NXUF6mPNmLoKrFGJV91fq176q6ocpbxS//3Fj3SeH9vCqEoCMwDDrSTPHHKUeKPNL3H4cg5YMGDYq96LV1o6WV9M96syRX7I/w4oYx5w3LvEVWvn32/v5j7al5WW2B/gWxPfEqbVHmULR6X2G4K7VDM/+ilbcWViu4zakqJSvvjvQzpSt5BQpU8UfdNg8WFpK/foXz3otB0BEUGLqyi8OgE5vLIOvDklzKeb/O7+Qyb5GTfzPfXvlgbuP4jZf2Vp7Ski9R/UuMZK65brXHwvN1Ygy19OIU28m5ZjMHoZRB1vkH6rJ2c9+8Kv9G9DPmKqmkTKte0Bh10KbdYLidtFusXM/VsiD2CCDo1JYuNZ2WPizJpeyydl41ltnTG7tBl/eR+XD7s9X2uCT/quuvr8pcocvqlPtiOz/4pqUOv2IbndZs5ueislPKh9LXaje9T14Z9OWAlfylF1jtUFyBNePFV7pbHJaKFws6/q8PlBeCzgr6G3EfFq1R3jG4rR8yXEVX/J0vLd5LDuHPb95UVR3l0uK9ZNdx/UtIm1zu7ZWOOi8lrkRL0wmLrRJbs/pak7S/OFcLVslUuy18cihKXw5YSdQrUEx946W9S4v39Pd7rmZFLBN0Vgkg6NRzs6KfGOl84pVmKo3DYTXDzuofv7r7/Wc308ojLm4Yq2Tx67SLVM07qJtsffzh9mdtxC/Pl/0119K6ACXLtOtRX7yveYudlKPJVBuyk/e3+onflezVU6C+7cPtz2bOSL+4YczVUiDFKvZ8yM3VEkDQqSdd6vv8nU+80tyMOlyu23DZDJOlKUpOxVR25whrHt0zXIfDRkmyppo+LC1VnhUrzKxZ/emq6S90WwtiY4u02Ahm5pSu8jV/9mrVr+/e5SSJFp4HV39TrULQWSHz88nt/CbNNTqtx6uGBhfbwE9zLbh79s1ilwNNTq25G1ZT0h5TP09k8eMb13fvunm4f+fUyW+vfJDZyfHo4ZLbXccr1NICJNWOrVhS33msGVtxu2pLgTLeTGOVkZmbS5TsNalhO9ur27bePvF6nX3wBB1BAEHn4oYx86mDDxYWFj++8eWZ07eOHxOfE4YHZs4eMj87Tf7efrp//5OJA+ZrP+jP12TxppjZZPsmz9I6s1e3bb11/Jj5+MWjh0v6W7E6l1PLdVOYNqz29bmBsoNKs8mz57s45dJSJ2VVq7xYVT9SrxmJcLuAu43esljmy3x+yctdnSO/cxvHbx7u15B4Ci8c5XzhkmoJIOgIrz2/QxMgHiwspHXJGF40M1eAMJl49WBh4drzO+Y2jmd+skbX3CvdLXfPvqmv2Mhc61YOTI8eLkX5w2p506OHS7Y/OcTlYOHShbTX54fbX9w5dTLzj9n8g/PHr+7ePNwvXECTdwKzcvBeHx+vdLcoJyWFvnyOrKXRxiAqtfW1Jppfwe3aJzaWnJbXCTNZN6Hk3Nj6bxVqmJBVeI9V5yVf1RJM0BHnfbILZGnx3q3jx/Q5ILNvwKSoNrNy/puZ89HYgebOe1n1STa3cfzOqZNps2ozS2Gigo+lxXuxoRNLHdrfXfuo5o+NTyYOfH1uIF6i76599PnRI+Z/w9ee35H5Gz16uHTn1ElxIhV+0QpMYL7S3RJdzX+6f98kryQ3eW7G8jnye13s9dfjfNFnQ9M+/PQx2m0doaVh0+iCb3KJTltm0PBXMJlGULm2V3ok6AhCCjpCMZ1vefWTyeQPbH7zJv3KHCZZXnPxXVq8l/x8Sn4aCTRTP9IG6TJHiMQk6u+ufZR8NeY3b6q2E3Jp8V7efe98UH8CxHLb/OZNmXdaS4v3ki9ssUqF67t3PXq49GBhwTw7Xnt+h9zCZiyfI/92hc9Pzfvl/PcyNO0zJvPD3tVwg70FiqKFEE3mPcQ6Ar+98oH4mL/S3fL1uUHmX7STfdAubhizuk1E4fJqT3ZPq4rwgs7s+nVzG8dvHT+W6y0UnyVpP9Qky6ctFvndtY/SWpKsK/z+s5uZt5XXd++Knfom46yav9IKFwG6e/bNQCte08qh0nKbvgPv0cOlD7c/O795U2zYsfCaaZ9MHMj7wt54aW/0o4MYlDHXRv14hev22jatEyLzfszVShP25u1H62CZ/GVFg3eLH99IXjPnN2+6c+qkJgu6+iOyuidM5SdhoAQZdIqZ9nn/9bmBYWaSP9IePVxauHQhc6BBrhBcWrxn+IPmNo5HH8zl5wJc3DBWvh/y+89ums8n8lDl1UST2/R3WnIPypXulmg6dM293+J+tzHL58gvfsnTNYnhUgg+mBbKM88uVwu4W63VEwX7JsXOV7pbfrj9hf6afHHD2K3jx5R/2g5HNjWpQpSfFp5QZqNJIdKioDObmOTy7ZUPcqV40Zv341d3Pz96xPz+W4xGPXq4lDcofDJx4Kf79yu5QJe5afjp/n1Ls6vqdG7juJxTTXJbWjL+8au7yWvih9uf/e7aR/UP6t083G/M8jmyaf2vP92/v/jxja/PDe6cOnl9967ru3cZzrWpdikEq6bVbWSOrThZgbfanR+SigGpapcGuLhh7PaJ1+XeHbfbg6StIPpgYUGMvinrU00o3CSCjl2sBp25jeOib+P7z24WuAv5dGqyWPfmwqULxf5Q5zdvqupuKe3E/fGru5rbhYVLF/zf8DnXK2Ce29I6dYLu2QrFZB/kt1c+SLvnvnX8WGYFRkBhPS1hZ158rA6CKMnc/aC84hbFRqfR3MbxaOjZeYdfcgJElHIio/pUQzI3GNZI0LGL1aAzu37dh9ufdVJ05tzkVPMHCwvRSyGWrpHH+H/86m6TZizPrl936/ixvLkt+ZFj+/4VhbFyk8wqkKvbtuorVAKqoE/LK5ljK/VvOl3PJWLx4xv2CmjmN2/6Zua883L+uY3jcohJppzoaeZ72pSpSyPo2MV20Gmz0RD+0