Barbarians at the Gate: How AI is Upending Systems Research
Fuente:
arXiv
Saved in:
| Main Authors: | Cheng, Audrey, Liu, Shu, Pan, Melissa, Li, Zhifei, Wang, Bowen, Krentsel, Alex, Xia, Tian, Cemri, Mert, Park, Jongseok, Yang, Shuo, Chen, Jeff, Agrawal, Lakshya, Desai, Aditya, Xing, Jiarong, Sen, Koushik, Zaharia, Matei, Stoica, Ion |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Let the Barbarians In: How AI Can Accelerate Systems Performance Research
by: Cheng, Audrey, et al.
Published: (2025)
by: Cheng, Audrey, et al.
Published: (2025)
The Time is Here for Just-in-Time Systems: Challenges and Opportunities
by: Liu, Shu, et al.
Published: (2026)
by: Liu, Shu, et al.
Published: (2026)
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
by: Cemri, Mert, et al.
Published: (2026)
by: Cemri, Mert, et al.
Published: (2026)
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
by: Agarwal, Shubham, et al.
Published: (2026)
by: Agarwal, Shubham, et al.
Published: (2026)
HashAttention: Semantic Sparsity for Faster Inference
by: Desai, Aditya, et al.
Published: (2024)
by: Desai, Aditya, et al.
Published: (2024)
Why Do Multi-Agent LLM Systems Fail?
by: Cemri, Mert, et al.
Published: (2025)
by: Cemri, Mert, et al.
Published: (2025)
EvoX: Meta-Evolution for Automated Discovery
by: Liu, Shu, et al.
Published: (2026)
by: Liu, Shu, et al.
Published: (2026)
vAttention: Verified Sparse Attention
by: Desai, Aditya, et al.
Published: (2025)
by: Desai, Aditya, et al.
Published: (2025)
LangProBe: a Language Programs Benchmark
by: Tan, Shangyin, et al.
Published: (2025)
by: Tan, Shangyin, et al.
Published: (2025)
Barbarians at the Gate.
by: Flanders, Bruce
Published: (1991)
by: Flanders, Bruce
Published: (1991)
The Price Reversal Phenomenon: When Cheaper Reasoning Models Cost More
by: Chen, Lingjiao, et al.
Published: (2026)
by: Chen, Lingjiao, et al.
Published: (2026)
AI-Driven Research for Databases
by: Cheng, Audrey, et al.
Published: (2026)
by: Cheng, Audrey, et al.
Published: (2026)
Qrita: High-performance Top-k and Top-p using Pivot-based Truncation and Selection
by: Park, Jongseok, et al.
Published: (2026)
by: Park, Jongseok, et al.
Published: (2026)
optimize_anything: A Universal API for Optimizing any Text Parameter
by: Agrawal, Lakshya A, et al.
Published: (2026)
by: Agrawal, Lakshya A, et al.
Published: (2026)
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design
by: Davis, Jared Quincy, et al.
Published: (2024)
by: Davis, Jared Quincy, et al.
Published: (2024)
DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis
by: Patel, Liana, et al.
Published: (2025)
by: Patel, Liana, et al.
Published: (2025)
Uncovering Intra-expert Activation Sparsity for Efficient Mixture-of-Expert Model Execution
by: Park, Jongseok, et al.
Published: (2026)
by: Park, Jongseok, et al.
Published: (2026)
Speculative Decoding: Performance or Illusion?
by: Liu, Xiaoxuan, et al.
Published: (2025)
by: Liu, Xiaoxuan, et al.
Published: (2025)
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
by: Chen, Lingjiao, et al.
Published: (2024)
by: Chen, Lingjiao, et al.
Published: (2024)
Optimizing Model Selection for Compound AI Systems
by: Chen, Lingjiao, et al.
Published: (2025)
by: Chen, Lingjiao, et al.
Published: (2025)
Specifications: The missing link to making the development of LLM systems an engineering discipline
by: Stoica, Ion, et al.
Published: (2024)
by: Stoica, Ion, et al.
Published: (2024)
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
by: Agrawal, Lakshya A, et al.
Published: (2025)
by: Agrawal, Lakshya A, et al.
Published: (2025)
RAFT: Adapting Language Model to Domain Specific RAG
by: Zhang, Tianjun, et al.
Published: (2024)
by: Zhang, Tianjun, et al.
Published: (2024)
Managing Bandwidth: The Key to Cloud-Assisted Autonomous Driving
by: Krentsel, Alexander, et al.
Published: (2024)
by: Krentsel, Alexander, et al.
Published: (2024)
MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
by: Cao, Shiyi, et al.
Published: (2024)
by: Cao, Shiyi, et al.
Published: (2024)
$\texttt{SPECS}$: Faster Test-Time Scaling through Speculative Drafts
by: Cemri, Mert, et al.
Published: (2025)
by: Cemri, Mert, et al.
Published: (2025)
Optimizing LLM Queries in Relational Data Analytics Workloads
by: Liu, Shu, et al.
Published: (2024)
by: Liu, Shu, et al.
Published: (2024)
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines
by: Singhvi, Arnav, et al.
Published: (2023)
by: Singhvi, Arnav, et al.
Published: (2023)
Some Present-Day Problems of Romanian Library Science
by: Stoica, Ion
Published: (1973)
by: Stoica, Ion
Published: (1973)
The Central University Library, Bucharest. Over Seventy-five Years in the History of a Collection
by: Stoica, Ion
Published: (1972)
by: Stoica, Ion
Published: (1972)
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
by: Shetty, Manish, et al.
Published: (2025)
by: Shetty, Manish, et al.
Published: (2025)
R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
by: Jain, Naman, et al.
Published: (2025)
by: Jain, Naman, et al.
Published: (2025)
LEANN: A Low-Storage Vector Index
by: Wang, Yichuan, et al.
Published: (2025)
by: Wang, Yichuan, et al.
Published: (2025)
Finance and economics. Upended
Published: (2001)
Published: (2001)
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation
by: Zhu, Alan, et al.
Published: (2025)
by: Zhu, Alan, et al.
Published: (2025)
Delta Fair Sharing: Performance Isolation for Multi-Tenant Storage Systems
by: Griggs, Tyler, et al.
Published: (2026)
by: Griggs, Tyler, et al.
Published: (2026)
TURBO: Utility-Aware Bandwidth Allocation for Cloud-Augmented Autonomous Control
by: Schafhalter, Peter, et al.
Published: (2025)
by: Schafhalter, Peter, et al.
Published: (2025)
Learning, Fast and Slow: Towards LLMs That Adapt Continually
by: Tiwari, Rishabh, et al.
Published: (2026)
by: Tiwari, Rishabh, et al.
Published: (2026)
SkyWalker: A Locality-Aware Cross-Region Load Balancer for LLM Inference
by: Xia, Tian, et al.
Published: (2025)
by: Xia, Tian, et al.
Published: (2025)
Inference Time Context Sparsity: Illusion or Opportunity?
by: Joshi, Sahil, et al.
Published: (2026)
by: Joshi, Sahil, et al.
Published: (2026)
Similar Items
-
Let the Barbarians In: How AI Can Accelerate Systems Performance Research
by: Cheng, Audrey, et al.
Published: (2025) -
The Time is Here for Just-in-Time Systems: Challenges and Opportunities
by: Liu, Shu, et al.
Published: (2026) -
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
by: Cemri, Mert, et al.
Published: (2026) -
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
by: Agarwal, Shubham, et al.
Published: (2026) -
HashAttention: Semantic Sparsity for Faster Inference
by: Desai, Aditya, et al.
Published: (2024)