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Blockchain large language models
This paper presents a dynamic, real-time approach to detecting anomalous blockchain
transactions. The proposed tool, BlockGPT, generates tracing representations of blockchain …
transactions. The proposed tool, BlockGPT, generates tracing representations of blockchain …
Understanding and improving computational science storage access through continuous characterization
Computational science applications are driving a demand for increasingly powerful storage
systems. While many techniques are available for capturing the I/O behavior of individual …
systems. While many techniques are available for capturing the I/O behavior of individual …
Efficient filtering of XML documents with XPath expressions
The publish/subscribe paradigm is a popular model for allowing publishers (ie, data
generators) to selectively disseminate data to a large number of widely dispersed …
generators) to selectively disseminate data to a large number of widely dispersed …
End-to-end I/O monitoring on leading supercomputers
This paper offers a solution to overcome the complexities of production system I/O
performance monitoring. We present Beacon, an end-to-end I/O resource monitoring and …
performance monitoring. We present Beacon, an end-to-end I/O resource monitoring and …
Recorder 2.0: Efficient parallel I/O tracing and analysis
Recorder is a multi-level I/O tracing tool that captures HDF5, MPI-I/O, and POSIX I/O calls. In
this paper, we present a new version of Recorder that adds support for most metadata …
this paper, we present a new version of Recorder that adds support for most metadata …
A simple approximation for modeling nonstationary queues
Evaluation of the behavior of queues with nonstationary arrival processes is of importance in
several applications including communication networks. However, the analysis of …
several applications including communication networks. However, the analysis of …
A scalable and distributed dynamic formal verifier for MPI programs
Standard testing methods of MPI programs do not guarantee coverage of all non-
deterministic interactions (eg, wildcard-receives). Programs tested by these methods can …
deterministic interactions (eg, wildcard-receives). Programs tested by these methods can …
What does power consumption behavior of hpc jobs reveal?: Demystifying, quantifying, and predicting power consumption characteristics
As we approach exascale computing, large-scale HPC systems are becoming increasingly
power-constrained, requiring them to run HPC workloads in an energy-efficient manner. The …
power-constrained, requiring them to run HPC workloads in an energy-efficient manner. The …
I/O acceleration with pattern detection
The I/O bottleneck in high-performance computing is becoming worse as application data
continues to grow. In this work, we explore how patterns of I/O within these applications can …
continues to grow. In this work, we explore how patterns of I/O within these applications can …
PSINS: An open source event tracer and execution simulator for MPI applications
The size of supercomputers in numbers of processors is growing exponentially. Today's
largest supercomputers have upwards of a hundred thousand processors and tomorrow's …
largest supercomputers have upwards of a hundred thousand processors and tomorrow's …