uK9tPGO+c2bbh7uZ87Yb4mxTp0HCwu8LPUoX83NP4Q0CyYF1A+nnHRmOLZS5xa2tS08k6tUIFyjWWNpKUd+ZuYbnfmf6PUv6Ay6I93CNWgEnRYpptlHq8WgifKc1YZ1cflsVJGQt747bWXRgEZglZPODMdWKtw8UuzFm/Zd86kV5Q3ovSvpD7e/MAwoH25/VjOMVTLlzJYIOsr/Tfr+sN8Ziej0h8b/MUEH0aaiCD2Iva8bo+ibKVbZdnHDWHL+kfPfKJdRs3+4/cXixzcWP75hWHJuPq6h5PvPbn555vQnEweibHHjpb3KKdkBDQUG5NVtW80DyvzmTcrVbsqnnFnLQWc1sAy6I+bhhaCDaNNPJg7UUHSJsp8fPVKylk6u3CxTlRmWN17ae+fUyTunTorN/oTyquJJHiwsfH1uoOmtnN+8KTa1zcYWnljAixvGYtG2kpQzW1PQWR50RaeOHGKir+W+n+5gedAd6fZXH8obeQg6iNkGVOGBkdG+tosf33DeGB/8cPuzX545LYa3DPeJi7x5uC+6dn66f789Y0lBGM3YqirlzNYTdIb9zsrglSroxHtwBt0o4OTqCVpeXiboIGKzvXm4H9AiOj4rprY1ct2m0L15uP/jV3erSjmzddXoSGNYyR6dQXdN343yOTlyBUEHERERV6xn6GoVTYiJ4g5BBxERESuy9qAjF+bEvi8OIeggIiJiRVpbR0cZdFY7bkZGOv2+CDGJIS6CDiIiIlakfwsGloKgg4iIiI8l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjoUIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjoUIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgO9SHoDPudTn8of1EYgg4iIiI+tnDQGd03k1T6/rDfGYnQxxeCDiIiIlrRatDpDsTXg+5I9LUCZ0FHhDFFywZdRUZTPmjQIOfvMSIiYmutJegsD7oiGwy6ax5b+dpR0Bn2O51+v5sMOqutXfktxNfKB40a5Pw9RkREbK11BJ01acGXoLPyswbJoLP2oZWAo3wwhenp6d4qExMTzt9jRETE1vr3/h9yp4nl5eWcNTrSGJYfQSf6Scmgs6YravWZygcNG+T8PUZERGyt9QxdreJJ0JHaRtBBRERssLUHnZUHh/3OiLOgI5UVJ4uLYw0Xo1TKBw0b5Pw9RkREbK3W1tFRBp3HGUMuA3Y5vVxRoyPXGkdfKx80a5Dz9xgREbG1+rBgYIWUCTrSJHipy+dxDFI+aNAg5+8xIiJia2170LENQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEEHbsQdBARER1K0LELQQcREdGhBB27EHQQEREdStCxC0EHERHRoQQduxB0EBERHUrQsQtBBxER0aEtDTrDfmdkhU5/mPj2oDuS/LbyQYMGOX+PERERW2s7g86guxpVhv3OSHcQ/+6I/G3xtfJBowY5f48RERFbazuDzmOk/CI9JEWflScoHzRrkPP3GBERsbW2NOg8HrqKd+fE+3iG/U6nP1Q+mPafT09P91aZmJj4z/866vxtRkREbKd/7/8hf5zwl9w9OslhqPJBJ9agy08/5fxtRkREbKct7dGRiA9DxTKN+LbyQcMGEXQQERFd2cqgIxfcDLrx4Su5kyf6WvmgWYMu79jp/G1GRERsp60MOvLscmXkkWaSPw5BygcNGkTQQUREdGU7g0599Hq9S7v2OH+bERER2ylBxy69Xu/9Fyecv82IiIjtlKBjl16vN/PypPO3GRERsZ0SdOzS6/XeOnjE+duMiIjYTgk6diHoICIiOpSgY5der/fGoTecv82IiIjtlKBjF4IOIiKiQwk6dun1en+aOu38bUZERGynBB279Hq9Q1NnnL/NiIiI7ZSgY5der7d38qzztxkREbGdEnTs0uv1nntl4PxtRkREbKcEHbv0er2tB885f5sRERHbKUHHLr1eb3TfjPO3GRERsZ0SdOxC0EFERHQoQccuIujMPfkL5+80IiJiCyXo2EUEnctPP+X8nUZERGyhBB27iKAzv+0Z5+80IiJiCyXo2GWlR2fHTufvNCIiYgsl6NhlpUbnhV3O32lERMQWStCxiwg677844fydRkREbKEEHbsQdBARER1K0LGLCDpvHTzi/J1GRERsoQQduxB0EBERHUrQsYsIOqcO/dX5O42IiNhCCTp2EUHnjUNvOH+nERERWyhBxy4i6Byd+pvzdxoREbGFEnTsIoLOoakzzt9pRETEFkrQsYsIOr2pfzh/pxEREVsoQccuIug898rA+TuNiIjYQgk6diHoICIiOpSgYxcRdMb3v+f8nUZERGyhBB27iKAzum/G+TuNiIjYQgk6domCzqUnxp2/2YiIiG2ToGOXKOhcfvop5282IiJi2yTo2CUKOvNbf+n8zUZERGybBB27PO7R2bHT+ZuNiIjYNgk6diHoICIiOpSgY5co6Lz/4oTzNxsREbFtEnTsQtBBRER0KEHHLlHQeWfisPM3GxGxQi9uGHPeBsRMCTp2iYLOWwePOH+zERGr8uKGsUu79jhvBmKmBB27REHn9ORrzt9sRMSqvPz0U1zWMAjbGnQG3RFBpz/UfFf+vvJBgwaJoPPGoTecv9mIiFV5ecdOtivGIGxn0Bl0V6LKsN9JppZBN3rs8feVDxo1iKCDiM3zwp6XWfMdg7CdQecxw34nnlkG3ZHuQP5Xpz9UP2jWIBF0Dk2dcf5mIyJW5bv7Xx3dNzPz8qTzliDqbXnQGfY7coBRPCSSkPLBtP90enq6t8rExIQIOjt3/qvzNxsRsSoPb9s1um9mz7+86rwliHr