Kevin Gomez

About

2018 Master of Science (M.Sc.) Computer Science at Leipzig University
2016 Bachelor of Science (B.Sc.) Computer Science at Leipzig University

Contact

+49 341 97 32370
gomez [at] informatik.uni-leipzig.de
Augustusplatz 10, Paulinum, Raum P414

Interests

Distributed Computation Frameworks (Apache Flink, Apache Spark)
Distributed Graph Processing (Apache Giraph, Gelly, GraphX)
Stream Processing and State Handling

Selected Talks

Temporal Graph Analysis @ ScaDS.AI Living Lab Lecture Series 2021 [1]
Gradoop @BOSS’20 at 46th International Conference on VLDB [2]
Gradoop @FOSDEM 2020 GraphDevroom [3]
Gradoop @GRIDKA19 Karlsruhe 08/2019 [4]

Supervision of Thesis

Running:
- Bachelor Thesis: Maurice Eisenblätter, Optimizing Gradoop using data source serialization
- Master Thesis: Maurice Eisenblätter, Implementation of an In-Memory data structure of the EPGM
Finished:
- Master Thesis: Simon Bordewisch, End-To-End Graph Stream Analytics [5]
- Master Thesis: Lukas Christ, Time-dependent Graph Pattern Matching [6]
- Master Thesis: Timo Adameit, An Evaluation of the EPGM based on Apache Spark [7]
- Bachelor Thesis: Lucas Schons, Distributed Layouting of Graph Collections with GRADOOP [8]
- Master Thesis: Daniel Baumgarten, Graph Layouting with GRADOOP [9]
- Master Thesis: Elias Saalmann, An Evaluation of the EPGM based on Apache Flink’s Table API [10]

Publications

[11]

[12]

[13]

Rost, C. [14]; Gomez, K. [15]; Christen, P. [16]; Rahm, E. [17]
Evolution of Degree Metrics in Large Temporal Graphs [18]
Conference on Database Systems for Business, Technology and Web (BTW) 2023
2023 [19]

[20]

[21]

[22]

[23]

Rost, C [24]; Gomez, K [25]; Taeschner, M [26]; Fritzsche, P [27]; Schons, L [28]; Christ, L [29]; Adameit, T [30]; Junghanns, M [31]; Rahm, E [32]
Distributed temporal graph analytics with GRADOOP [33]
VLDB Journal 2021 Special Issue Paper
2021-05 [34]

[35]

[36]

[37]

[38]

Gomez, K. [39]; Taeschner, M. [40]; Rostami, M. Ali [41]; Rost, C. [42]; Rahm, E. [43]
Graph Sampling with Distributed In-Memory Dataflow Systems [44]
Proc. Datenbanksysteme für Business, Technologie und Web (BTW) 2021
2021-03 [45]

[46]

[47]

[48]

Rost, C. [49]; Gomez, K. [50]; Fritzsche, P. [51]; Thor, A. [52]; Rahm, E. [53]
Exploration and Analysis of Temporal Property Graphs [54]
24th International Conference on Extending Database Technology (EDBT)
2021-03 [55]

[56]

[57]

[58]

[59]

Gomez, K. [60]; Taeschner, M. [61]; Rostami, M. Ali. [62]; Rost, C. [63]; Rahm, E. [64]
Distributed Graph Sampling with In-Memory Dataflow Systems [65]
Techn. Report, Univ. of Leipzig, arXiv:1910.04493, Oct 2019
2019-10 [66]

[67]

[68]

[69]

Rost, C. [70]; Thor, A. [71]; Fritzsche, P. [72]; Gomez, K. [73]; Rahm, E. [74]
Evolution Analysis of Large Graphs with Gradoop [75]
Proc. of Intl. Workshop on Advances in managing and mining large evolving graphs (LEG@ECML-PKDD)
2019-09 [76]

[77]

[78]

[79]

