When things matter: A survey on data-centric internet of things

Journal of Network and Computer Applications

Volumn 64, Issue , 2016, Pages 137-153

  Qin, Yongrui ^a   Sheng, Quan Z ^a   Falkner, Nickolas J G ^a   Dustdar, Schahram ^b   Wang, Hua ^c   Vasilakos, Athanasios V ^d  

^a UNIVERSITY OF ADELAIDE   (Australia)

^b VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^c VICTORIA UNIVERSITY   (Australia)

^d NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Data management; Internet of Things; RFID systems; Wireless sensor networks

Indexed keywords

DATA STREAMS; DIGITAL STORAGE; INFORMATION MANAGEMENT; MACHINE-TO-MACHINE COMMUNICATION; RADIO FREQUENCY IDENTIFICATION (RFID); WIRELESS SENSOR NETWORKS;

COMPLEX EVENT PROCESSING; DATA STORAGE MODELS; DATA STREAM PROCESSING; INTERNET OF THING (IOT); RFID SYSTEMS; STATE OF THE ART; VOLATILE ENVIRONMENTS; WEB TECHNOLOGIES;

INTERNET OF THINGS;

EID: 84959335910     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2015.12.016     Document Type: Article

References (91)

1. Agrawal J, Diao Y, Gyllstrom D, Immerman N. Efficient pattern matching over event streams. In: Proceedings of the ACM SIGMOD international conference on management of data (SIGMOD'08); 2008. p. 147-60.
2. Agrawal S, Chakrabarti K, Chaudhuri S, Ganti V, König AC, Xin D. Exploiting web search engines to search structured databases. In: Proceedings of the 18th international conference on world wide web (WWW). Madrid, Spain: ACM; 2009. p. 501-10.
3. J. An, X. Gui, W. Zhang, J. Jiang, and J. Yang Research on social relations cognitive model of mobile nodes in Internet of Things J Netw Comput Appl 36 2 2013 799 810
4. Anicic D, Fodor P, Rudolph S, Stojanovic N. EP-SPARQL: A unified language for event processing and stream reasoning. In: Proceedings of the 20th international conference on world wide web (WWW); 2011. p. 635-44.
5. Anonymous. National Intelligence Council (NIC). Disruptive civil technologies: Six technologies with potential impacts on us interests out to 2025. Conference report CR, 2008-07,(http://www.dni.gov/nic/NIC-home.html); April 2008.
6. Apache. Apache HBase project (http://www.hbase.apache.org/); 2014.
7. Artikis A, Paliouras G. Tutorial: Formal methods for event processing. In: Proceedings of the 17th international conference on extending database technology (EDBT); 2014. p. 675.
8. Ashton K. 'That internet of things' thing (http://www.rfidjournal.com/article/view/4986); 2009.
9. L. Atzori, A. Iera, and G. Morabito The internet of things: A survey Comput Netw 54 15 2010 2787 2805
10. Babcock B, Olston C. Distributed top-k monitoring. In: Proceedings of the 2003 ACM SIGMOD international conference on management of data (SIGMOD conference); 2003. p. 28-39.
11. Barbieri DF, Braga D, Ceri S, Grossniklaus M. An execution environment for C-SPARQL queries. In: Proceedings of the 13th international conference on extending database technology (EDBT); 2010. p. 441-52.
12. Bolles A, Grawunder M, Jacobi J. Streaming SPARQL-Extending SPARQL to Process Data Streams. In: Proceedings of the fifth European semantic web conference on the semantic web: Research and applications (ESWC); 2008. p. 448-62.
13. Calbimonte J-P, Corcho Ó, Gray AJG. Enabling Ontology-Based Access to Streaming Data Sources. In: Proceedings of the ninth international semantic web conference (ISWC); 2010. p. 96-111.
14. Z. Cao, C.A. Sutton, Y. Diao, and P.J. Shenoy Distributed inference and query processing for RFID tracking and monitoring Proc VLDB Endow 4 5 2011 326 337
15. CASAGRAS. CASAGRAS (Coordination and support action for global rfid-related activities and standardisation); 2000.
16. F. Chang, J. Dean, S. Ghemawat, W.C. Hsieh, D.A. Wallach, M. Burrows, and et al. Bigtable: A distributed storage system for structured data ACM Trans Comput Syst 26 2008 2
