research

current projects

Smart Level Crossings (RealLabHH TP 8, National Platform Future of Mobility)

Transfer of distributed ledger technologies to the railway sector.

Near-storage compute-aware file system and FPGA operator pipelines.

A C++ parallel programming framework for NUMA systems, based on PGAS semantics.

resource management from core to Cloud
- dynamic workload management in distributed systems
- dynamic, workload-dependent resource scaling (e.g., dynamic LPARs)
- memory optimizations for virtual machines (e.g., memory migration benchmarks)
- NUMA-aware programming with the PGASUS framework: applications, case studies, benchmarks
- architectures of future server systems
- lock-free data structures
- multicore/NUMA
- advanced topology discovery with bandwith and latency measurements: find shared interconnects
accelerator programming / heterogeneous computing
- high-Level programming facilities for distributed GPU computing (e.g., CloudCL)
- high-level programming facilities for FPGAs (e.g., CAPI SNAP, OpenCL)
- virtualization / Containerization for GPUs or FPGAs
- FPGAs in IaaS Cloud Resources (e.g., Amazon F instances)
- hardware-accelerated memory-compression (e.g., DEFLATE, 842 compression)
- evaluation of integrated GPUs and APUs for latency-critical workloads (e.g., audio processing)
- new programming languages & frameworks: CAPI SNAP, Radeon Open Compute, etc.
dependability and fault injection
- assessment
- fault tolerance of service-oriented architectures
- fault injection in distributed systems
- microservice architectures
- decentralized architectures (e.g., distributed ledgers)
- Internet of Things (e.g., Rail2X, IEEE 802.11p)

(German language only)