Junghanns, Martin [80]; Kießling, Max [81]; Teichmann, Niklas [82]; Gomez, Kevin [83]; Petermann, Andre [84]; Rahm, Erhard [85]
Declarative and distributed graph analytics with GRADOOP [86]
PVLDB
2018-08 [87]

[88]

[89]

[90]

Petermann, A. [91]; Junghanns, M. [92]; Kemper, S. [93]; Gomez, K. [94]; Teichmann, N. [95]; Rahm, E. [96];
Graph Mining for Complex Data Analytics [97]
Proc. ICDM 2016 (Demo paper)
2016-12 [98]

[99]

[100]

[101]

Junghanns, M. [102]; Petermann, A. [103]; Teichmann, N. [104]; Gomez, K. [105]; Rahm, E. [106]
Analyzing Extended Property Graphs with Apache Flink [107]
Proc. Int. SIGMOD workshop on Network Data Analytics (NDA)
2016-07 [108]

[109]

[110]

[111]

Junghanns, M. [112]; Petermann, A. [113]; Gomez, K. [114]; Rahm, E. [115]
GRADOOP: Scalable Graph Data Management and Analytics with Hadoop [116]
Techn. Report, Univ. of Leipzig, arXiv:1506.00548, June 2015
2015-06 [117]

Links:
[1] https://youtu.be/cFO13fu5xDo?list=PLZkHu66nUK_7nKqkzpPqvEC04qI2kzFRU
[2] https://boss-workshop.github.io/boss-2020/#program
[3] https://fosdem.org/2020/schedule/event/graph_temporal_gradoop/
[4] https://indico.scc.kit.edu/event/460/contributions/5772/attachments/2873/4171/gradoop_gridka19.pdf
[5] https://dbs.uni-leipzig.de/file/Masterarbeit-Simon-Bordewisch.pdf
[6] https://dbs.uni-leipzig.de/file/Masterarbeit-Lukas-Christ.pdf
[7] https://dbs.uni-leipzig.de/file/Masterarbeit-Timo-Adameit.pdf
[8] https://dbs.uni-leipzig.de/file/Bacheloarbeit-Lucas-Schons.pdf
[9] https://dbs.uni-leipzig.de/file/Masterarbeit-Daniel-Baumgarten.pdf
[10] https://dbs.uni-leipzig.de/file/Masterarbeit_Saalmann.pdf
[11] https://old.dbs.uni-leipzig.de/file/Rost2023-BTW2023-EvolutionOfDegreeMetricsInLargeTemporalGraphs.pdf
[12] http://scholar.google.com/scholar?q=+Rost+Gomez+Christen+Rahm+intitle%3A%22Evolution+of+Degree+Metrics+in+Large+Temporal+Graphs%22
[13] https://old.dbs.uni-leipzig.de/de/publication/title/evolution_of_degree_metrics_in_large_temporal_graphs
[14] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[15] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[16] https://old.dbs.uni-leipzig.de/de/publication/author/Christen, P
[17] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[18] https://old.dbs.uni-leipzig.de/de/publication/title/evolution_of_degree_metrics_in_large_temporal_graphs
[19] https://old.dbs.uni-leipzig.de/de/publication/year/2023
[20] https://old.dbs.uni-leipzig.de/file/Rost2021_Article_DistributedTemporalGraphAnalyt.pdf
[21] https://link.springer.com/article/10.1007/s00778-021-00667-4
[22] http://scholar.google.com/scholar?q=+Rost+Gomez+Taeschner+Fritzsche+Schons+Christ+Adameit+Junghanns+Rahm+intitle%3A%22Distributed+temporal+graph+analytics+with+GRADOOP%22
[23] https://old.dbs.uni-leipzig.de/de/publication/title/distributed_temporal_graph_analytics_with_gradoop
[24] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[25] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[26] https://old.dbs.uni-leipzig.de/de/publication/author/Taeschner, M
[27] https://old.dbs.uni-leipzig.de/de/publication/author/Fritzsche, P
[28] https://old.dbs.uni-leipzig.de/de/publication/author/Schons, L
[29] https://old.dbs.uni-leipzig.de/de/publication/author/Christ, L
[30] https://old.dbs.uni-leipzig.de/de/publication/author/Adameit, T
[31] https://old.dbs.uni-leipzig.de/de/publication/author/Junghanns, M
