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20 results for “Parallelism”

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cs.CRcs.GTRecentApr 5, 2026

Perils of Parallelism: Transaction Fee Mechanisms under Execution Uncertainty

Sarisht Wadhwa, Aviv Yaish, Fan Zhang, Kartik Nayak

The paper analyzes transaction fee mechanisms in modern blockchains that use parallel execution and contingency, proving an inherent trade-off between minimizing risks for users and maximizing revenue…

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cs.PLcs.CCcs.FLRecentMay 30, 2026

Grid Programs: A Two-Dimensional, Variable-Free Model of Computation

Ezequiel López-Rubio

The paper introduces Grid Programs, a novel, Turing-complete model of computation where programs are two-dimensional arrangements of instructions, fundamentally departing from linear code structures.

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cs.AIRecentMay 28, 2026

Anchorless Diversification for Parallel LLM Ideation

Fares Nabil Ibrahim, Nafis Saami Azad, Raiyan Abdul Baten

The paper compares anchorless methods for diversifying LLM-generated idea pools against traditional anchor-dependent methods, finding that semantic direction stratification offers the best balance of…

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cs.AIRecentMay 29, 2026

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture

Hai Lin

The paper proposes the Intelligent Computing Architecture Model (ICAM), a six-layer framework that unifies disparate concepts in model-native computing by viewing the LLM stack through a dual-plane ar…

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cs.CCcs.DMcs.DSRecentJun 1, 2026

$O(n +f(k))$: Truly Linear FPT

Benjamin Merlin Bumpus, Rod Downey, Tala Eagling-Vose, Jessica Enright +6 more

The paper introduces and explores Truly Linear FPT (TLFPT), a complexity class defined by $O(n) + f(k)$, demonstrating that it is a strict subset of standard Linear FPT and providing new algorithms fo…

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cs.LOcs.CEcs.ETRecentJun 1, 2026

Federated Formal Verification: Cross-Backend Citation, Cross-Axis Convergence, and AI-Orchestrated Proof Dispatch for Production Systems

Pierre Falda

The paper proposes a federated formal verification architecture that treats verification as a polyglot proof system, successfully validating it on complex production subsystems like a Raft consensus m…

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cs.CRcs.DCRecentApr 17, 2026

PoSME: Proof of Sequential Memory Execution via Latency-Bound Pointer Chasing with Causal Hash Binding

David L. Condrey

The paper introduces PoSME, a cryptographic primitive that enforces strict sequential memory execution by chaining data-dependent writes, providing verifiable delay and authorship attestation.

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cs.CRcs.ARcs.LGRecentMar 20, 2026

Hawkeye: Reproducing GPU-Level Non-Determinism

Erez Badash, Dan Boneh, Ilan Komargodski, Megha Srivastava

Hawkeye is a system that allows perfect, precision-preserving reproduction of GPU-level matrix multiplication operations on a CPU, enabling efficient and trustworthy third-party auditing of machine le…

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cs.SEcs.AIcs.LGRecentMay 28, 2026

AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve

Chaitanya Mamatha Ananda, Rajiv Gupta, Mircea Trofin, Aiden Grossman +3 more

AI-PROPELLER introduces a novel interprocedural code layout optimization system that uses an agentic evolutionary workflow to achieve significant, measurable performance gains in large-scale, real-wor…

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math.COcs.CRRecentApr 21, 2026

Cyclic Equalizability Characterized by Parikh Vectors

Sarunyu Thongjarast, Sarit Pasiphol, Suthee Ruangwises

This paper completely characterizes cyclic equalizability for two words over any finite alphabet by proving that the words must share the same Parikh vector.

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cs.LGcs.ARRecentJun 2, 2026

MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency

Saptarshi Mitra, Yifan Zhang, Rachid Karami, Phyo Pyae Moe Aung +4 more

MOSAIC is a novel scheduling framework that significantly accelerates Mixture-of-Agents (MoA) workloads by jointly optimizing expert placement and utilizing confidence-aware adaptive aggregation.

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cs.PLcs.CCcs.DBRecentJun 1, 2026

From Time to Space: The Impact of Linearity in Higher-Order Datalog

Angelos Charalambidis, Babis Kostopoulos, Panos Rondogiannis

The paper analyzes a fragment of Higher-Order Datalog, showing that restricting recursion to a linear form shifts its expressive power from time complexity to space complexity, specifically capturing…

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cs.MAcs.CLcs.LGRecentJun 1, 2026

Multi-Agent Computer Use

Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried

The paper proposes Multi-Agent Computer Use (MACU) systems, which significantly improve performance on complex, long-horizon tasks by enabling parallel execution and dynamic task decomposition compare…

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cs.LGcs.AIRecentMay 31, 2026

Beyond Task-Agnostic: Task-Aware Grouping for Communication-Efficient Multi-Task MoE Inference

Zhiyao Xu, Aoxue Liu, Zhanjie Ding, Dan Zhao +2 more

The paper proposes Task-Aware Coactivation Grouping (TACG) to significantly reduce communication costs in multi-task MoE inference by grouping experts based on task-specific co-activation patterns, ou…

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cs.AIcs.DCcs.MARecentMay 27, 2026

SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks

Edwin Jose

SwarmHarness introduces a decentralized, incentive-aligned protocol enabling self-organizing compute swarms for AI tasks, eliminating the need for central coordinators or heavy blockchain infrastructu…

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math.HOcs.CRRecentMay 31, 2026

On the History of the Square and Multiply Algorithm

Nuh Aydin, Mohammad K. Azarian, Omid Khormali, Ghaya Mtimet

This paper traces the historical development of the square-and-multiply algorithm, arguing that while its conceptual foundation dates back to ancient Indian prosody, its formal articulation as a gener…

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cs.CRcs.AREmpiricalRecentJun 10, 2026

Partitioned Tags, Shared Data: Reconciling Strict Cache Isolation with Write-Shared Coherence

Kartik Ramkrishnan, Stephen McCamant, Antonia Zhai, Pen Chung Yew

This paper presents SCP, a cache partitioning design that combines strict eviction isolation with write-shared coherence to mitigate eviction-based cache side channels.

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cs.PFcs.ARcs.DCRecentMay 27, 2026

Rotary GPU: Exploring Local Execution Paths for Large Mixture-of-Experts Models Under Limited GPU Memory

Myeong Jun Jo

The paper introduces Rotary GPU, an exploratory execution approach demonstrating that large Mixture-of-Experts models can be run locally on consumer GPUs with limited VRAM, achieving usable decode thr…

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cs.ROcs.AIcs.CVEmpiricalRecentJun 10, 2026

DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners?

Jadelynn Dao, Milan Ganai, Yasmina Abukhadra, Ajay Sridhar +6 more

This paper introduces DIRECT, a routing framework that allocates test-time compute per prompt to improve the success--cost Pareto frontier for embodied agents.

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