TY - GEN
T1 - DEEM'22
T2 - 2022 ACM SIGMOD International Conference on the Management of Data
AU - Boehm, Matthias
AU - Varma, Paroma
AU - Xin, Doris
N1 - Publisher Copyright:
© 2022 Owner/Author.
PY - 2022/6/10
Y1 - 2022/6/10
N2 - The DEEM'22 workshop (Data Management for End-to-End Machine Learning) is held on Sunday June 12th, in conjunction with SIGMOD/PODS 2022. DEEM brings together researchers and practitioners at the intersection of applied machine learning, data management and systems research, with the goal to discuss the arising data management issues in ML application scenarios. The workshop solicits regular research papers (10 pages) describing preliminary and ongoing research results, including industrial experience reports of end-to-end ML deployments, related to DEEM topics. In addition, DEEM 2022 establishes a new paper category for reports on applications and tools (4 pages) as a forum for sharing interesting use cases, problems, datasets, benchmarks, visionary ideas, system designs, and descriptions of system components and tools related to end-to-end ML pipelines. DEEM 2022 received 13 high-quality submissions from Africa, Asia, Europe, and North America, with 5 regular research papers, and 8 reports on applications and tools.
AB - The DEEM'22 workshop (Data Management for End-to-End Machine Learning) is held on Sunday June 12th, in conjunction with SIGMOD/PODS 2022. DEEM brings together researchers and practitioners at the intersection of applied machine learning, data management and systems research, with the goal to discuss the arising data management issues in ML application scenarios. The workshop solicits regular research papers (10 pages) describing preliminary and ongoing research results, including industrial experience reports of end-to-end ML deployments, related to DEEM topics. In addition, DEEM 2022 establishes a new paper category for reports on applications and tools (4 pages) as a forum for sharing interesting use cases, problems, datasets, benchmarks, visionary ideas, system designs, and descriptions of system components and tools related to end-to-end ML pipelines. DEEM 2022 received 13 high-quality submissions from Africa, Asia, Europe, and North America, with 5 regular research papers, and 8 reports on applications and tools.
KW - data management
KW - machine learning
KW - systems
UR - http://www.scopus.com/inward/record.url?scp=85132722688&partnerID=8YFLogxK
U2 - 10.1145/3514221.3524075
DO - 10.1145/3514221.3524075
M3 - Conference paper
AN - SCOPUS:85132722688
T3 - Proceedings of the ACM SIGMOD International Conference on Management of Data
SP - 2548
EP - 2549
BT - SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data
PB - Association of Computing Machinery
Y2 - 12 June 2022 through 17 June 2022
ER -