[32] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[33] https://old.dbs.uni-leipzig.de/de/publication/title/distributed_temporal_graph_analytics_with_gradoop
[34] https://old.dbs.uni-leipzig.de/de/publication/year/2021
[35] https://old.dbs.uni-leipzig.de/file/A3-21.pdf
[36] https://dl.gi.de/handle/20.500.12116/35798
[37] http://scholar.google.com/scholar?q=+Gomez+Taeschner+Rostami+Rost+Rahm+intitle%3A%22Graph+Sampling+with+Distributed+In-Memory+Dataflow+Systems%22
[38] https://old.dbs.uni-leipzig.de/de/publication/title/graph_sampling_with_distributed_in_memory_dataflow_systems
[39] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[40] https://old.dbs.uni-leipzig.de/de/publication/author/Taeschner, M
[41] https://old.dbs.uni-leipzig.de/de/publication/author/Rostami, M
[42] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[43] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[44] https://old.dbs.uni-leipzig.de/de/publication/title/graph_sampling_with_distributed_in_memory_dataflow_systems
[45] https://old.dbs.uni-leipzig.de/de/publication/year/2021
[46] https://old.dbs.uni-leipzig.de/file/EDBT_DEMO_Rost_2021_published.pdf
[47] http://scholar.google.com/scholar?q=+Rost+Gomez+Fritzsche+Thor+Rahm+intitle%3A%22Exploration+and+Analysis+of+Temporal+Property+Graphs%22
[48] https://old.dbs.uni-leipzig.de/de/publication/title/exploration_and_analysis_of_temporal_property_graphs
[49] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[50] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[51] https://old.dbs.uni-leipzig.de/de/publication/author/Fritzsche, P
[52] https://old.dbs.uni-leipzig.de/de/publication/author/Thor, A
[53] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[54] https://old.dbs.uni-leipzig.de/de/publication/title/exploration_and_analysis_of_temporal_property_graphs
[55] https://old.dbs.uni-leipzig.de/de/publication/year/2021
[56] https://old.dbs.uni-leipzig.de/file/1910.04493.pdf
[57] http://arxiv.org/abs/1910.04493
[58] http://scholar.google.com/scholar?q=+Gomez+Taeschner+Rostami+Rost+Rahm+intitle%3A%22Distributed+Graph+Sampling+with+In-Memory+Dataflow+Systems%22
[59] https://old.dbs.uni-leipzig.de/de/publication/title/distributed_graph_sampling_dataflow_systems
[60] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[61] https://old.dbs.uni-leipzig.de/de/publication/author/Taeschner, M
[62] https://old.dbs.uni-leipzig.de/de/publication/author/Rostami, M
[63] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[64] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[65] https://old.dbs.uni-leipzig.de/de/publication/title/distributed_graph_sampling_dataflow_systems
[66] https://old.dbs.uni-leipzig.de/de/publication/year/2019
[67] https://old.dbs.uni-leipzig.de/file/LEGECML-PKDD_2019_paper_9.pdf
[68] http://scholar.google.com/scholar?q=+Rost+Thor+Fritzsche+Gomez+Rahm+intitle%3A%22Evolution+Analysis+of+Large+Graphs+with+Gradoop%22
[69] https://old.dbs.uni-leipzig.de/de/publication/title/evolution_analysis_of_large_graphs_with_gradoop
[70] https://old.dbs.uni-leipzig.de/de/publication/author/Rost, C
[71] https://old.dbs.uni-leipzig.de/de/publication/author/Thor, A
[72] https://old.dbs.uni-leipzig.de/de/publication/author/Fritzsche, P
[73] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[74] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[75] https://old.dbs.uni-leipzig.de/de/publication/title/evolution_analysis_of_large_graphs_with_gradoop
[76] https://old.dbs.uni-leipzig.de/de/publication/year/2019