/3v9DniDhO/mCjiLmVBF0Yg0SQeeFybedv9mIiFX5xqE3RvfNPHngXSaZo+e2t0cnrdImlmnEKJXyQcMGiaBD1R4ihqJJdjk0dYb9bTAIWxp0Bt2RZF/OCnICir5WPmjWIHEtePLAu87fbETETC9v3z6/9ZeZT3th8m0WCcMgbGXQGfY7IzIi8kjhR5pJ/jgOKR80aJC4Fozum3H+ZiMiZvrWwSNzL+zKfNr4/vfElW3v5FnnbUbU2MqgUyNy0GEkGxH994XJtzPnUl16Yjy6so3um7n0xLjzZiOmSdCxixx0WHACET338tNPmYxGzW/9pRx02LQYfZagYxeCDiIG5DsTh00WOL28Y6ccdFgQFX2WoGOXNUGHuQmI6LdiLlXmAqfvvzghB52tB885bzlimgQduxB0EDEU5578heFyGKLjR3Z+2zPO2x+uFDlZlaBjFznoXNjzsvP3GxExTbmfRv/M05OvxYLOOxOHnbc/XImJViXo2EUOOtTrIaLPHp36W3S9mnvyF5pn/mVqOhZ02M6vjO/uZycNixJ07CIHHU5lRPTWixvGoqVxRvfNXN6+XfPkaFnkyPH977GCRmGp5rYqQccuctBh/VBE9NZLu/bIwUU/1P7cK4NY0BndN3Np1x7nv0WgskeQVQk6diHoINYj5ZwlFZt0GtbcJFPO6L6Z05OvOf8tQvTy00+N73/PeTMaLEHHLnLQoXMS0Z7MaizpkwfeNUwt0eSsmHRLFPPy9u2ZRVFYRoKOXQg62CR97jWhBq6MsQUAR/fNHJ36W9qT57c9oww6LItaTDFoyMQrexJ07CIHnT9NnXb+fiOW0edek79MTVMMW9jkdHHNVp1zL+xKCzqZm2Rh0nf3v+qkwqk9qZSgYxc56DD9MjjbcyEw1Oc6s97UP+a3/tJ5MwI1WVz85IF3054cWxZZln7rAv7j90edZMT2rHhC0LGLHHQ0d0jop+25EBh6dOpv3o5ebT14bu6FXc6bEaKxHToj03rI3jp4JC3ocDtXQLEo0T9+f7Tmn9ueVErQsYscdKjUC863Dh6hU0d27+RZPysJLm4YY9yksGnBJa2H7NShv6YFHa5yBRSLEtUcOy49Md6ee2+Cjl3koMO+d8H5xqE3fK5Kqd8nD7zr51opok+i/nviZtib+ocytaT1kMkLKCd1/usEpxg3rLkzbH7rLzWjkw2ToGMXOehwCQjOQ1NnGL2KvPTE+KivC3yLSUPt6Yqv8qV7+qm8lcVpwYiJV8V00hkmKsq9HYmuVoKOXQg6Qbv14Dk6CSLFpGI/F4UT5bEUiBRw5uXJtMiSVnu+9eA5XdChEzSP0aJENa8ZKN53P0eiy6gcbyXo2CUWdLjXCUhR9vGXqWnnLfFEsdqHZnkVh4oqEwpECpicWJ45hUqTckbZvTin8qJEdfaviKlefo5EF/bd/a8qS0QIOnYh6ISrKPvoTf3DeUs8Uaz24WcBY7R9gfOWBOefpk6nRRZlD5lmqEvfD4RK5S3G6uxfEVO9/ByJLvIyPjEufqNR1RrTBB27xIOOdkNg9Eoxhk0JeaS49fezgDHaTJt7iby+MPl2WmRR9pCJ/Qo00gmaS3nosM71EUShlZ8j0Xmd3/pL+TROfs4SdOwSDzqMXodjdAFivV1hdMPk4QsSrXfHn1guxfisxuQhsU3Ok9IJmksxhDSqrf62oSi08nMkOpcX9rw8vv89/eApQccusaDDgmYBGV2AWG9XGM218fAFia50F/a87LwxAZm2VODjS1ZiFEBTvCykEzSX8qbxtY36RQHXz5Foc9+ZOJw8A5MzSAg6dokFHcr0AvLxiC/xdP26WWmujW8viLyZ9jsTh523JyAzu2eSowCaZZEjPezz89Zo1HW0xvURooDr50i0ucqVDpKDpwQduxB0wjX6E2K93dm1Yxy+vSBy1cipQ3913p6AFAXmGpM9ZHIPRJoe9vl5q7zLWG3rI8jbsga9lM6TB95Nnn7JbiqCjl1iQYf5CAEZ/Qk1o16vpPIYh29rC13Y83LUtj9NnXbenoDUbOaQ1kOmmaUV6Vufn8/K9SUvTL5dzw+Vxx/DXUpH7sqVTXZTEXTsQtAJVLEKsLAB9XrllW8BfZtWI4/T1/ZR0QwzU0sy5WtmaXnb5+etsY/q2gaS5ArocJfSkS9K8ai9traMoGOXWNChXz0U5VW8Qq/Xq0T5FtC3aTVyt0TNy8uGrjxuojSZ8pWDBTF96/PzVvk6M1rjQFJUgDga8lI6moHXWG0ZQccusaDDXjyhKBdphl6vV4nyLaBv02pie0wGXXNQp5lzy5Mp3+QQD/v8vDXZJ1FPeZNcwxvu0Lxm4DVWW0bQsUss6DAIEoqxewU+O+VbwFHPptXsnTy75qMi2JqDms2cW55M+ZnLIo962efnrcm5+vWUN8m7lYX7qSRPWIsZqxIh6NglFnTYdDAUYxsA8dkZm8bp1bSa2GBKuDUHNZs5tzwZasUu8Zn61ufnrcm5+jXMzI11y4U7NK/ZXDbWp0jQsUss6HCjE4rx0ZDWf3bGrin+TKuRy8aF4dYc1KxysbWkcqiVJ7jppRPUxORc/RomrMS65QIdmk/+4Ws+agk6dokFHXZXDsXYaEjLPzuTlRn+TKtJlnOGW3NQs5lzy5OhNnPdncfxqPWdoCYmB19qqONMdsuFmEr1e67F0htBxy4EnUCNbZ7S8ulyyWIOf6bVJMs5qYQVZm77pSlxSAu1ck16Ro9O6ztBTUzO1a9hIaj3X5xoQCrN3IpETm8EHbvEgs6oapM89M3kOlQtX4bO5zCRvN4xQCzM7BvQlDjIyoMpJssiC1veCWpo7IZqtJaFoJKFQSGm0lgZZVJ5hjlBxy4EnRBNdoq2fBk6n8NEso+BStjZ9esubhgb3//e5aef0jzBMLLIgcmwE2iUAUQDlVUmNVTMJNNqiKk0c61LeYY5QccuyaCT3A0YfTNZcdnyZeh8DhOxee9Cr2a/O1GULmnu1JO1TWnKc0UzFxiMDHfScn3vUcr0fttnbzKthphKM/sj5Z5Igo5dkkFHc4+FnqicjdLmhOpzmFBuX+zV7HcniqphzQeY4dzy0bWVhcmhljTDnbRcm2k7GNg+e5NpNbhUatIfKQ+vE3Tskgw6XIL9VzkbJbameKv0OUwob+z8mf3uSpFNNSOMhnPLheIQ/YTemIFOWq7TZFHwyqUmq4q8pA1IpSb9kfLJT9Cxi6JHx/JJjOVVjv7G1hRvlT6HCeU1roZV1zxX3LWP738vrePNvKx4dLU702QlZdkQJy3XabIouIazV7m2dXCp1GQ9J/mXIujYhaATospChNbuPJ/WS+zDUjppOxK09s0SytMG03oilb10aYr/xHBZ5MgQJy3XaVrWtHr2pr2JYaVSw2UOol+qxUFn0B0ZGekOUr8l6PSHugcNGlRnWsdKVP7NtHZD1rT7eB+W0km7arf2zRLK9TdpE2oM55YLRXdm2lBL6sdMgJOW6zRt3pDVVbvS3sSwUmls5Xp9QJ9tbdAZdEdGuoNBVxl0Bt0oyQz7nZWvlQ8aNYigE5ZpnQSt3acsrWTSh6V00q7arX2zhPISI8o601zVNqP7Zt6ZODybs6wnOgrTTK4WKLS6alfaeFlYqTTtpVMG9NnWBh2BOuisfXQl4CgfNGsQf/xhmdZJ0NpVrdNWIPVhKZ20q3Zr3yyhPH9Y+VKYzy0XitlbmUu0xWz5euKZxjajjbRaGpw2XhbQUjrmS0BFg4AEnfiDw35HfnTY73T6Q+WDaf/t9PR0b5WJifgd559//YLzEwU1nnj612l/Ns7b5sTD29Q9Ov9jz/9x3rbec/EbiZa/WbPr1/3nfx392YvvyC/FuZ//t9hzTm75Va7IsudfXp1dv+6l376S66hd/+tPzl8Nbz0/9l/SXjerf1k7d/6r8oe++sxe56+JoYN/+rnhGfjSb18Rh/y9/4ccOcJ7vAg6sQbFXvoQl2ZqlWmdBKNtXQNJuYiO0PlSOpqFetv5Zs2qemuSoxJ5B6FEH0Ou+uXR1q8nnvE2aaew2fvLSlvyMaCldMyXgIp6nenRiT8YyzRilEr5oGGDYi99y8sk/Vcz7badM+Y0H2/Ol9LRDNW3dt2j5AbjyZsrTXhVKmbqmi+LLGz5euJ69VPY7MV0fZYNQvOYHi3gTtBJPCrXGkdfKx80a1DspfehhBM1aj7XfZhQXb+a6TnOl9LRLNTb2nWPkiEmWU2Vt29mdN+MeWHEmjOkxeuJ69VPYbN0T5U202I0qKV0csV0McO8pUFHmioezRYXM7Hi336chJQPGjQo9rq3fD6I/2o+132YUF2z+o83t8kvucm8bGur/pP9LsllA9PKYPUfvQWCTmv71TLVDJGPWpucm9yuOJkJ/Hfv5FnzM1BMm29p0KkNgk5Y6j/XW9gbp68kcJv89Fftdk75SZs3Lq+SkndueRQcCxzV2n61TJX7zMivto0fql9QOJSldMw3XIvOQIKOXZJBp+UTXz1X/7nuw4Tqmk1bRMeH5Ke/altdjMRb0+o05cnD+oCYpuESbfV8YDfAtNUChZZiuj6tBrGUTt59SMQZSNCxC0EnLPWf61FpoB2LugAADAZJREFUW3tMW0THh+SXrLqVDai4skLTlsaXI6nJPkFJ81YiW/3AboD68RdLc6D03UhBLKVjPuVKKGb/EHTskgw6Tx54lwI9b9V/ro96MKG6ZvV7yrhNfvr16wIqrqzQtPn28v2VvjqkWtvZr2aivkzKUkzXdyMFsfSJ/vYmqbgZI+jYJRl0Rl10+M9veyaUQjO3Zu4V53xCdc1mTnBwmPwyB1NaeM5ryhei+6u8c8vLSAe20swpbJZuIfQ7JwSxlI6+UyrtlSTo2EUZdEbrHQ29uGHshcm36UM2MfMzwPmE6prNnIfsMPllTr4IpbiyKvUbO0TXnFyTVsrr/GXxUM00b6uvm76MN4jR3gIrI1x6YpygY5e0oLP14LnabjejCNzO9e5ymfkZEMQwdoVm7nHtMPllzpEOoriyQvW9+tHARIG55WVs7RLVGk3m6lf+uumXYxgNZLS3wNk7v+0Zgo5d0oLOaF1LJMt/Uc+9MmhbiUnlf0VBDGNXpckaca6W0jGZI922VKpZ1Ht0dWGLzE+76oMO91cJ9asFWnrdTGbbeT7aW+zsvbDnZYKOXTRBp4ZLwKUnxmN35C1c8i7Xy5X5NxPEMHZVmszkdHVG+dw2V+onRollA4vNLS+jpbXvgtZkUaLKlyAymW3n+WivflZsmu9MHCbo2EUfdGx3sSjv8FirNE19iYMwiGHsqjS5rLhaSsfntjnRJKbPb3vGpC+hWt86eMT5i+ObJhW1lS9BZJKuPB/tzTvlSvjGoTcIOnbRB51Rm0MhaesN7J08ywBWrldMNohh7KrMnGw/6m4pHZ/b5kSTs/fd/a9mziusXLYxTmqy+mLlHw0m6crz0V79ihKa6wBBxy6ZQWfUThfL3JO/0JSRco+l1PB2wfNh7Ao1+VB0tZSOz23z9gX5y9R0nXPLhWx6k9Rk4lvlo+T6RXSEntcgmvwKyusAQccuJkHnhcm3K+9i0d8xjO9/z/OxWCca3i5EL93lp5+6vGPnOxOHT0++dmjqTMzTk6+9M3H48o6dlcyemN/2zOUdO2VreAcNPxSddBA6advl7dtj74JSJy9I2lKBss+9Mqh5bvkoS+mozJzMOGqhP1K/iI7Q8xpEk9dN6f+7+bnrLFAlQQad0X0zf5mafuvgkcs7dipXJbm8ffulXXveOngkcublSc111mQsVvlXdHHDmPyfyD8x84cqrKKnKgoTckvyNSPL6L81uRCM7pvZO3m2wFoOval/yDFI/tb4/vcOTZ1549Abbx08MvfCLtGqmZcn3zp45NDUGZNWJWOWXJdqcpf2zsTh5H9iOJPzwp6X5TZHXtq1x/AcECfe+y9OyIdH/61Sww9s/X+SqRjrib2eJj554N1DU2dOHfqryema93UTfxSXd+yULwuGOx3m2hCxKm1//kUviKzm+ZeeGH//xYm/TE2LV2PrwXOV35noz3aTF23rwXPJX6rMqvomb/0Lk29XeG2XP1DK/wrFNqMV3rr9f11ngSoJNejE3Dt5NvlxVbnRTzH8gC9j7GM+7YfKTysQJlDz+qddX+ae/IXtl/q5VwbJFJU3TrXQ2OtW+HbWH6NrTiVmnjnxBLNj57v7XzXp+hKKtJpp5qXMxmVW/Goxk1FGfpql97Twb6r8FQxf3rx+fOee6yxQJQ0JOoiVK24QYynn/RcnyBmI2GwJOnYh6KBXRnNWLz0xXqyyDxExLAk6diHooG8enfrbhT0vN2AcBBHRRIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjoUIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjoUIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjoUIKOXQg6iIiIDiXo2IWgg4iI6FCCjl0IOoiIiA4l6NiFoIOIiOhQgo5dCDqIiIgOJejYhaCDiIjo0LYGnUF3ZJVOf2j0Xf0h6Q1y/h4jIiK21nYGnUE3yirDfieeW5Tf1R+ia5Dz9xgREbG1tjLoDLoj3YH8rzWxRfld/SHaBjl/jxEREVtrG4POsN+RU8uw35FTi/K7+kNiTE9P91aZmJjoAQAAgCP++MfDRQKFr/R8CDqxBmU+wtN4Gk/jaWWe5kkzeBpPC+VpQVMk6MTGoZTf1R+ib1DmIzyNp/E0nlbmaZ40g6fxtFCeFjRGQWdNNXGyslj5Xf0h2gZlPsLTeBpP42llnuZJM3gaTwvlaUFjFnSW18wVX+2pGXSjrxXfTXkwiz//+c+Zj/A0nsbTeFqZp3nSDJ7G00J5WtAYBx0AAACA0CDoAAAAQGMh6AAAAEBjIegAAABAYyHogJesVLJ3B4+/Nt8wDWB5eZmzCCqiRSeSNIco70aVHuNz0Bn2O+azteSjzN4Z8YYWfxeLnhDS38nqf2F4pPSrDfudfBPa4q3N8cpGh67ZrzXrP5Cfkru1q7/poDvS7a6swWS+FpPif+NEiihzFilaa3pksbNoucyJVO1ZtFzoRDJfKrXkiVTi84kTKYP2nEiKlWDyLA7jLw0IOom/cMMzWJz3q0fnPO8KnxDR+TroRuei6d/MoLvytLWXmBw/9PGLavx3+njpx2G/s/o65Qo6a/8Hoxc6+k1je8MWyCvmB7bkRCp8FiUOyXEiFT2LlsucSNWeRYbHFj2LlsucSGU+nziROJGkIxXvQZnf1Bc8CTol3tTlQXdNeM1zI55c88c0uhY+Idb8zaw+2/BMip4mPz/fD5W+Vv4KqmNje3ms/A2ZBx35BxlnjsfX0FxXFk6kzAMLn0XLJU6komfRcpkTqfBZtFziRCp6Fi2XOZHKfD5xInEiRdCjYxnV25gjSErpvtjnU/L/yf6BRW/EH99WSEsvGv2m0s1X9JNMrg7KW6686WoVebhaQ6mgI/cV9x9/bXbHx4mUeWShs2i5xIlU9CxaLnMiFT+LlsudSEXOouUyJ1LJHh1OJLPWNv9EWjk6/12i7/gSdFRvZN4eMxGBB2U+n3JR7IRQ/FZ5WjKMBpdznYWPD8vbyax6orQmdiryqxMdb/6WrjS4O5Aab/yrciJlH1vwWlb0RCp4Fi2XO5GKn0XKJuc6kXKeRctlT6TCn0+cSMatbcWJ1Ej8CTrVMOx3GlImDk7hRILycBZBJXAilaRpQQcAABqLPFYlzReze2yZHxoYJabveQxBp0IKV6fbLuAvd2CZ+ZzFDqzgh3b6uWfvlzi2zA9dQ56ReMcH5jm2+MzeEseW+aGxIpIcxxY+sMSxxacTlzjWyQ9dUy6Td6Z34WPL/NDlZHQwvl4XPrDwsRQjQzaNDDrDovM5Cx9Y8oeu1kdGV9K818Hcx5b5oaUmZdR7YIlji8/sLXFsmR+6ZqJNriKSMpOuix5bfDpxiWOd/NC1c8RyT4AqeGyZH7r2rVztEspXjJTvwDLHMr0c1hDUx0zZHyo9bWg+n7PERNAyP1S6JK0+u8h1MM+x5X5owUmk9R9Y4tgyU/AKH1t23l8UjeR+IZOoXezAEscWn05c4lgnP3S53EzvgsdW8kPlr80m0hc8sMyx9OjAWgpPGix8oKMfmnia6XzOwgdW80Ol/8K8G6nYsWV+6MpRRSaRujiw4LHhBR25my462OhjpvCBxY8tM5248LFOfuiaUaS8M70LH1vFD13zpWFiLnZgyWOTt8XBd+csE3RKkLzK5z8L8x3o5ocqPs3M5nMWPrDkD40/Kc9c2WLHlvmh0gE5J5E6OzD/sWVm9hY+tswPXX1usSt+4QMLHltmOnHhY5380OXoBeoOHn+d943Jf2wFP1Q6Cw1vEAofWPLYJkLQAfCFYdFJpPUfWPJYAIDaIOgAAACAEoqRAQAAoLEQdAAAAKAJlJmf6zUEHQAAACg1KdhnCDoAAACwXG5SsL8QdAAAAKCxEHQAAACgsRB0AAAAoLEQdAAAAKCxEHQAAACgsRB0AAAAoLEQdAAAAKCxEHQAAACgsRB0AAAAoLEQdAAAAKCx9Hq9kVdffbUHAAAA0DheffXV/w9TiAl/3aZqRAAAAABJRU5ErkJggg==" alt=""><br><br>Bottom line: <br><blockquote>
