Abstract
In the era of cloud computing and huge information systems, distributed applications should manage dynamic workloads; i.e., the amount of client requests per time unit may vary frequently and servers should rapidly adapt their computing efforts to those workloads. Cloud systems provide a solid basis for this kind of applications but most of the traditional relational database systems are unprepared to scale up with this kind of distributed systems. This paper surveys different techniques being used in modern SQL, NoSQL and NewSQL systems in order to increase the scalability and adaptability in the management of persistent data.
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References
Helland, P.: Life beyond distributed transactions: an apostate’s opinion. In: 3rd Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 132–141 (2007)
Finkelstein, S., Jacobs, D., Brendle, R.: Principles for inconsistency. In: 4th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA (2009)
Chang, F., Dean, J., Ghemawat, S., Hsieh, W.C., Wallach, D.A., Burrows, M., Chandra, T., Fikes, A., Gruber, R.: Bigtable: A distributed storage system for structured data. In: 7th Symp. on Operat. Syst. Design and Implem. (OSDI), pp. 205–218. USENIX Assoc., Seattle (2006)
Cooper, B.F., Baldeschwieler, E., Fonseca, R., Kistler, J.J., Narayan, P.P.S., Neerdaels, C., Negrin, T., Ramakrishnan, R., Silberstein, A., Srivastava, U., Stata, R.: Building a cloud for Yahoo! IEEE Data Eng. Bull. 32, 36–43 (2009)
DeCandia, G., Hastorun, D., Jampani, M., Kakulapati, G., Lakshman, A., Pilchin, A., Sivasubramanian, S., Vosshall, P., Vogels, W.: Dynamo: Amazon’s highly available key-value store. In: 21st ACM Symp. on Operat. Syst. Princ. (SOSP), Stevenson, Washington, USA, pp. 205–220 (2007)
Stonebraker, M., Madden, S., Abadi, D.J., Harizopoulos, S., Hachem, N., Helland, P.: The end of an architectural era (it’s time for a complete rewrite). In: 33rd Intnl. Conf. on Very Large Data Bases (VLDB), pp. 1150–1160. ACM Press, Vienna (2007)
Lomet, D.B., Fekete, A., Weikum, G., Zwilling, M.J.: Unbundling transaction services in the cloud. In: 4th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA (2009)
Campbell, D.G., Kakivaya, G., Ellis, N.: Extreme scale with full SQL language support in Microsoft SQL Azure. In: Intnl. Conf. on Mngmnt. of Data (SIGMOD), pp. 1021–1024. ACM, New York (2010)
Levandoski, J.J., Lomet, D., Mokbel, M.F., Zhao, K.K.: Deuteronomy: Transaction support for cloud data. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 123–133 (2011)
Helland, P., Campbell, D.: Building on quicksand. In: 4th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA (2009)
Muñoz-Escoí, F.D., García-Escrivá, J.R., Pallardó-Lozoya, M.R., Esparza-Peidro, J.: Managing scalable persistent data. Technical Report ITI-SIDI-2011/003, Instituto Tecnológico de Informática, Universitat Politècnica de València, Spain (2011)
Agrawal, D., El Abbadi, A., Antony, S., Das, S.: Data management challenges in cloud computing infrastructures. In: 6th Intnl. Wshop. on Databases in Networked Information Systems (DNIS), Aizu-Wakamatsu, Japan, pp. 1–10 (2010)
Stonebraker, M.: The case for shared nothing. IEEE Database Eng. Bull. 9, 4–9 (1986)
Alonso, G., Kossmann, D., Roscoe, T.: SwissBox: An architecture for data processing appliances. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 32–37 (2011)
Baker, J., Bond, C., Corbett, J.C., Furman, J.J., Khorlin, A., Larson, J., Léon, J.M., Li, Y., Lloyd, A., Yushprakh, V.: Megastore: Providing scalable, highly available storage for interactive services. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 223–234 (2011)
Curino, C., Jones, E.P.C., Popa, R.A., Malviya, N., Wu, E., Madden, S., Balakrishnan, H., Zeldovich, N.: Relational cloud: A database-as-a-service for the cloud. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 235–240 (2011)
Das, S., Agrawal, D., El Abbadi, A.: ElasTraS: An elastic transactional data store in the cloud. CoRR abs/1008.3751 (2010)
Vogels, W.: Eventually consistent. Commun. ACM 52, 40–44 (2009)
Breitbart, Y., Korth, H.F.: Replication and consistency: being lazy helps sometimes. In: 16th ACM Symp. on Princ. of Database Syst., PODS 1997, pp. 173–184. ACM, New York (1997)
Brantner, M., Florescu, D., Graf, D.A., Kossmann, D., Kraska, T.: Building a database on S3. In: Intnl. Conf. on Mngmnt. of Data (SIGMOD), pp. 251–264. ACM Press, Vancouver (2008)
Lakshman, A., Malik, P.: Cassandra: a decentralized structured storage system. Operating Systems Review 44, 35–40 (2010)
Burrows, M.: The Chubby lock service for loosely-coupled distributed systems. In: 7th Symp. on Operat. Syst. Design and Implem. (OSDI), pp. 335–350. USENIX Assoc., Seattle (2006)
Junqueira, F.P., Reed, B.: The life and times of a ZooKeeper. In: 28th Annual ACM Symp. on Princ. of Distrib. Comp. (PODC), p. 4. ACM Press, Calgary (2009)
MacCormick, J., Murphy, N., Najork, M., Thekkath, C.A., Zhou, L.: Boxwood: Abstractions as the foundation for storage infrastructure. In: 6th Simp. on Operat. Syst. Design and Impl. (OSDI), pp. 105–120. USENIX Assoc., San Francisco (2004)
Stonebraker, M., Cattell, R.: Ten rules for scalable performance in ”simple operation” datastores. Commun. ACM 54, 72–80 (2011)
Amazon Web Services LLC: Amazon SimpleDB (2011), http://aws.amazon.com/simpledb/
Lamport, L.: The part-time parliament. ACM Trans. Comput. Syst. 16, 133–169 (1998)
Bernstein, P.A., Reid, C.W., Das, S.: Hyder - a transactional record manager for shared flash. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 9–20 (2011)
Bonnet, P., Bouganim, L.: Flash device support for database management. In: 5th Biennial Conf. on Innov. Data Syst. Research (CIDR), Asilomar, CA, USA, pp. 1–8 (2011)
Microsoft Corp.: Windows Azure: Microsoft’s cloud services platform (2011), http://www.microsoft.com/windowsazure/
VoltDB, Inc.: VoltDB technical overview: Next generation open-source SQL database with ACID for fast-scaling OLTP applications (2010), Downloadable from: http://voltdb.com/_pdf/VoltDBTechnicalOverviewWhitePaper.pdf
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Pallardó-Lozoya, M.R., Esparza-Peidro, J., García-Escrivá, JR., Decker, H., Muñoz-Escoí, F.D. (2011). Scalable Data Management in Distributed Information Systems. In: Meersman, R., Dillon, T., Herrero, P. (eds) On the Move to Meaningful Internet Systems: OTM 2011 Workshops. OTM 2011. Lecture Notes in Computer Science, vol 7046. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25126-9_31
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DOI: https://doi.org/10.1007/978-3-642-25126-9_31
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