[77] http://www.vldb.org/pvldb/vol11/p2006-junghanns.pdf
[78] http://scholar.google.com/scholar?q=+Junghanns+Teichmann+Gomez+Petermann+Rahm+intitle%3A%22Declarative+and+distributed+graph+analytics+with+GRADOOP%22
[79] https://old.dbs.uni-leipzig.de/de/publication/title/declarative_and_distributed_graph_analytics_with_gradoop
[80] https://old.dbs.uni-leipzig.de/de/publication/author/Junghanns, M
[81] https://old.dbs.uni-leipzig.de/de/publication/author/Kießling, M
[82] https://old.dbs.uni-leipzig.de/de/publication/author/Teichmann, N
[83] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[84] https://old.dbs.uni-leipzig.de/de/publication/author/Petermann, A
[85] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[86] https://old.dbs.uni-leipzig.de/de/publication/title/declarative_and_distributed_graph_analytics_with_gradoop
[87] https://old.dbs.uni-leipzig.de/de/publication/year/2018
[88] https://old.dbs.uni-leipzig.de/file/Graph_Mining_for_Complex_Data_Analytics.pdf
[89] http://scholar.google.com/scholar?q=+Petermann+Junghanns+Kemper+Gomez+Teichmann+Rahm+intitle%3A%22Graph+Mining+for+Complex+Data+Analytics%22
[90] https://old.dbs.uni-leipzig.de/de/publication/title/graph_mining_for_complex_data_analytics
[91] https://old.dbs.uni-leipzig.de/de/publication/author/Petermann, A
[92] https://old.dbs.uni-leipzig.de/de/publication/author/Junghanns, M
[93] https://old.dbs.uni-leipzig.de/de/publication/author/Kemper, S
[94] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[95] https://old.dbs.uni-leipzig.de/de/publication/author/Teichmann, N
[96] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[97] https://old.dbs.uni-leipzig.de/de/publication/title/graph_mining_for_complex_data_analytics
[98] https://old.dbs.uni-leipzig.de/de/publication/year/2016
[99] https://old.dbs.uni-leipzig.de/file/EPGM.pdf
[100] http://scholar.google.com/scholar?q=+Junghanns+Petermann+Teichmann+Gomez+Rahm+intitle%3A%22Analyzing+Extended+Property+Graphs+with+Apache+Flink%22
[101] https://old.dbs.uni-leipzig.de/de/publication/title/analyzing_extended_property_graphs_with_apache_flink
[102] https://old.dbs.uni-leipzig.de/de/publication/author/Junghanns, M
[103] https://old.dbs.uni-leipzig.de/de/publication/author/Petermann, A
[104] https://old.dbs.uni-leipzig.de/de/publication/author/Teichmann, N
[105] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[106] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[107] https://old.dbs.uni-leipzig.de/de/publication/title/analyzing_extended_property_graphs_with_apache_flink
[108] https://old.dbs.uni-leipzig.de/de/publication/year/2016
[109] https://old.dbs.uni-leipzig.de/file/GradoopTR.pdf
[110] http://scholar.google.com/scholar?q=+Junghanns+Petermann+Gomez+Rahm+intitle%3A%22GRADOOP%3A+Scalable+Graph+Data+Management+and+Analytics+with+Hadoop+%22
[111] https://old.dbs.uni-leipzig.de/de/publication/title/gradoop_scalable_graph_data_management_and_analytics_with_hadoop
[112] https://old.dbs.uni-leipzig.de/de/publication/author/Junghanns, M
[113] https://old.dbs.uni-leipzig.de/de/publication/author/Petermann, A
[114] https://old.dbs.uni-leipzig.de/de/publication/author/Gomez, K
[115] https://old.dbs.uni-leipzig.de/de/publication/author/Rahm, E
[116] https://old.dbs.uni-leipzig.de/de/publication/title/gradoop_scalable_graph_data_management_and_analytics_with_hadoop
[117] https://old.dbs.uni-leipzig.de/de/publication/year/2015