17. Chaudhuri S, Ganti V, Xin D. Exploiting web search to generate synonyms for entities. In: Proceedings of the 18th international conference on world wide web (WWW). Madrid, Spain: ACM; 2009. p. 151-60.
18. Chen C, Li F, Ooi BC, Wu S. TI: An efficient indexing mechanism for real-time search on tweets. In: Proceedings of the ACM SIGMOD international conference on management of data (SIGMOD). Athens, Greece: ACM; 2011. p. 649-60.
19. M. Chen, S. Mao, and Y. Liu Big data: A survey Mob Netw Appl J 19 2 2014 171 209
20. J. de Andrade Silva, E.R. Faria, R.C. Barros, E.R. Hruschka, A.C.P.L.F. de Carvalho, and J. Gama Data stream clustering: A survey ACM Comput Surv 46 1 2013 13
21. DeCandia G, Hastorun D, Jampani M, Kakulapati G, Lakshman A, Pilchin A, et al. Dynamo: Amazon's highly available key-value store. In: Proceedings of the 21st ACM symposium on operating systems principles (SOSP); 2007. p. 205-20.
22. Dong A, Zhang R, Kolari P, Bai J, Diaz F, Chang Y, et al. Time is of the Essence: Improving recency ranking using twitter data. In: Proceedings of the 19th international conference on world wide web (WWW). Raleigh, NC, USA: ACM; 2010. p. 331-40.
23. Elahi BM, Römer K, Ostermaier B, Fahrmair M, Kellerer W. Sensor ranking: A primitive for efficient content-based sensor search. In: Proceedings of the eighth international conference on information processing in sensor networks (IPSN). San Francisco, CA, USA: IEEE; 2009. p. 217-28.
24. European Commission. European Commission: Internet of things, an action plan for Europe (http://europa.eu/legislation-summaries/information-society/internet/si0009-en.htm); 2009.
25. Fan W, Geerts F, Ma S, Müller H. Detecting Inconsistencies in Distributed Data. In: Proceedings of the 26th international conference on data engineering (ICDE). Long Beach, CA, USA: IEEE; 2010. p. 64-75.
26. Fazzinga B., Flesca S., Furfaro F., Parisi F., Cleaning trajectory data of RFID-monitored objects through conditioning under integrity constraints. Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings; 2014. p. 379-390.
27. C. Frank, P. Bolliger, F. Mattern, and W. Kellerer The sensor internet at work: Locating everyday items using mobile phones Pervas Mob Comput 4 3 2008 421 447
28. Gama J. Knowledge discovery from data streams. Chapman and Hall/CRC data mining and knowledge discovery series. Boca Raton, FL: CRC Press; 2010.
29. Ganti RK, Pham N, Ahmadi H, Nangia S, Abdelzaher TF. GreenGPS: A participatory sensing fuel-efficient maps application. In: Proceedings of the eighth international conference on mobile systems, applications, and services (MobiSys). San Francisco, CA, USA: ACM; 2010. p. 151-64.
30. Gerber D, Hellmann S, Bühmann L, Soru T, Usbeck R, Ngomo A-CN. Real-time RDF extraction from unstructured data streams. In: Proceedings of the 12th international semantic web conference (ISWC); 2013. p. 135-50.
31. S. Gilbert, and N.A. Lynch Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services SIGACT News 33 2 2002 51 59
32. Guha S, Plarre K, Lissner D, Mitra S, Krishna B, Dutta P, et al. AutoWitness: Locating and tracking stolen property while tolerating gps and radio outages. In: Proceedings of the eighth international conference on embedded networked sensor systems (SenSys). Zurich, Switzerland: ACM; 2010. p. 29-42.
33. Guinard D. A web of things for smarter cities. In: Technical talk; 2010. p. 1-8.
34. B. Guo, D. Zhang, Z. Wang, Z. Yu, and X. Zhou Opportunistic IoT: Exploring the harmonious interaction between human and the internet of things J Netw Comput Appl 36 6 2013 1531 1539
35. Gupta M, Intille SS, Larson K. Adding GPS-control to traditional thermostats: An exploration of potential energy savings and design challenges. In: Proceedings of the seventh international conference on pervasive computing (Pervasive). Nara, Japan: Springer; 2009. p. 95-114.
