Combining Serverless and High-Performance Computing Paradigms to support ML Data-Intensive Applications
Fuente:
arXiv
Saved in:
| Main Authors: | Staylor, Mills, Sarker, Arup Kumar, von Laszewski, Gregor, Fox, Geoffrey, Cheng, Yue, Fox, Judy |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep RC: A Scalable Data Engineering and Deep Learning Pipeline
by: Sarker, Arup Kumar, et al.
Published: (2025)
by: Sarker, Arup Kumar, et al.
Published: (2025)
Design and Implementation of an Analysis Pipeline for Heterogeneous Data
by: Sarker, Arup Kumar, et al.
Published: (2024)
by: Sarker, Arup Kumar, et al.
Published: (2024)
AAFLOW: Scalable Patterns for Agentic AI Workflows
by: Sarker, Arup Kumar, et al.
Published: (2026)
by: Sarker, Arup Kumar, et al.
Published: (2026)
Verifying In-Network Computing Systems for Design Risks
by: Bai, Tianyu, et al.
Published: (2026)
by: Bai, Tianyu, et al.
Published: (2026)
Shipwright: Proving liveness of distributed systems with Byzantine participants
by: Leung, Derek, et al.
Published: (2025)
by: Leung, Derek, et al.
Published: (2025)
Data Race Satisfiability on Array Elements
by: Shim, Junhyung, et al.
Published: (2025)
by: Shim, Junhyung, et al.
Published: (2025)
DDS: DPU-optimized Disaggregated Storage [Extended Report]
by: Zhang, Qizhen, et al.
Published: (2024)
by: Zhang, Qizhen, et al.
Published: (2024)
Laminar: A Probe-First Scheduling Paradigm with Deterministic Runtime Survival
by: Chu, Zhengyan
Published: (2026)
by: Chu, Zhengyan
Published: (2026)
Exploring Micro Frontends: A Case Study Application in E-Commerce
by: Kojo, Ricardo Hideki Hangai, et al.
Published: (2025)
by: Kojo, Ricardo Hideki Hangai, et al.
Published: (2025)
Complex Event Processing in the Edge: A Combined Optimization Approach for Data and Code Placement
by: Uyanık, Halit, et al.
Published: (2026)
by: Uyanık, Halit, et al.
Published: (2026)
Advocate -- Trustworthy Evidence in Cloud Systems
by: Werner, Sebastian, et al.
Published: (2024)
by: Werner, Sebastian, et al.
Published: (2024)
Operational Memory Architecture for Kubernetes:Preserving Causal Context Across the Evidence Horizon
by: Khan, Shamsher
Published: (2026)
by: Khan, Shamsher
Published: (2026)
ConfigSpec: Profiling-Based Configuration Selection for Distributed Edge--Cloud Speculative LLM Serving
by: Li, Xiangchen, et al.
Published: (2026)
by: Li, Xiangchen, et al.
Published: (2026)
WISP: Waste- and Interference-Suppressed Distributed Speculative LLM Serving at the Edge via Dynamic Drafting and SLO-Aware Batching
by: Li, Xiangchen, et al.
Published: (2026)
by: Li, Xiangchen, et al.
Published: (2026)
Analysis of Design Patterns and Benchmark Practices in Apache Kafka Event-Streaming Systems
by: Mohammad, Muzeeb
Published: (2025)
by: Mohammad, Muzeeb
Published: (2025)
Decoupling Adaptive Control in TeaStore
by: Truyen, Eddy
Published: (2025)
by: Truyen, Eddy
Published: (2025)
DPDPU: Data Processing with DPUs
by: Hu, Jiasheng, et al.
Published: (2024)
by: Hu, Jiasheng, et al.
Published: (2024)
Alea-BFT: Practical Asynchronous Byzantine Fault Tolerance
by: Antunes, Diogo S., et al.
Published: (2024)
by: Antunes, Diogo S., et al.
Published: (2024)
Rank-Aware Resource Scheduling for Tightly-Coupled MPI Workloads on Kubernetes
by: Xie, Tianfang
Published: (2026)
by: Xie, Tianfang
Published: (2026)
Characterizing and Fixing Silent Data Loss in Spark-on-AWS-Lambda with Open Table Formats
by: Gandla, Srujan Kumar
Published: (2026)
by: Gandla, Srujan Kumar
Published: (2026)
Trident: Adaptive Scheduling for Heterogeneous Multimodal Data Pipelines
by: Pan, Ding, et al.
Published: (2026)
by: Pan, Ding, et al.
