IEEE

DIST: Distributed Learning-Based Energy-Efficient and Reliable Task Scheduling and Resource Allocation in Fog Computing

Abstract: This paper presents DIST, a novel distributed reinforcement learning-based (DRL) framework for energy-efficient and reliable task scheduling and resource allocation in fog computing, ...
IEEE

GART: Graph Neural Network-Based Adaptive and Robust Task Scheduler for Heterogeneous Distributed Computing

Abstract: Modern distributed computing systems face significant challenges in achieving optimal resource utilization and maintaining performance stability when operating in heterogeneous cluster ...

Quesma Releases OTelBench: Independent Benchmark Reveals Frontier LLMs Struggle with Real-World SRE Tasks

New benchmark shows top LLMs achieve only 29% pass rate on OpenTelemetry instrumentation, exposing the gap between ...
Inc

For Better Results, Every Leader Should Add This 1 Task to Their Daily Schedule

The most crucial part of being a leader is often overlooked when it comes to intentionally allocating time: strategy. I see many founders drowning in operations and stuck in calls, emails, and ...