Abstract is missing.
- IntroductionKatharina Morik, Jian-Jia Chen. 1-13 [doi]
- Data Gathering and Resource Measuring15 [doi]
- Declarative Stream-based Acquisition and Processing of OSData with kCQLChristoph Borchert, Jochen Streicher, Alexander Lochmann, Olaf Spinczyk. 16-33 [doi]
- PhyNetLab Test BedMojtaba Masoudinejad, Markus Buschhoff. 34-45 [doi]
- Zero-Power/Low-Power SensingAndres Gomez 0001, Lars Suter, Simon Mayer. 46-69 [doi]
- Streaming Data, Small Devices71-72 [doi]
- Summary Extraction from StreamsSebastian Buschjäger, Katharina Morik. 73-84 [doi]
- Coresets and Sketches for Regression Problems on DataStreams and Distributed DataAlexander Munteanu. 85-97 [doi]
- Structured Data99 [doi]
- Spatio-Temporal Random FieldsNico Piatkowski, Katharina Morik. 100-115 [doi]
- The Weisfeiler-Leman Method for Machine Learning with GraphsNils M. Kriege, Christopher Morris 0001. 116-128 [doi]
- Deep Graph Representation LearningMatthias Fey, Frank Weichert. 129-143 [doi]
- High-Quality Parallel Max-Cut Approximation Algorithms forShared MemoryNico Bertram, Jonas Ellert, Johannes Fischer 0001. 144-159 [doi]
- Millions of FormulasLukas Pfahler. 160-177 [doi]
- Cluster Analysis179-181 [doi]
- Sparse Partitioning Around MedoidsLars Lenssen, Erich Schubert. 182-196 [doi]
- Clustering of Polygonal Curves and Time SeriesAmer Krivosija. 197-214 [doi]
- Data Aggregation for Hierarchical ClusteringErich Schubert, Andreas Lang 0002. 215-226 [doi]
- Matrix Factorization with Binary ConstraintsSibylle Hess. 227-247 [doi]
- Extreme Multicore ClassificationErik Schultheis, Rohit Babbar. 249-285 [doi]
- Hardware-Aware Execution249 [doi]
- FPGA-Based Backpropagation Engine for Feed-Forward Neural NetworksWayne Luk, Ce Guo. 250-263 [doi]
- Processor-Specific Code TransformationHenning Funke, Jens Teubner. 263-271 [doi]
- Optimization of ML on Modern Multicore SystemsHelena Kotthaus, Peter Marwedel. 285-304 [doi]
- Memory Awareness305 [doi]
- Efficient Memory Footprint ReductionHelena Kotthaus, Peter Marwedel. 306-324 [doi]
- Machine Learning Based on Emerging MemoriesMikail Yayla, Sebastian Buschjäger, Hussam Amrouch. 325-337 [doi]
- Cache-Friendly Execution of Tree EnsemblesSebastian Buschjäger, Kuan-Hsun Chen. 338-357 [doi]
- Communication Architecture for Heterogeneous HardwareHenning Funke, Jens Teubner. 359-403 [doi]
- Communication Awareness359 [doi]
- Timing-Predictable Learning and Multiprocessor SynchronizationKuan-Hsun Chen, Junjie Shi. 360-378 [doi]
- Energy Awareness405 [doi]
- Integer Exponential FamiliesNico Piatkowski. 406-422 [doi]
- Power Consumption Analysis and Uplink Transmission PowerRobert Falkenberg. 423-435 [doi]
- Bibliography437-483 [doi]