 149 <table style="width: 192pt;" bgcolor="#000000" border="0" cellpadding="2" cellspacing="1" width="256"><colgroup><col style="width:48pt" span="4" width="64">
 150 </colgroup><tbody><tr style="height:15.0pt" height="20">
 151 <th style="height:15.0pt;width:48pt" bgcolor="#ffffcc" height="20" width="64"><br></th>
 152 <th class="xl68" style="width:48pt" bgcolor="#ffffcc" width="64">Pull</th>
 153 <th class="xl68" style="width:48pt" bgcolor="#ffffcc" width="64">Push</th>
 154 <th class="xl69" style="width:48pt" bgcolor="#ffffcc" width="64">Diff</th>
 155 </tr>
 156 <tr style="height:15.0pt" height="20">
 157 <th class="xl66" style="height:15.0pt" bgcolor="#ffffcc" height="20">Average</th>
 158 <td class="xl67" align="right" bgcolor="#ffffff">0.79</td>
 159 <td class="xl67" align="right" bgcolor="#ffffff">4.29</td>
 160 <td class="xl65" align="right" bgcolor="#ffffff">5.45<br></td>
 161 </tr>
 162 </tbody></table></blockquote>
 163 Pulling data where the writes are local took on average 0.79 seconds and is 5.45 times quicker than pushing data where the writes are over the network which took, on average, 4.29 seconds.<br><br><b>Moral</b>: If you have to work over a LAN or WAN, try to make your writes local...
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 316       <option value="http://defaria.com/blogs/Status/2016/02/">February 2016</option>
 317
 318
 319
 320       <option value="http://defaria.com/blogs/Status/2014/09/">September 2014</option>
 321
 322
 323
 324       <option value="http://defaria.com/blogs/Status/2014/04/">April 2014</option>
 325
 326
 327
 328       <option value="http://defaria.com/blogs/Status/2014/03/">March 2014</option>
 329
 330
 331
 332       <option value="http://defaria.com/blogs/Status/2013/02/">February 2013</option>
 333
 334
 335
 336       <option value="http://defaria.com/blogs/Status/2012/09/">September 2012</option>
 337
 338
 339
 340       <option value="http://defaria.com/blogs/Status/2012/08/">August 2012</option>
 341
 342
 343
 344       <option value="http://defaria.com/blogs/Status/2012/05/">May 2012</option>
 345
 346
 347
 348       <option value="http://defaria.com/blogs/Status/2012/04/">April 2012</option>
 349
 350
 351
 352       <option value="http://defaria.com/blogs/Status/2012/02/">February 2012</option>
 353
 354
 355
 356       <option value="http://defaria.com/blogs/Status/2012/01/">January 2012</option>
 357
 358
 359
 360       <option value="http://defaria.com/blogs/Status/2011/10/">October 2011</option>
 361
 362
 363
 364       <option value="http://defaria.com/blogs/Status/2011/07/">July 2011</option>
 365
 366
 367
 368       <option value="http://defaria.com/blogs/Status/2010/09/">September 2010</option>
 369
 370
 371
 372       <option value="http://defaria.com/blogs/Status/2010/08/">August 2010</option>
 373
 374
 375
 376       <option value="http://defaria.com/blogs/Status/2010/04/">April 2010</option>
 377
 378
 379
