Towards Safer Heuristics With XPlain
Fuente:
arXiv
Saved in:
| Main Authors: | Karimi, Pantea, Pirelli, Solal, Kakarla, Siva Kesava Reddy, Beckett, Ryan, Segarra, Santiago, Li, Beibin, Namyar, Pooria, Arzani, Behnaz |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Performance Analyzer for a Public Cloud's ML-Augmented VM Allocator
by: Bostandoost, Roozbeh, et al.
Published: (2025)
by: Bostandoost, Roozbeh, et al.
Published: (2025)
Dynamic Rebatching for Efficient Early-Exit Inference with DREX
by: Liu, Xuting, et al.
Published: (2025)
by: Liu, Xuting, et al.
Published: (2025)
Robust Heuristic Algorithm Design with LLMs
by: Karimi, Pantea, et al.
Published: (2025)
by: Karimi, Pantea, et al.
Published: (2025)
Flowshop Machine Scheduling: Markov Modeling, Optimal Schedules and Heuristics
by: Ghanem, Samah A. M.
Published: (2025)
by: Ghanem, Samah A. M.
Published: (2025)
Extracting Practical, Actionable Energy Insights from Supercomputer Telemetry and Logs
by: Cornelius, Melanie, et al.
Published: (2025)
by: Cornelius, Melanie, et al.
Published: (2025)
Scaling Large-scale GNN Training to Thousands of Processors on CPU-based Supercomputers
by: Zhuang, Chen, et al.
Published: (2024)
by: Zhuang, Chen, et al.
Published: (2024)
Profiling and optimization of multi-card GPU machine learning jobs
by: Lawenda, Marcin, et al.
Published: (2025)
by: Lawenda, Marcin, et al.
Published: (2025)
Optimal Parallel Scheduling under Concave Speedup Functions
by: Li, Chengzhang, et al.
Published: (2025)
by: Li, Chengzhang, et al.
Published: (2025)
WebAssembly and Unikernels: A Comparative Study for Serverless at the Edge
by: Besozzi, Valerio, et al.
Published: (2025)
by: Besozzi, Valerio, et al.
Published: (2025)
Efficient GPU-Centered Singular Value Decomposition Using the Divide-and-Conquer Method
by: Liu, Shifang, et al.
Published: (2025)
by: Liu, Shifang, et al.
Published: (2025)
Resource Management Schemes for Cloud-Native Platforms with Computing Containers of Docker and Kubernetes
by: Mao, Ying, et al.
Published: (2020)
by: Mao, Ying, et al.
Published: (2020)
Staging Blocked Evaluation over Structured Sparse Matrices
by: Das, Pratyush, et al.
Published: (2024)
by: Das, Pratyush, et al.
Published: (2024)
Cloud Performance Decomposition for Long-Term Performance Engineering: A Case Study
by: Debnath, Shimul, et al.
Published: (2026)
by: Debnath, Shimul, et al.
Published: (2026)
Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs
by: Ng, Nathan, et al.
Published: (2026)
by: Ng, Nathan, et al.
Published: (2026)
Preliminary report: Initial evaluation of StdPar implementations on AMD GPUs for HPC
by: Lin, Wei-Chen, et al.
Published: (2024)
by: Lin, Wei-Chen, et al.
Published: (2024)
Serving Chain-structured Jobs with Large Memory Footprints with Application to Large Foundation Model Serving
by: Sun, Tingyang, et al.
Published: (2026)
by: Sun, Tingyang, et al.
Published: (2026)
Reducing Tail Latencies Through Environment- and Neighbour-aware Thread Management
by: Jeffery, Andrew, et al.
Published: (2024)
by: Jeffery, Andrew, et al.
Published: (2024)
Dissecting the software-based measurement of CPU energy consumption: a comparative analysis
by: Raffin, Guillaume, et al.
Published: (2024)
by: Raffin, Guillaume, et al.
Published: (2024)
Bridding OT and PaaS in Edge-to-Cloud Continuum
by: Barrios, Carlos J, et al.
Published: (2025)
by: Barrios, Carlos J, et al.
Published: (2025)
RAPID-LLM: Resilience-Aware Performance analysis of Infrastructure for Distributed LLM Training and Inference
by: Karfakis, George, et al.
Published: (2025)
by: Karfakis, George, et al.
Published: (2025)
Minos: Systematically Classifying Performance and Power Characteristics of GPU Workloads on HPC Clusters
by: Jain, Rutwik, et al.
Published: (2026)
by: Jain, Rutwik, et al.
