42 citations · 88 across the 10 of their papers we have counts for
13 papers
A Spatially-Aware Publish-Subscribe Middleware for IoT Applications
Philipp Ungrund, Kurt Rothermel, Sukanya Bhowmik
Spatial and proximity awareness are critical enablers for efficient communication in Cyber-Physical Systems (CPS) and the Internet of Things (IoT). However, the lack of suitable mi…
A Self-Adaptive Extensible CEP framework for the Cloud-Edge Continuum
Olaf Markus Link, Sukanya Bhowmik
Traditional complex event processing (CEP) systems focus on extracting information out of simple events in the input event streams to detect complex event patterns. In the context…
Grand Perspective: Load Shedding in Distributed CEP Applications
Henriette Röger, Sukanya Bhowmik, Kurt Rothermel
In distributed Complex Event Processing (CEP) applications with high load but limited resources, bottleneck operators in the operator graph can significantly slow down processing o…
gSPICE: Model-Based Event Shedding in Complex Event Processing
Ahmad Slo, Sukanya Bhowmik, Kurt Rothermel
Overload situations, in the presence of resource limitations, in complex event processing (CEP) systems are typically handled using load shedding to maintain a given latency bound.…
Utility-Aware Load Shedding for Real-time Video Analytics at the Edge
Enrique Saurez, Harshit Gupta, Henriette Roger +3
Real-time video analytics typically require video frames to be processed by a query to identify objects or activities of interest while adhering to an end-to-end frame processing l…
Just a Second -- Scheduling Thousands of Time-Triggered Streams in Large-Scale Networks
Heiko Geppert, Frank Dürr, Sukanya Bhowmik +1
Deterministic real-time communication with bounded delay is an essential requirement for many safety-critical cyber-physical systems, and has received much attention from major sta…
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-time Data Plane
Jonathan Falk, Heiko Geppert, Frank Dürr +2
Many networked applications, e.g., in the domain of cyber-physical systems, require strict service guarantees, usually in the form of jitter and latency bounds, for time-triggered…
hSPICE: State-Aware Event Shedding in Complex Event Processing
Ahmad Slo, Sukanya Bhowmik, Kurt Rothermel
In complex event processing (CEP), load shedding is performed to maintain a given latency bound during overload situations when there is a limitation on resources. However, sheddin…
eSPICE: Probabilistic Load Shedding from Input Event Streams in Complex Event Processing
Ahmad Slo, Sukanya Bhowmik, Kurt Rothermel
Complex event processing systems process the input event streams on-the-fly. Since input event rate could overshoot the system's capabilities and results in violating a defined lat…
DSCEP: An Infrastructure for Distributed Semantic Complex Event Processing
Vitor Pinheiro de Almeida, Sukanya Bhowmik, Markus Endler +1
Today most applications continuously produce information under the form of streams, due to the advent of the means of collecting data. Sensors and social networks collect an immens…
pSPICE: Partial Match Shedding for Complex Event Processing
Ahmad Slo, Sukanya Bhowmik, Albert Flaig +1
Complex event processing (CEP) systems continuously process input event streams to detect patterns. Over time, the input event rate might fluctuate and overshoot the system's capab…
HYPE: Massive Hypergraph Partitioning with Neighborhood Expansion
Christian Mayer, Ruben Mayer, Sukanya Bhowmik +2
Many important real-world applications-such as social networks or distributed data bases-can be modeled as hypergraphs. In such a model, vertices represent entities-such as users o…
P4CEP: Towards In-Network Complex Event Processing
Thomas Kohler, Ruben Mayer, Frank Dürr +3
In-network computing using programmable networking hardware is a strong trend in networking that promises to reduce latency and consumption of server resources through offloading t…