36. Hasan S, O'Riain S, Curry E. Approximate semantic matching of heterogeneous events. In: Proceedings of the sixth ACM international conference on distributed event-based systems (DEBS); 2012. p. 252-63.
37. Hasan S, O'Riain S, Curry E. Towards unified and native enrichment in event processing systems. In: Proceedings of the seventh ACM international conference on distributed event-based systems (DEBS); 2013. p. 171-82.
38. He Y, Barman S, Naughton JF. On load shedding in complex event processing. In: Proceedings of the 17th international conference on database theory (ICDT); 2014. p. 213-24.
39. Heinze T, Ji Y, Pan Y, Grüneberger FJ, Jerzak Z, Fetzer C. Elastic complex event processing under varying query load. In: Proceedings of the first international workshop on big dynamic distributed data; 2013. p. 25-30.
40. INFSO. INFSO D.4 Networked enterprise & RFID INFSO G.2 micro & nanosystems. In: Co-operation with the working group RFID of the ETP EPOSS, Internet of things in 2020, Roadmap for the future, version 1.1; 27 May 2008.
41. ITU. International telecommunication union (ITU) internet reports. The internet of things; November 2005.
42. James AE, Cooper J, Jeffery KG, Saake G. Research directions in database architectures for the internet of things: A communication of the first international workshop on database architectures for the internet of things (DAIT 2009). In: Proceedings of the 26th British national conference on databases (BNCOD). Birmingham, UK: Springer; 2009. p. 225-33.
43. Jeffery SR, Garofalakis MN, Franklin MJ. Adaptive cleaning for RFID data streams. In: Proceedings of the 32nd international conference on very large data bases (VLDB); 2006. p. 163-74.
44. S. Kadambi, J. Chen, B.F. Cooper, D. Lomax, R. Ramakrishnan, A. Silberstein, and et al. Where in the world is my data? Proc VLDB Endow 4 11 2011 1040 1050
45. Klasnja PV, Consolvo S, Choudhury T, Beckwith R, Hightower J. Exploring privacy concerns about personal sensing. In: Proceedings of the seventh international conference on pervasive computing (Pervasive). Nara, Japan: Springer; 2009. p. 176-83.
46. Knorr EM, Ng RT. Algorithms for mining distance-based outliers in large datasets. In: Proceedings of 24th international conference on very large data bases (VLDB); 1998. p. 392-403.
47. N. Koshizuka, and K. Sakamura Ubiquitous ID: Standards for ubiquitous computing and the internet of things IEEE Pervas Comput 9 4 2010 98 101
48. Kounavis ME, Kang X, Grewal K, Eszenyi M, Gueron S, Durham D. Encrypting the internet. In: Proceedings of the ACM SIGCOMM conference on applications, technologies, architectures, and protocols for computer communications (SIGCOMM). New Delhi, India: ACM; 2010. p. 135-46.
49. Lagesse B, Kumar M, Paluska JM, Wright M. DTT: A distributed trust toolkit for pervasive systems. In: Proceedings of the seventh annual IEEE international conference on pervasive computing and communications (PerCom). Galveston, TX, USA: IEEE; 2009. p. 1-8.
50. Lai T-T, Chen Y-H, Huang P, Chu H-H. PipeProbe: A mobile sensor droplet for mapping hidden pipeline. In: Proceedings of the eighth international conference on embedded networked sensor systems (SenSys). Zurich, Switzerland: ACM; 2010. p. 113-26.
51. A. Lakshman, and P. Malik Cassandra: A decentralized structured storage system Oper Syst Rev 44 2 2010 35 40
52. Lester J, Hartung C, Pina L, Libby R, Borriello G, Duncan G. Validated caloric expenditure estimation using a single body-worn sensor. In: Proceedings of the 11th international conference on ubiquitous computing (Ubicomp). Orlando, FL, USA: ACM; 2009. p. 225-34.
53. Li S, Xu LD, Zhao S. The Internet of things: A survey. Inf Syst Front 17 (2), 2015, 243-259.
