2020/21 Data Management Courses Data Management / Databases (DM, SS+WS) Architecture of Database Systems (ADBS, WS) Architecture of ML Systems (AMLS, SS) Data Integration and Large-Scale Analysis (DIA collaborators and friends  Develop your taste for good research topics  Topic selection needs time  pipeline model  Ex. Compressed Linear Algebra  Problem: Iterative ML algorithms + memory-bandwidth-bound inproceedings{StonebrakerBPR11, author = {Michael {Stonebraker et al.}}, title = {{The Architecture of SciDB}}, booktitle = {{SSDBM}}, year = {2011} } \bibliographystyle{abbrv} \bibliography{VLDB2016}

namespace librarian { namespace impl { // Internal, not part of the API. namespace sidetable = ::pipeline_diagnostics::sidetable; } // namespace impl inline void my_inline_function() { // namespace alias Uniformity of declaration. The sizes of integral types in C++ can vary based on compiler and architecture. defines types like int16_t, uint32_t, int64_t, etc. You should always use those in

classifiers on So2Sat LCZ42 (15 experts, 400K instances, 10 labels each, 85% confidence, ~55GB H5)  ML pipeline: preprocessing, ResNet18, climate models  Label Creation/ Validation  Team learning  Labeling