Nebulastream: Complex analytics beyond the cloud
The arising Internet of Things (IoT) will require significant changes to current stream
processing engines (SPEs) to enable large-scale IoT applications. In this paper, we present …
processing engines (SPEs) to enable large-scale IoT applications. In this paper, we present …
Detecting rumours with latency guarantees using massive streaming data
Today's social networks continuously generate massive streams of data, which provide a
valuable starting point for the detection of rumours as soon as they start to propagate …
valuable starting point for the detection of rumours as soon as they start to propagate …
Eires: Efficient integration of remote data in event stream processing
To support reactive and predictive applications, complex event processing (CEP) systems
detect patterns in event streams based on predefined queries. To determine the events that …
detect patterns in event streams based on predefined queries. To determine the events that …
Vid-win: Fast video event matching with query-aware windowing at the edge for the internet of multimedia things
Efficient video processing is a critical component in many IoMT applications to detect events
of interest. Presently, many window optimization techniques have been proposed in event …
of interest. Presently, many window optimization techniques have been proposed in event …
DARLING: data-aware load shedding in complex event processing systems
K Chapnik, I Kolchinsky, A Schuster - Proceedings of the VLDB …, 2021 - dl.acm.org
Complex event processing (CEP) is widely employed to detect user-defined combinations,
or patterns, of events in massive streams of incoming data. Numerous applications such as …
or patterns, of events in massive streams of incoming data. Numerous applications such as …
INEv: in-network evaluation for event stream processing
Complex event processing (CEP) detects situations of interest by evaluating queries over
event streams. Once CEP is used in networked applications, the distribution of query …
event streams. Once CEP is used in networked applications, the distribution of query …
Admission Control with Response Time Objectives for Low-latency Online Data Systems
H Xu, JA Colmenares - arXiv preprint arXiv:2312.15123, 2023 - arxiv.org
To provide quick responses to users, Internet companies rely on online data systems able to
answer queries in milliseconds. These systems employ complementary overload …
answer queries in milliseconds. These systems employ complementary overload …
CORE: a complex event recognition engine
M Bucchi, A Grez, A Quintana, C Riveros… - arXiv preprint arXiv …, 2021 - arxiv.org
Complex Event Recognition (CER) systems are a prominent technology for finding user-
defined query patterns over large data streams in real time. CER query evaluation is known …
defined query patterns over large data streams in real time. CER query evaluation is known …
Load-aware shedding in stream processing systems
Load shedding is a technique employed by stream processing systems to handle
unpredictable spikes in the input load whenever available computing resources are not …
unpredictable spikes in the input load whenever available computing resources are not …
Some new observations on slo-aware edge stream processing
The emergence of edge stream processing has created a new way of processing real-time
data from the Internet of Things (IoT), which comprises a plethora of geographically …
data from the Internet of Things (IoT), which comprises a plethora of geographically …