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Transactional Interference-Less Balanced Tree

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Distributed Computing (DISC 2015)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 9363))

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Abstract

In this paper, we present TxCF-Tree, a balanced tree whose design is optimized to support transactional accesses. The core optimizations of TxCF-Tree’s operations are: providing a traversal phase that does not use any lock and/or speculation, and deferring the lock acquisition or physical modification to the transaction’s commit phase; isolating the structural operations (such as re-balancing) in an interference-less housekeeping thread; and minimizing the interference between structural operations and the critical path of semantic operations (i.e., additions and removals on the tree). We evaluated TxCF-Tree against the state-of-the-art general methodologies for designing transactional trees and we show that TxCF-Tree’s design pays off in most of workloads.

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References

  1. Afek, Y., Avni, H., Shavit, N.: Towards consistency oblivious programming. In: Fernàndez Anta, A., Lipari, G., Roy, M. (eds.) OPODIS 2011. LNCS, vol. 7109, pp. 65–79. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  2. Afek, Y., Kaplan, H., Korenfeld, B., Morrison, A., Tarjan, R.E.: The CB tree: a practical concurrent self-adjusting search tree. DISC 27(6), 393–417 (2014)

    MATH  MathSciNet  Google Scholar 

  3. Arbel, M., Attiya, H.: Concurrent updates with RCU: search tree as an example. In: PODC, pp. 196–205 (2014)

    Google Scholar 

  4. Avni, H., Suissa-Peleg, A.: Brief announcement: cop composition using transaction suspension in the compiler. In: DISC, pp. 550–552 (2014)

    Google Scholar 

  5. Bronson, N.G., Casper, J., Chafi, H., Olukotun, K.: A practical concurrent binary search tree. In: PPoPP, pp. 257–268 (2010)

    Google Scholar 

  6. Bronson, N.G., Casper, J., Chafi, H., Olukotun, K.: Transactional predication: high-performance concurrent sets and maps for STM. In: PODC, pp. 6–15 (2010)

    Google Scholar 

  7. Brown, T., Ellen, F., Ruppert, E.: A general technique for non-blocking trees. In: PPoPP, pp. 329–342 (2014)

    Google Scholar 

  8. Crain, T., Gramoli, V., Raynal, M.: A speculation-friendly binary search tree. In: PPoPP, pp. 161–170 (2012)

    Google Scholar 

  9. Crain, T., Gramoli, V., Raynal, M.: A contention-friendly binary search tree. In: Wolf, F., Mohr, B., an Mey, D. (eds.) Euro-Par 2013. LNCS, vol. 8097, pp. 229–240. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  10. Dalessandro, L., Spear, M.F., Scott, M.L.: NOrec: streamlining STM by abolishing ownership records. In: PPoPP, pp. 67–78 (2010)

    Google Scholar 

  11. Dice, D., Shalev, O., Shavit, N.N.: Transactional locking II. In: Dolev, S. (ed.) DISC 2006. LNCS, vol. 4167, pp. 194–208. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  12. Drachsler, D., Vechev, M.T., Yahav, E.: Practical concurrent binary search trees via logical ordering. In: PPoPP, pp. 343–356 (2014)

    Google Scholar 

  13. Ellen, F., Fatourou, P., Ruppert, E., van Breugel, F.: Non-blocking binary search trees. In: PODC, pp. 131–140 (2010)

    Google Scholar 

  14. Guerraoui, R., Kapalka, M.: On the correctness of transactional memory. In: PPoPP, pp. 175–184 (2008)

    Google Scholar 

  15. Hassan, A., Palmieri, R., Ravindran, B.: On developing optimistic transactional lazy set. In: Aguilera, M.K., Querzoni, L., Shapiro, M. (eds.) OPODIS 2014. LNCS, vol. 8878, pp. 437–452. Springer, Heidelberg (2014)

    Google Scholar 

  16. Hassan, A., Palmieri, R., Ravindran, B.: Optimistic transactional boosting. In: PPoPP, pp. 387–388 (2014)

    Google Scholar 

  17. Hassan, A., Palmieri, R., Ravindran, B.: Transactional interference-less balanced tree. Technical report, ECE Dept., Virginia Tech, August 2015. www.hyflow.org/pubs/disc15-hassan-TR.pdf

  18. Herlihy, M., Koskinen, E.: Transactional boosting: a methodology for highly-concurrent transactional objects. In: PPoPP, pp. 207–216 (2008)

    Google Scholar 

  19. Herlihy, M., Moss, J.E.B.: Transactional memory: architectural support for lock-free data structures. In: ISCA, pp. 289–300 (1993)

    Google Scholar 

  20. Herlihy, M., Shavit, N.: The Art of Multiprocessor Programming, Revised Reprint. Elsevier (2012)

    Google Scholar 

  21. Howley, S.V., Jones, J.: A non-blocking internal binary search tree. In: SPAA, pp. 161–171 (2012)

    Google Scholar 

  22. Larsen, K.S.: AVL trees with relaxed balance. In: IPPS, pp. 888–893 (1994)

    Google Scholar 

  23. Natarajan, A., Mittal, N.: Fast concurrent lock-free binary search trees. In: PPoPP, pp. 317–328 (2014)

    Google Scholar 

  24. Riegel, T., Felber, P., Fetzer, C.: A lazy snapshot algorithm with eager validation. In: Dolev, S. (ed.) DISC 2006. LNCS, vol. 4167, pp. 284–298. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  25. Xiang, L., Scott, M.L.: Software partitioning of hardware transactions. In: PPoPP, pp. 76–86 (2015)

    Google Scholar 

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Correspondence to Roberto Palmieri .

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Hassan, A., Palmieri, R., Ravindran, B. (2015). Transactional Interference-Less Balanced Tree. In: Moses, Y. (eds) Distributed Computing. DISC 2015. Lecture Notes in Computer Science(), vol 9363. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-48653-5_22

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  • DOI: https://doi.org/10.1007/978-3-662-48653-5_22

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