Published: (2026)
Addressing tokens dynamic generation, propagation, storage and renewal to secure the GlideinWMS pilot based jobs and system
by: Coimbra, Bruno Moreira, et al.
Published: (2025)
by: Coimbra, Bruno Moreira, et al.
Published: (2025)
Designing Scalable Rate Limiting Systems: Algorithms, Architecture, and Distributed Solutions
by: Guan, Bo
Published: (2026)
by: Guan, Bo
Published: (2026)
VSS Challenge Problem: Verifying the Correctness of AllReduce Algorithms in the MPICH Implementation of MPI
by: Hovland, Paul D.
Published: (2025)
by: Hovland, Paul D.
Published: (2025)
Stream-K++: Adaptive GPU GEMM Kernel Scheduling and Selection using Bloom Filters
by: Sadasivan, Harisankar, et al.
Published: (2024)
by: Sadasivan, Harisankar, et al.
Published: (2024)
Offloading tracing for real-time systems using a scalable cloud infrastructure
by: Schmidt, David Jannis, et al.
Published: (2025)
by: Schmidt, David Jannis, et al.
Published: (2025)
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems
by: Woisetschläger, Herbert, et al.
Published: (2023)
by: Woisetschläger, Herbert, et al.
Published: (2023)
GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration
by: Sarker, Yeahia, et al.
Published: (2026)
by: Sarker, Yeahia, et al.
Published: (2026)
Deploy, Calibrate, Monitor, Heal -- No Human Required: An Autonomous AI SRE Agent for Elasticsearch
by: Mukkolakkal, Muhamed Ramees Cheriya
Published: (2026)
by: Mukkolakkal, Muhamed Ramees Cheriya
Published: (2026)
On Reduction and Synthesis of Petri's Cycloids
by: Valk, Rüdiger, et al.
Published: (2025)
by: Valk, Rüdiger, et al.
Published: (2025)
Modelling cooperating failure-resilient Processes
by: Valk, Rüdiger
Published: (2024)
by: Valk, Rüdiger
Published: (2024)
push0: Scalable and Fault-Tolerant Orchestration for Zero-Knowledge Proof Generation
by: Ahmadvand, Mohsen, et al.
Published: (2026)
by: Ahmadvand, Mohsen, et al.
Published: (2026)
Attack-Centric by Design: A Program-Structure Taxonomy of Smart Contract Vulnerabilities
by: Hedayatnia, Parsa, et al.
Published: (2025)
by: Hedayatnia, Parsa, et al.
Published: (2025)
Privacy-Aware Split Inference with Speculative Decoding for Large Language Models over Wide-Area Networks
by: Cunningham, Michael
Published: (2026)
by: Cunningham, Michael
Published: (2026)
Evaluating the Overhead of the Performance Profiler Cloudprofiler With MooBench
by: Yang, Shinhyung, et al.
Published: (2024)
by: Yang, Shinhyung, et al.
Published: (2024)
Token Arena: A Continuous Benchmark Unifying Energy and Cognition in AI Inference
by: Gao, Yuxuan, et al.
Published: (2026)
by: Gao, Yuxuan, et al.
Published: (2026)
A Framework for the Interoperability of Cloud Platforms: Towards FAIR Data in SAFE Environments
by: Grossman, Robert L., et al.
Published: (2022)
by: Grossman, Robert L., et al.
Published: (2022)
Parameter-Efficient and Personalized Federated Training of Generative Models at the Edge
by: Khan, Kabir, et al.
Published: (2025)
by: Khan, Kabir, et al.
Published: (2025)
CUNQA: a Distributed Quantum Computing emulator for HPC
by: Vázquez-Pérez, Jorge, et al.
Published: (2025)
by: Vázquez-Pérez, Jorge, et al.
Published: (2025)
Using a Market Economy to Provision Compute Resources Across Planet-wide Clusters
by: Stokely, Murray, et al.
Published: (2025)
by: Stokely, Murray, et al.
Published: (2025)
Similar Items
-
Deep RC: A Scalable Data Engineering and Deep Learning Pipeline
by: Sarker, Arup Kumar, et al.
Published: (2025) -
Design and Implementation of an Analysis Pipeline for Heterogeneous Data
by: Sarker, Arup Kumar, et al.
Published: (2024) -
AAFLOW: Scalable Patterns for Agentic AI Workflows
by: Sarker, Arup Kumar, et al.
Published: (2026) -
Verifying In-Network Computing Systems for Design Risks
by: Bai, Tianyu, et al.
Published: (2026) -
Shipwright: Proving liveness of distributed systems with Byzantine participants
by: Leung, Derek, et al.
Published: (2025)