 380       <option value="http://defaria.com/blogs/Status/2010/03/">March 2010</option>
 381
 382
 383
 384       <option value="http://defaria.com/blogs/Status/2010/02/">February 2010</option>
 385
 386
 387
 388       <option value="http://defaria.com/blogs/Status/2009/05/">May 2009</option>
 389
 390
 391
 392       <option value="http://defaria.com/blogs/Status/2009/04/">April 2009</option>
 393
 394
 395
 396       <option value="http://defaria.com/blogs/Status/2008/07/">July 2008</option>
 397
 398
 399
 400       <option value="http://defaria.com/blogs/Status/2008/05/">May 2008</option>
 401
 402
 403
 404       <option value="http://defaria.com/blogs/Status/2008/04/">April 2008</option>
 405
 406
 407
 408       <option value="http://defaria.com/blogs/Status/2008/03/">March 2008</option>
 409
 410
 411
 412       <option value="http://defaria.com/blogs/Status/2008/02/">February 2008</option>
 413
 414
 415
 416       <option value="http://defaria.com/blogs/Status/2008/01/">January 2008</option>
 417
 418
 419
 420       <option value="http://defaria.com/blogs/Status/2007/12/">December 2007</option>
 421
 422
 423
 424       <option value="http://defaria.com/blogs/Status/2007/11/">November 2007</option>
 425
 426
 427
 428       <option value="http://defaria.com/blogs/Status/2007/10/">October 2007</option>
 429
 430
 431
 432       <option value="http://defaria.com/blogs/Status/2007/09/">September 2007</option>
 433
 434
 435
 436       <option value="http://defaria.com/blogs/Status/2007/08/">August 2007</option>
 437
 438
 439
 440       <option value="http://defaria.com/blogs/Status/2007/07/">July 2007</option>
 441
 442
 443
 444       <option value="http://defaria.com/blogs/Status/2007/06/">June 2007</option>
 445
 446
 447
 448       <option value="http://defaria.com/blogs/Status/2007/05/">May 2007</option>
 449
 450
 451
 452       <option value="http://defaria.com/blogs/Status/2007/04/">April 2007</option>
 453
 454
 455
 456       <option value="http://defaria.com/blogs/Status/2007/03/">March 2007</option>
 457
 458
 459
 460       <option value="http://defaria.com/blogs/Status/2007/01/">January 2007</option>
 461
 462
 463
 464       <option value="http://defaria.com/blogs/Status/2006/12/">December 2006</option>
 465
 466
 467
 468       <option value="http://defaria.com/blogs/Status/2006/11/">November 2006</option>
 469
 470
 471
 472       <option value="http://defaria.com/blogs/Status/2006/10/">October 2006</option>
 473
 474
 475
 476       <option value="http://defaria.com/blogs/Status/2006/09/">September 2006</option>
 477
 478
 479
 480       <option value="http://defaria.com/blogs/Status/2006/07/">July 2006</option>
 481
 482
 483
 484       <option value="http://defaria.com/blogs/Status/2006/06/">June 2006</option>
 485
 486
 487
 488       <option value="http://defaria.com/blogs/Status/2006/05/">May 2006</option>
 489
 490
 491
 492       <option value="http://defaria.com/blogs/Status/2006/04/">April 2006</option>
