{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:12:46Z","timestamp":1750306366268,"version":"3.41.0"},"reference-count":20,"publisher":"Association for Computing Machinery (ACM)","issue":"2","license":[{"start":{"date-parts":[[2016,3,1]],"date-time":"2016-03-01T00:00:00Z","timestamp":1456790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Queue"],"published-print":{"date-parts":[[2016,3]]},"abstract":"<jats:p>It is accepted wisdom that when the data you wish to move into the cloud is at terabyte scale and beyond, you are better off shipping it to the cloud provider, rather than uploading it. This article takes an analytical look at how shipping and uploading strategies compare, the various factors on which they depend, and under what circumstances you are better off shipping rather than uploading data, and vice versa. Such an analytical determination is important to make, given the increasing availability of gigabit-speed Internet connections, along with the explosive growth in data-transfer speeds supported by newer editions of drive interfaces such as SAS and PCI Express. As this article reveals, the aforementioned \"accepted wisdom\" does not always hold true, and there are well-reasoned, practical recommendations for uploading versus shipping data to the cloud.<\/jats:p>","DOI":"10.1145\/2927299.2933408","type":"journal-article","created":{"date-parts":[[2020,9,3]],"date-time":"2020-09-03T04:20:10Z","timestamp":1599106810000},"page":"111-135","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Should You Upload or Ship Big Data to the Cloud?"],"prefix":"10.1145","volume":"14","author":[{"given":"Sachin","family":"Date","sequence":"first","affiliation":[{"name":"e-Emphasys Technologies"}]}],"member":"320","published-online":{"date-parts":[[2016,3,14]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"Apple. 2015. Thunderbolt; http:\/\/www.apple.com\/thunderbolt\/.  Apple. 2015. Thunderbolt; http:\/\/www.apple.com\/thunderbolt\/."},{"key":"e_1_2_1_2_1","unstructured":"Amazon Web Services. 2015. Global infrastructure; https:\/\/aws.amazon.com\/about-aws\/global-infrastructure\/.  Amazon Web Services. 2015. Global infrastructure; https:\/\/aws.amazon.com\/about-aws\/global-infrastructure\/."},{"key":"e_1_2_1_3_1","unstructured":"Amazon. 2015. AWS Import\/Export Snowball; https:\/\/aws.amazon.com\/importexport\/.  Amazon. 2015. AWS Import\/Export Snowball; https:\/\/aws.amazon.com\/importexport\/."},{"key":"e_1_2_1_4_1","unstructured":"Amazon. Amazon S3 pricing. https:\/\/aws.amazon.com\/s3\/pricing\/.  Amazon. Amazon S3 pricing. https:\/\/aws.amazon.com\/s3\/pricing\/."},{"key":"e_1_2_1_5_1","unstructured":"Google. Google cloud storage pricing; https:\/\/cloud.google.com\/storage\/pricing#network-pricing.  Google. Google cloud storage pricing; https:\/\/cloud.google.com\/storage\/pricing#network-pricing."},{"key":"e_1_2_1_6_1","unstructured":"Google. 2015. Cloud storage transfer service; https:\/\/cloud.google.com\/storage\/transfer\/.  Google. 2015. Cloud storage transfer service; https:\/\/cloud.google.com\/storage\/transfer\/."},{"key":"e_1_2_1_7_1","unstructured":"Google. Google fiber expansion plans; https:\/\/fiber.google.com\/newcities\/.  Google. Google fiber expansion plans; https:\/\/fiber.google.com\/newcities\/."},{"key":"e_1_2_1_8_1","unstructured":"Google. 2015. Offline media import\/export; https:\/\/cloud.google.com\/storage\/docs\/offline-media-import-export.  Google. 2015. Offline media import\/export; https:\/\/cloud.google.com\/storage\/docs\/offline-media-import-export."},{"key":"e_1_2_1_9_1","unstructured":"Herskowitz N. 2015. Microsoft named a leader in Gartner's public cloud storage services for second consecutive year; https:\/\/azure.microsoft.com\/en-us\/blog\/microsoft-named-a-leader-in-gartners-public-cloud-storage-services-for-second-consecutive-year\/.  