Whale Watching in Inland Indonesia: Analyzing a Small, Remote, Internet-Based Community Cellular Network

While only generating a minuscule percentage of global traffic, largely lost in the noise of large-scale analyses, remote rural networks are the physical frontier of the Internet today. Through tight integration with a local operator’s infrastructure, we gather a unique dataset to characterize and report a year of interaction between finances, utilization, and performance of a novel, remote, data-only Community LTE Network in Bokondini, Indonesia. With visibility to drill down to individual users, we find use highly unbalanced and the network supported by only a handful of relatively heavy consumers. 45% of users are offline more days than online, and the median user consumes only 77 MB per day online and 36 MB per day on average, limiting consumption by frequently “topping up” in small amounts. Outside video and social media, messaging and IP calling provided by over-the-top services like Facebook Messenger, QQ, and WhatsApp comprise a relatively large percentage of traffic consistently across both heavy and light users. Our analysis shows that Internet-only Community Cellular Networks can be profitable despite most users spending less than $1 USD/day, and offers insights into the unique properties of these networks.

[1]  Francisco-Javier Simó-Reigadas,et al.  Sharing low-cost wireless infrastructures with telecommunications operators to bring 3G services to rural communities , 2015, Comput. Networks.

[2]  Nick Feamster,et al.  Broadband internet performance: a view from the gateway , 2011, SIGCOMM.

[3]  Carleen F. Maitland,et al.  Community-Level Access Divides: A Refugee Camp Case Study , 2016, ICTD.

[4]  William D. Tucker,et al.  Making a community network legal within the South African regulatory framework , 2015, ICTD '15.

[5]  Leandro Navarro-Moldes,et al.  On the Guifi.net community network economics , 2020, Comput. Networks.

[6]  Marco J. Haenssgen,et al.  After Access: Inclusion, Development, and a More Mobile Internet , 2017 .

[7]  Manveen Kaur,et al.  Revisiting the State of Cellular Data Connectivity in India , 2015, ACM DEV.

[8]  Nick Feamster,et al.  Measuring broadband access network performance in Pakistan: A comparative study , 2015, 2015 IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops).

[9]  Lakshminarayanan Subramanian,et al.  Dissecting Web Latency in Ghana , 2014, Internet Measurement Conference.

[10]  Matthew Johnson,et al.  Crowdsourcing Rural Network Maintenance and Repair via Network Messaging , 2018, CHI.

[11]  Shaddi Hasan,et al.  The Challenges of Scaling WISPs , 2015, ACM DEV.

[12]  Felix Freitag,et al.  Cloud services in the Guifi.net community network , 2015, Comput. Networks.

[13]  Adrian Perrig,et al.  Networking in Heaven as on Earth , 2018, HotNets.

[14]  Elizabeth M. Belding-Royer,et al.  A First Look at Tribal Web Traffic , 2015, WWW.

[15]  Renata Teixeira,et al.  Speed Measurements of Residential Internet Access , 2012, PAM.

[16]  Kristie B. Hadden,et al.  2020 , 2020, Journal of Surgical Orthopaedic Advances.

[17]  Nabin Kumar Karn,et al.  Measuring Broadband Internet Performance in Nepal , 2017 .

[18]  Ahmed Elmokashfi,et al.  Measuring IPv6 Adoption in Africa , 2017, AFRICOMM.

[19]  Lakshminarayanan Subramanian,et al.  xCache: Rethinking Edge Caching for Developing Regions , 2017, ICTD.

[20]  Zhenyu Zhou,et al.  A View from the Other Side: Understanding Mobile Phone Characteristics in the Developing World , 2016, Internet Measurement Conference.

[21]  Samia Ibtasam,et al.  A Qualitative Exploration of Mobile Money in Ghana , 2018, COMPASS.

[22]  Hubert Eichner,et al.  Towards Federated Learning at Scale: System Design , 2019, SysML.

[23]  Leandro Navarro-Moldes,et al.  Guifi.net, a Crowdsourced Network Infrastructure Held in Common , 2015, Comput. Networks.