54. Liao G, Li J, Chen L, Wan C. KLEAP: An efficient cleaning method to remove cross-reads in RFID streams. In: Proceedings of the 20th ACM conference on information and knowledge management (CIKM); 2011. p. 2209-12.
55. Liu M, Rundensteiner EA, Dougherty DJ, Gupta C, Wang S, Ari I, et al. High-performance nested CEP query processing over event streams. In: Proceedings of the 27th international conference on data engineering (ICDE); 2011. p. 123-34.
56. Mathur S, Jin T, Kasturirangan N, Chandrasekaran J, Xue W, Gruteser M, et al. ParkNet: Drive-by sensing of road-side parking statistics. In: Proceedings of the eighth international conference on mobile systems, applications, and services (MobiSys). San Francisco, CA, USA: ACM; 2010. p. 123-36.
57. Mattern F, Floerkemeier C. From the internet of computers to the internet of things. In: From active data management to event-based systems and more. Berlin, Heidelberg: Springer; 2010. p. 242-59.
58. Mottola L. Programming storage-centric sensor networks with squirrel. In: Proceedings of the ninth international conference on information processing in sensor networks (IPSN). Stockholm, Sweden: IEEE; 2010. p. 1-12.
59. Nath S. Energy efficient sensor data logging with amnesic flash storage. In: Proceedings of the eighth international conference on information processing in sensor networks (IPSN). San Francisco, CA, USA: IEEE; 2009. p. 157-68.
60. Y. Nie, R. Cocci, Z. Cao, Y. Diao, and P.J. Shenoy SPIRE: Efficient data inference and compression over rfid streams IEEE Trans Knowl Data Eng 24 1 2012 141 155
61. B.C. Ooi, K.-L. Tan, and A.K.H. Tung Sense the physical, walkthrough the virtual, manage the Co (existing) spaces: A database perspective SIGMOD Rec 38 3 2009 5 10
62. Perera C, Zaslavsky AB, Christen P, Georgakopoulos D. Context aware computing for the internet of things: A survey. CoRR abs/1305.0982, 2013.
63. Phuoc DL, Dao-Tran M, Parreira JX, Hauswirth M. A native and adaptive approach for unified processing of linked streams and linked data. In: Proceedings of the 10th international semantic web conference (ISWC); 2011. p. 370-88.
64. Priyantha NB, Kansal A, Goraczko M, Zhao F. Tiny Web Services: Design and implementation of interoperable and evolvable sensor networks. In: Proceedings of the sixth international conference on embedded networked sensor systems (SenSys). Raleigh, NC, USA: ACM; 2008. p. 253-66.
65. Ramanathan N, Schoellhammer T, Kohler E, Whitehouse K, Harmon T, Estrin D. Suelo: Human-assisted sensing for exploratory soil monitoring studies. In: Proceedings of the seventh international conference on embedded networked sensor systems (SenSys). Berkeley, CA, USA: ACM; 2009. p. 197-210.
66. Roussos G. Networked RFID-systems, software and services; 2008. p. 1-168
67. Sakaki T, Okazaki M, Matsuo Y. Earthquake shakes twitter users: Real-time event detection by social sensors. In: Proceedings of the 19th international conference on world wide web (WWW). Raleigh, NC, USA: ACM; 2010. p. 851-60.
68. Q.Z. Sheng, X. Li, and S. Zeadally Enabling next-generation rfid applications: Solutions and challenges IEEE Comput 41 September (9) 2008 21 28
69. Stephan P, Meixner G, Koessling H, Floerchinger F, Ollinger L. Product-mediated communication through digital object memories in heterogeneous value chains. In: Proceedings of the eighth annual IEEE International conference on pervasive computing and communications (PerCom). Mannheim, Germany: IEEE 2010. p. 199-207.
70. Stonebraker M, Abadi DJ, Batkin A, Chen X, Cherniack M, Ferreira M, et al. C-Store: A column-oriented DBMS. In: Proceedings of the 31st international conference on very large data bases (VLDB). Trondheim, Norway: ACM; 2005. p. 553-64.
71. Stonebraker M, Madden S, Abadi DJ, Harizopoulos S, Hachem N, Helland P. The end of an architectural era (it's time for a complete rewrite). In: Proceedings of the 33rd international conference on very large data bases (VLDB). Austria: ACM, University of Vienna; 2007. p. 1150-60.
