An experimental study of edge deployment strategies for cryptocurrency analytics workloads

Computation-proximate architecture: an actor-based pattern for real-time calculations over billion-row datasets

Organizations processing historical datasets with billions of rows face a fundamental architectural choice: move data to computation (the traditional query-centric approach) or move computation to data. This paper presents the Computation-Proximate Pattern, an architecture that combines actor-based in-memory computatio...

Fast Algorithms for a Large-Scale File Aggregation Problem

SACC: risk-bounded, deadline-aware cross-consensus for atomic multi-chain transactions

SACC is the first to treat probabilistic finality as a quantifiable risk budget, and consistently outperforms traditional 2PC and modern fast-path protocols in challenging environments, significantly improving commit rates while strictly bounding tail latency.

PRO-RAN: Processor-Level Characterization of Open RAN Centralized and Distributed Units

A controlled characterization framework that evaluates independently deployed CU and DU functions under matched hardware and traffic conditions and identify distinct CU and DU execution characteristics and motivate function-specific processor analysis and optimization is described.

ST-HAE detects spatio-temporal anomalies in heterogeneous IoT networks under realistic class imbalance

Accuracy on IoTMal-2026, matching or exceeding Deep SVDD, Deep SAD, and Kitsune under an identical protocol is evaluated, finding the model’s bidirectional recurrent component does not reliably improve mean accuracy over a simpler, convolution-only alternative.

The Hidden Cost of Container Networking: CNI Overlay Throughput Constraints in Kubernetes-Managed Apache Spark Versus Native Hadoop MapReduce on Bare-Metal Edge Hardware

This paper examines the impact of migrating large-scale data processing frameworks from bare-metal servers to cloud-native environments on system performance. Specifically, we compare traditional Hadoop MapReduce deployed on bare-metal infrastructure with Apache Spark running on Kubernetes, using a 200 GB TeraSort work...