Log Clustering Approach Selection

Attribute weights
Objectives

Data & System

Clustering techniques

Evaluation











Approaches ranked by query similarity
  1. Christensen and Li (2013) - 1.0
  2. Gainaru et al. (2011) - 1.0
  3. Hamooni et al. (2016) - 1.0
  4. Jain et al. (2009) - 1.0
  5. Joshi et al. (2014) - 1.0
  6. Ning et al. (2014) - 1.0
  7. Agrawal et al. (2019) - 0.75
  8. Aharon et al. (2009) - 0.75
  9. Carasso (2012) - 0.75
  10. Du and Li (2016) - 0.75
  11. He et al. (2017b) - 0.75
  12. Li et al. (2018) - 0.75
  13. Mizutani (2013) - 0.75
  14. Nandi et al. (2016) - 0.75
  15. Sequence (2014) - 0.75
  16. Shima (2016) - 0.75
  17. Taerat et al. (2011) - 0.75
  18. Zhang et al. (2019) - 0.75
  19. Du et al. (2016) - 0.625
  20. Aussel et al. (2018) - 0.5
  21. Fu et al. (2009) - 0.5
  22. Gurumdimma et al. (2015) - 0.5
  23. Jayathilake et al. (2017) - 0.5
  24. Jiang et al. (2008) - 0.5
  25. Juvonen et al. (2015) - 0.5
  26. Li et al. (2017) - 0.5
  27. Makanju et al. (2009a) - 0.5
  28. Qiu et al. (2010) - 0.5
  29. Salfner and Tschirpke (2008) - 0.5
  30. Schipper et al. (2019) - 0.5
  31. Wurzenberger et al. (2017b) - 0.5
  32. Xu et al. (2009) - 0.5
  33. Zou et al. (2016) - 0.5
  34. Zulkernine et al. (2013) - 0.5
  35. Chuah et al. (2010) - 0.375
  36. Tang and Li (2010) - 0.375
  37. Du and Cao (2015) - 0.25
  38. He et al. (2017a) - 0.25
  39. Jia et al. (2017) - 0.25
  40. Kimura et al. (2014) - 0.25
  41. Leichtnam et al. (2017) - 0.25
  42. Li et al. (2005) - 0.25
  43. Lin et al. (2005) - 0.25
  44. Menkovski and Petkovic (2017) - 0.25
  45. Messaoudi et al. (2018) - 0.25
  46. Nagappan and Vouk (2010) - 0.25
  47. Reidemeister et al. (2011) - 0.25
  48. Ren et al. (2018) - 0.25
  49. Stearley (2004) - 0.25
  50. Tang et al. (2011) - 0.25
  51. Tovarnak et al. (2019) - 0.25
  52. Vaarandi (2003) - 0.25
  53. Vaarandi (2004) - 0.25
  54. Vaarandi and Pihelgas (2015) - 0.25
  55. Wang et al. (2018) - 0.25
  56. Wurzenberger et al. (2017a) - 0.25
  57. Wurzenberger et al. (2019) - 0.25
  58. Zhang et al. (2017) - 0.25
  59. Zhao and Xiao (2016) - 0.25
  60. Kobayashi et al. (2014) - 0.0
  61. Thaler et al. (2017) - 0.0
PCA