 493
 494
 495
 496       <option value="http://defaria.com/blogs/Status/2006/03/">March 2006</option>
 497
 498
 499
 500       <option value="http://defaria.com/blogs/Status/2006/02/">February 2006</option>
 501
 502
 503
 504       <option value="http://defaria.com/blogs/Status/2006/01/">January 2006</option>
 505
 506
 507
 508       <option value="http://defaria.com/blogs/Status/2005/12/">December 2005</option>
 509
 510
 511
 512       <option value="http://defaria.com/blogs/Status/2005/11/">November 2005</option>
 513
 514
 515
 516       <option value="http://defaria.com/blogs/Status/2005/10/">October 2005</option>
 517
 518
 519
 520       <option value="http://defaria.com/blogs/Status/2005/09/">September 2005</option>
 521
 522
 523
 524       <option value="http://defaria.com/blogs/Status/2005/08/">August 2005</option>
 525
 526
 527
 528       <option value="http://defaria.com/blogs/Status/2005/07/">July 2005</option>
 529
 530
 531
 532       <option value="http://defaria.com/blogs/Status/2005/06/">June 2005</option>
 533
 534
 535
 536       <option value="http://defaria.com/blogs/Status/2005/05/">May 2005</option>
 537
 538
 539
 540       <option value="http://defaria.com/blogs/Status/2005/04/">April 2005</option>
 541
 542
 543
 544       <option value="http://defaria.com/blogs/Status/2005/03/">March 2005</option>
 545
 546
 547
 548       <option value="http://defaria.com/blogs/Status/2005/02/">February 2005</option>
 549
 550
 551
 552       <option value="http://defaria.com/blogs/Status/2005/01/">January 2005</option>
 553
 554
 555
 556       <option value="http://defaria.com/blogs/Status/2004/12/">December 2004</option>
 557
 558
 559
 560       <option value="http://defaria.com/blogs/Status/2004/09/">September 2004</option>
 561
 562
 563
 564       <option value="http://defaria.com/blogs/Status/2004/08/">August 2004</option>
 565
 566
 567
 568       <option value="http://defaria.com/blogs/Status/2004/07/">July 2004</option>
 569
 570
 571
 572       <option value="http://defaria.com/blogs/Status/2004/06/">June 2004</option>
 573
 574
 575
 576       <option value="http://defaria.com/blogs/Status/2004/05/">May 2004</option>
 577
 578
 579
 580       <option value="http://defaria.com/blogs/Status/2004/04/">April 2004</option>
 581
 582
 583
 584       <option value="http://defaria.com/blogs/Status/2004/03/">March 2004</option>
 585
 586
 587
 588       <option value="http://defaria.com/blogs/Status/2004/02/">February 2004</option>
 589
 590
 591
 592       <option value="http://defaria.com/blogs/Status/2004/01/">January 2004</option>
 593
 594
 595
 596       <option value="http://defaria.com/blogs/Status/2003/12/">December 2003</option>
 597
 598
 599
 600       <option value="http://defaria.com/blogs/Status/2003/11/">November 2003</option>
 601
 602     </select>
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