Herskowitz N. 2015. Microsoft named a leader in Gartner's public cloud storage services for second consecutive year; https:\/\/azure.microsoft.com\/en-us\/blog\/microsoft-named-a-leader-in-gartners-public-cloud-storage-services-for-second-consecutive-year\/."},{"key":"e_1_2_1_10_1","unstructured":"SCSI Trade Association. Oct 14 2015. Serial Attached SCSI Technology Roadmap; http:\/\/www.scsita.org\/library\/2015\/10\/serial-attached-scsi-technology-roadmap.html  SCSI Trade Association. Oct 14 2015. Serial Attached SCSI Technology Roadmap; http:\/\/www.scsita.org\/library\/2015\/10\/serial-attached-scsi-technology-roadmap.html"},{"key":"e_1_2_1_11_1","unstructured":"IEEE. 802.3: Ethernet standards; http:\/\/standards.ieee.org\/about\/get\/802\/802.3.html.  IEEE. 802.3: Ethernet standards; http:\/\/standards.ieee.org\/about\/get\/802\/802.3.html."},{"key":"e_1_2_1_12_1","unstructured":"Microsoft. Microsoft Azure data transfers pricing details; https:\/\/azure.microsoft.com\/en-us\/pricing\/details\/data-transfers\/.  Microsoft. Microsoft Azure data transfers pricing details; https:\/\/azure.microsoft.com\/en-us\/pricing\/details\/data-transfers\/."},{"key":"e_1_2_1_13_1","unstructured":"Ookla. 2015. America's fastest ISPs and mobile networks; http:\/\/www.speedtest.net\/awards\/us\/kansas-city-mo.  Ookla. 2015. America's fastest ISPs and mobile networks; http:\/\/www.speedtest.net\/awards\/us\/kansas-city-mo."},{"key":"e_1_2_1_14_1","unstructured":"PCI-SIG. 2011. Press release: PCI Express 4.0 evolution to 16GT\/s twice the throughput of PCI Express 3.0 technology; http:\/\/kavi.pcisig.com\/news_room\/Press_Releases\/November_29_2011_Press_Release_\/.  PCI-SIG. 2011. Press release: PCI Express 4.0 evolution to 16GT\/s twice the throughput of PCI Express 3.0 technology; http:\/\/kavi.pcisig.com\/news_room\/Press_Releases\/November_29_2011_Press_Release_\/."},{"key":"e_1_2_1_15_1","unstructured":"Rackspace. 2015. Rackspace public cloud pay-as-you-go pricing; http:\/\/www.rackspace.com\/cloud\/public-pricing.  Rackspace. 2015. Rackspace public cloud pay-as-you-go pricing; http:\/\/www.rackspace.com\/cloud\/public-pricing."},{"key":"e_1_2_1_16_1","unstructured":"Shahan R. 2015. Microsoft Corp. Use the Microsoft Azure import\/export service to transfer data to blob storage; https:\/\/azure.microsoft.com\/en-in\/documentation\/articles\/storage-import-export-service\/.  Shahan R. 2015. Microsoft Corp. Use the Microsoft Azure import\/export service to transfer data to blob storage; https:\/\/azure.microsoft.com\/en-in\/documentation\/articles\/storage-import-export-service\/."},{"key":"e_1_2_1_17_1","unstructured":"The Serial ATA International Organization. 2015. SATA naming guidelines; https:\/\/www.sata-io.org\/sata-naming-guidelines.  The Serial ATA International Organization. 2015. SATA naming guidelines; https:\/\/www.sata-io.org\/sata-naming-guidelines."},{"key":"e_1_2_1_18_1","unstructured":"Ultrium LTO. 2014. LTO-6 capacity data sheet; http:\/\/www.lto.org\/wp-content\/uploads\/2014\/06\/ValueProp_Capacity.pdf.  Ultrium LTO. 2014. LTO-6 capacity data sheet; http:\/\/www.lto.org\/wp-content\/uploads\/2014\/06\/ValueProp_Capacity.pdf."},{"key":"e_1_2_1_19_1","unstructured":"Ultrium LTO. 2014. LTO-6 performance data sheet; http:\/\/www.lto.org\/wp-content\/uploads\/2014\/06\/ValueProp_Performance.pdf.  Ultrium LTO. 2014. LTO-6 performance data sheet; http:\/\/www.lto.org\/wp-content\/uploads\/2014\/06\/ValueProp_Performance.pdf."},{"key":"e_1_2_1_20_1","unstructured":"USB Implementers Forum. 2013. SuperSpeed USB (USB 3.0) performance to double with new capabilities; http:\/\/www.businesswire.com\/news\/home\/20130106005027\/en\/SuperSpeed-USB-USB-3.0-Performance-Double-Capabilities.  USB Implementers Forum. 2013. 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