Published: (2026)
Hardware-Agnostic and Insightful Efficiency Metrics for Accelerated Systems: Definition and Implementation within TALP
by: Rahimi, Ghazal, et al.
Published: (2026)
by: Rahimi, Ghazal, et al.
Published: (2026)
Node Compass: Multilevel Tracing and Debugging of Request Executions in JavaScript-Based Web-Servers
by: Kabamba, Herve Mbikayi, et al.
Published: (2023)
by: Kabamba, Herve Mbikayi, et al.
Published: (2023)
Beyond Thread States: Diagnosing Performance Degradation with eBPF and Thread Dynamics
by: Landau, Diogo, et al.
Published: (2026)
by: Landau, Diogo, et al.
Published: (2026)
Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes
by: Berg, Benjamin, et al.
Published: (2024)
by: Berg, Benjamin, et al.
Published: (2024)
QoSFlow: Ensuring Service Quality of Distributed Workflows Using Interpretable Sensitivity Models
by: Rashid, Md Hasanur, et al.
Published: (2026)
by: Rashid, Md Hasanur, et al.
Published: (2026)
High-Performance Portable GPU Primitives for Arbitrary Types and Operators in Julia
by: Pilliat, Emmanuel
Published: (2026)
by: Pilliat, Emmanuel
Published: (2026)
SmartWatts: Self-Calibrating Software-Defined Power Meter for Containers
by: Fieni, Guillaume, et al.
Published: (2020)
by: Fieni, Guillaume, et al.
Published: (2020)
Optimal Configuration of API Resources in Cloud Native Computing
by: Truyen, Eddy, et al.
Published: (2025)
by: Truyen, Eddy, et al.
Published: (2025)
Fine-Grained Energy Prediction For Parallellized LLM Inference With PIE-P
by: Dutt, Anurag, et al.
Published: (2025)
by: Dutt, Anurag, et al.
Published: (2025)
Performance Debugging through Microarchitectural Sensitivity and Causality Analysis
by: Dutilleul, Alban, et al.
Published: (2024)
by: Dutilleul, Alban, et al.
Published: (2024)
Matryoshka: Optimization of Dynamic Diverse Quantum Chemistry Systems via Elastic Parallelism Transformation
by: Wang, Tuowei, et al.
Published: (2024)
by: Wang, Tuowei, et al.
Published: (2024)
Introducing MareNostrum5: A European pre-exascale energy-efficient system designed to serve a broad spectrum of scientific workloads
by: Banchelli, Fabio, et al.
Published: (2025)
by: Banchelli, Fabio, et al.
Published: (2025)
An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models
by: Chu, Xiaoyu, et al.
Published: (2025)
by: Chu, Xiaoyu, et al.
Published: (2025)
Can Tensor Cores Benefit Memory-Bound Kernels? (No!)
by: Zhang, Lingqi, et al.
Published: (2025)
by: Zhang, Lingqi, et al.
Published: (2025)
Stabl: Blockchain Fault Tolerance
by: Gramoli, Vincent, et al.
Published: (2024)
by: Gramoli, Vincent, et al.
Published: (2024)
EfiMon: A Process Analyser for Granular Power Consumption Prediction
by: León-Vega, Luis G., et al.
Published: (2024)
by: León-Vega, Luis G., et al.
Published: (2024)
SHIRO: Near-Optimal Communication Strategies for Distributed Sparse Matrix Multiplication
by: Zhuang, Chen, et al.
Published: (2025)
by: Zhuang, Chen, et al.
Published: (2025)
Pipit: Scripting the analysis of parallel execution traces
by: Bhatele, Abhinav, et al.
Published: (2023)
by: Bhatele, Abhinav, et al.
Published: (2023)
BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
by: Wang, Yuxin, et al.
Published: (2024)
by: Wang, Yuxin, et al.
Published: (2024)
Similar Items
-
A Performance Analyzer for a Public Cloud's ML-Augmented VM Allocator
by: Bostandoost, Roozbeh, et al.
Published: (2025) -
Dynamic Rebatching for Efficient Early-Exit Inference with DREX
by: Liu, Xuting, et al.
Published: (2025) -
Robust Heuristic Algorithm Design with LLMs
by: Karimi, Pantea, et al.
Published: (2025) -
Flowshop Machine Scheduling: Markov Modeling, Optimal Schedules and Heuristics
by: Ghanem, Samah A. M.
Published: (2025) -
Extracting Practical, Actionable Energy Insights from Supercomputer Telemetry and Logs
by: Cornelius, Melanie, et al.
Published: (2025)