[24]  Shaddi Hasan,et al.  An Investigation of Phone Upgrades in Remote Community Cellular Networks , 2017, ICTD.

[25]  Kashif Ali,et al.  Analysis of smartphone adoption and usage in a rural community cellular network , 2015, ICTD.

[26]  J. Leach,et al.  Subversion, Conversion, Development: Cross-Cultural Knowledge Exchange and the Politics of Design , 2014 .

[27]  Kevin C. Almeroth,et al.  Internet usage and performance analysis of a rural wireless network in Macha, Zambia , 2010, NSDR '10.

[28]  Leandro Navarro-Moldes,et al.  Making Community Networks economically sustainable, the guifi.net experience , 2016, GAIA@SIGCOMM.

[29]  Eric A. Brewer,et al.  Scaling Community Cellular Networks with CommunityCellularManager , 2019, NSDI.

[30]  Thomas C. Schmidt,et al.  Leveraging WebRTC for P2P content distribution in web browsers , 2013, 2013 21st IEEE International Conference on Network Protocols (ICNP).

[31]  Jon Crowcroft,et al.  Understanding Internet Usage and Network Locality in a Rural Community Wireless Mesh Network , 2015, AINTEC.

[32]  Matt Welsh,et al.  Siskin: Leveraging the Browser to Share Web Content in Disconnected Environments , 2018, COMPASS.

[33]  Kashif Ali,et al.  Local, sustainable, small-scale cellular networks , 2013, ICTD.

[34]  Mohammad Abdul Awal,et al.  DUMBONET: a multimedia communication system for collaborative emergency response operations in disaster-affected areas , 2007 .

[35]  Francisco-Javier Simó-Reigadas,et al.  The TUCAN3G project: wireless technologies for isolated rural communities in developing countries based on 3G small cell deployments , 2016, IEEE Communications Magazine.

[36]  Savannah Wei Shi,et al.  From Minnows to Whales: An Empirical Study of Purchase Behavior in Freemium Social Games , 2015, Int. J. Electron. Commer..

[37]  Nick Feamster,et al.  Measuring broadband performance in South Africa , 2013, ACM DEV-4 '13.

[39]  Ítalo S. Cunha,et al.  Internet Performance from Facebook's Edge , 2019, Internet Measurement Conference.

[40]  Leandro Navarro-Moldes,et al.  Topology patterns of a community network: Guifi.net , 2012, 2012 IEEE 8th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[41]  Nick Feamster,et al.  Peeking behind the NAT: an empirical study of home networks , 2013, Internet Measurement Conference.

[42]  Jacki O'Neill,et al.  The times they are a-changin': mobile payments in india , 2011, CHI.

[43]  Amalia G. Sabiescu,et al.  Towards self-sustaining community networks in rural areas of developing countries: Understanding local ownership , 2014 .

[44]  Antonio Pescapè,et al.  Analyzing internet censorship in Pakistan , 2016, 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI).

[45]  Matthew Johnson,et al.  dLTE: Building a more WiFi-like Cellular Network: (Instead of the Other Way Around) , 2018, HotNets.

[46]  Arjuna Sathiaseelan,et al.  Deep Diving into Africa's Inter-Country Latencies , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[47]  George C. Polyzos,et al.  Wireless community networks: an alternative approach for nomadic broadband network access , 2011, IEEE Communications Magazine.

[48]  Tahir Ahmad,et al.  Performance Evaluation of Mobile Broadband Cellular Networks in Pakistan , 2016, 2016 IEEE 41st Conference on Local Computer Networks Workshops (LCN Workshops).

[49]  Adrienne Porter Felt,et al.  Measuring HTTPS Adoption on the Web , 2017, USENIX Security Symposium.

[50]  Paul Gardner-Stephen,et al.  The Village Telco project: a reliable and practical wireless mesh telephony infrastructure , 2011, EURASIP J. Wirel. Commun. Netw..

[51]  Matthew Johnson,et al.  Experiences: Design, Implementation, and Deployment of CoLTE, a Community LTE Solution , 2019, MobiCom.