72. Subramaniam S, Gunopulos D. A survey of stream processing problems and techniques in sensor networks. In: Data streams-models and algorithms; 2007. p. 333-52.
73. C.C. Tan, B. Sheng, H. Wang, and Q. Li Microsearch: A search engine for embedded devices used in pervasive computing ACM Trans Embed Comput Syst 9 4 2010 29
74. Teymourian K, Rohde M, Paschke A. Fusion of background knowledge and streams of events. In: DEBS; 2012. p. 302-13.
75. Tran TTL, Sutton CA, Cocci R, Nie Y, Diao Y, Shenoy PJ. Probabilistic inference over RFID streams in mobile environments. In: Proceedings of the 25th international conference on data engineering (ICDE); 2009. p. 1096-107.
76. Tsatsanifos G, Sacharidis D, Sellis TK. On enhancing scalability for distributed RDF/S stores. In: Proceedings of the 14th international conference on extending database technology (EDBT). Uppsala, Sweden: ACM; 2011. p. 141-52.
77. Tsiftes N, Dunkels A. A database in every sensor. In: Proceedings of the ninth international conference on embedded networked sensor systems (SenSys). Seattle, WA, USA: ACM; 2011. p. 316-32.
78. F. Wang, and J. Liu Networked wireless sensor data collection: Issues, challenges, and approaches IEEE Commun Surv Tutor 13 4 2011 673 687
79. H. Wang, C.C. Tan, and Q. Li Snoogle: A search engine for pervasive environments IEEE Trans Parallel Distrib Syst 21 8 2010 1188 1202
80. Weikum G. Database researchers: Plumbers or thinkers?. In: Proceedings of the 14th international conference on extending database technology (EDBT). Uppsala, Sweden: ACM; 2011. p. 9-10.
81. E. Welbourne, L. Battle, G. Cole, K. Gould, K. Rector, S. Raymer, and et al. Building the internet of things using RFID: The RFID ecosystem experience IEEE Internet Comput 13 3 2009 48 55
82. Wu E, Diao Y, Rizvi S. High-performance complex event processing over streams. In: Proceedings of the ACM SIGMOD international conference on management of data (SIGMOD'06); 2006. p. 407-18.
83. Y. Wu, Q.Z. Sheng, H. Shen, and S. Zeadally Modeling object flows from distributed and federated rfid data streams for efficient tracking and tracing IEEE Trans Parallel Distrib Syst 24 10 2013 2036 2045
84. Z. Yan, P. Zhang, and A.V. Vasilakos Research on social relations cognitive model of mobile nodes in internet of things J. Netw Comput Appl 42 2014 120 134
85. Yang Y, Wang L, Noh DK, Le HK, Abdelzaher TF. SolarStore: Enhancing data reliability in solar-powered storage-centric sensor networks. In: Proceedings of the seventh international conference on mobile systems, applications, and services (MobiSys). Kraków, Poland: ACM; 2009. p. 333-46.
86. K.-K. Yap, V. Srinivasan, and M. Motani MAX: Wide area human-centric search of the physical world ACM Trans Sens Netw 4 4 2008 34
87. Yuan J, Zheng Y, Zhang L, Xie X, Sun G. Where to find my next passenger?. In: Proceedings of the 13th international conference on ubiquitous computing (Ubicomp). Beijing, China: ACM; 2011. p. 109-18.
88. D. Zeng, S. Guo, and Z. Cheng The web of things: A survey (invited paper) J Commun 6 6 2011 424 438
89. Zhang Y, Pham M-D, Corcho Ó, Calbimonte J-P. SRBench: A streaming RDF/SPARQL benchmark. In: Proceedings of the 11th international semantic web conference (ISWC); 2012. p. 641-57.
90. Zhou Q, Simmhan Y, Prasanna VK. Towards an inexact semantic complex event processing framework. In: Proceedings of the fifth acm international conference on distributed event-based systems (DEBS); 2011. p. 401-2.
91. Zimmerman T, Robson C. Monitoring residential noise for prospective home owners and renters. In: Proceedings of the ninth international conference on pervasive computing (Pervasive). San Francisco, CA, USA: Springer; 2011. p. 34-49.