Days: Tuesday, May 14th Wednesday, May 15th Thursday, May 16th
View this program: with abstractssession overviewtalk overview
Abstract:
The total energy consumption and carbon footprint of data centers will substantially increase in the next years after more than a decade of relative slow growths. This trend has been indicated by a new study modelling the carbon footprint of ICT in Germany within the framework of the GreenICT@FMD framework project. The keynote has two objectives. The first objective of the keynote is to provide an insight into the methodological approach to the lifecycle environmental assessment of computer systems. In this context, the factors that lead to increasing environmental impacts in the production and use of enterprise computers are explained in detail. This includes, among other things, topics such as the environmental impact of semiconductor production in the context of Moore's Law and the topic of the use of renewable energies. The second objective of the keynote addresses the immediate factors that are currently contributing to a rapid increase in computer power consumption in data centers. Using the example of the current technical development of high-end CPUs, the declining of server-related energy efficiency is analyzed. Other topics include trends concerning chip cooling and waste heat utilization in data centers. The keynote intends to provide a holistic perspective on the environmental aspects of higher performing computer systems.
Bio:
Lutz Stobbe is a senior scientist at the Fraunhofer Institute for Reliability and Microintegration (IZM) with 25 years of work experience in Green information and communication technology (ICT). The research of his group, “Sustainable Networks and Computing'', is focused on the methodical issues of lifecycle assessment (LCA) and applied eco-design for data center and telecommunication equipment. He developed the 5C methodology, which supports a structured modelling of complex lifecycle inventories. As a project manager, he has been involved in dozens of national and international research projects. Most notably are six preparatory studies developing measures for the implementation of the EU Ecodesign Directive. This includes the ENTR Lot 9 study on enterprise servers and data storage equipment. He also led expert teams (Begleitforschung) accompanying large publicly funded research programs such as IT2Green, 5G Industrial Internet, Green HPC, and Green ICT. His work for industry includes trainings and consultations, focusing on applied LCA and eco-design.
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15:10 | An Approach Towards Distributed DNN Training on FPGA Clusters (abstract) |
15:35 | The Power of Training: How Different Neural Network Setups Influence the Energy Demand (abstract) |
16:30 | An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing (abstract) |
16:55 | Modifiable Artificial DNA - Change your System’s ADNA at any Time (abstract) |
17:20 | From Structured to Unstructured: A Comparative Analysis of CV and Graph Models in solving Mesh-based PDEs (abstract) |
View this program: with abstractssession overviewtalk overview
10:30 | Idle is the New Sleep: Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During Inactivity (abstract) |
10:55 | On-the-fly CT Image Pre-Processing on MPSoC-FPGAs (abstract) |
11:20 | AccProF: Increasing the Accuracy of Embedded Application Profiling using FPGAs (abstract) |
13:00 | Case Studies on the Impact and Challenges of Heterogeneous NUMA Architectures for HPC (abstract) |
13:25 | A Hierarchical Modeling Approach for Assessing the Reliability and Performability of Burst Buffers (abstract) |
13:50 | Generative-based algorithm for data clustering on hybrid classical-quantum NISQ architecture (abstract) |
14:45 | Improving Memory Dependence Prediction with Static Analysis (abstract) |
15:10 | Atalanta: Open-Source RISC-V Microcontroller for Rust-Based Hard Real-Time Systems (abstract) |
16:00 | Enhancing Maritime Behaviour Analysis through Novel Feature Engineering and Digital Shadow Modelling: A Case Study in Kiel Fjord (abstract) |
16:25 | Synthesizing Training Data for Intelligent Weed Control Systems Using Generative AI (abstract) PRESENTER: Sourav Modak |
16:50 | Towards the Online Reconfiguration of a Dependable Distributed On-board Computer (abstract) |
17:15 | An Organic Computing Approach for CARLA Simulator (abstract) |
Social Event
View this program: with abstractssession overviewtalk overview
09:00 | Accelerating WebAssembly Interpreters in Embedded Systems through Hardware-Assisted Dispatching (abstract) |
09:25 | Exploring the ARM Core Mesh Network Topology (abstract) PRESENTER: Philipp A. Friese |
09:50 | Comparison of a Binary Signed-Digit Adder with conventional Binary Adder Circuits on Layout Level (abstract) |
10:45 | Software-based Erasure-tolerant Coding with Buffering and Compression (abstract) |
11:10 | Determination of Optimal H-Matrices for 2-Bit Error Correcting Codes (abstract) |