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Large language model (LLM) serving demands low latency and high throughput, but high load variability makes it challenging to achieve high GPU utilization. In this paper, we identify a synergetic but overlooked opportunity to co-serve…

分布式、并行与集群计算 · 计算机科学 2025-09-05 Yifan Qiao , Shu Anzai , Shan Yu , Haoran Ma , Shuo Yang , Yang Wang , Miryung Kim , Yongji Wu , Yang Zhou , Jiarong Xing , Joseph E. Gonzalez , Ion Stoica , Harry Xu

The crux of software transactional memory (STM) is to combine an easy-to-use programming interface with an efficient utilization of the concurrent-computing abilities provided by modern machines. But does this combination come with an…

分布式、并行与集群计算 · 计算机科学 2013-06-28 Petr Kuznetsov , Srivatsan Ravi

Programming models for concurrency are optimized for dealing with nondeterminism, for example to handle asynchronously arriving events. To shield the developer from data race errors effectively, such models may prevent shared access to data…

软件工程 · 计算机科学 2014-10-24 Mischael Schill , Sebastian Nanz , Bertrand Meyer

In decentralized multiagent trajectory planners, agents need to communicate and exchange their positions to generate collision-free trajectories. However, due to localization errors/uncertainties, trajectory deconfliction can fail even if…

Secure container runtimes serve as the foundational layer for creating and running containers, which is the bedrock of emerging computing paradigms like microservices and serverless computing. Although existing secure container runtimes…

网络与互联网体系结构 · 计算机科学 2023-10-10 Chenxingyu Zhao , Yulin Sun , Ying Xiong , Arvind Krishnamurthy

In this article we present PARSIR (PARallel SImulation Runner), a package that enables the effective exploitation of shared-memory multi-processor machines for running discrete event simulation models. PARSIR is a compile/run-time…

分布式、并行与集群计算 · 计算机科学 2024-10-02 Francesco Quaglia

Quantum Random Access Memory (QRAM) is a critical component for loading classical data into quantum computers. While constructing a practical QRAM presents several challenges, including the impracticality of an infinitely large QRAM size…

Encrypted cloud storage can hide data contents but still leak sensitive information through access patterns. ORAM addresses this by hiding access patterns, but existing ORAM systems are too inefficient to deploy in practice. We present…

密码学与安全 · 计算机科学 2026-05-28 Onur Eren Arpaci , Florian Kerschbaum , Sujaya Maiyya

Modern applications increasingly demand ultra-low latency for data processing, often facilitated by host-controlled accelerators like GPUs and FPGAs. However, significant delays result from host involvement in accessing accelerators. To…

网络与互联网体系结构 · 计算机科学 2025-04-09 Ziyi Yang , Krishnan B. Iyer , Yixi Chen , Ran Shu , Zsolt István , Marco Canini , Suhaib A. Fahmy

Multi-versioned database systems have the potential to significantly increase the amount of concurrency in transaction processing because they can avoid read-write conflicts. Unfortunately, the increase in concurrency usually comes at the…

数据库 · 计算机科学 2015-12-04 Jose M. Faleiro , Daniel J. Abadi

Software Transactional Memory systems (STMs) have garnered significant interest as an elegant alternative for addressing synchronization and concurrency issues with multi-threaded programming in multi-core systems. Client programs use STMs…

分布式、并行与集群计算 · 计算机科学 2019-03-25 Ved Prakash Chaudhary , Chirag Juyal , Sandeep Kulkarni , Sweta Kumari , Sathya Peri

Hotspots, a small set of tuples frequently read/written by a large number of transactions, cause contention in a concurrency control protocol. While a hotspot may comprise only a small fraction of a transaction's execution time,…

数据库 · 计算机科学 2021-03-19 Zhihan Guo , Kan Wu , Cong Yan , Xiangyao Yu

Efficient implementations of concurrent objects such as atomic collections are essential to modern computing. Programming such objects is error prone: in minimizing the synchronization overhead between concurrent object invocations, one…

编程语言 · 计算机科学 2017-07-04 Ahmed Bouajjani , Constantin Enea , Chao Wang

Personal AI systems increasingly retain long-term memory of user activity, including documents, emails, messages, meetings, and ambient recordings. Trusted hardware can keep this data private, but struggles to scale with a growing…

密码学与安全 · 计算机科学 2026-04-06 Darya Kaviani , Alp Eren Ozdarendeli , Jinhao Zhu , Yu Ding , Raluca Ada Popa

Recent data stream processing systems (DSPSs) can achieve excellent performance when processing large volumes of data under tight latency constraints. However, they sacrifice support for concurrent state access that eases the burden of…

数据库 · 计算机科学 2023-06-21 Shuhao Zhang , Yingjun Wu , Feng Zhang , Bingsheng He

Quantum Random Access Memory (QRAM) is a crucial architectural component for querying classical or quantum data in superposition, enabling algorithms with wide-ranging applications in quantum arithmetic, quantum chemistry, machine learning,…

量子物理 · 物理学 2025-03-04 Shifan Xu , Alvin Lu , Yongshan Ding

Concurrent priority queues are widely used in important workloads, such as graph applications and discrete event simulations. However, designing scalable concurrent priority queues for NUMA architectures is challenging. Even though several…

分布式、并行与集群计算 · 计算机科学 2024-06-12 Christina Giannoula , Foteini Strati , Dimitrios Siakavaras , Georgios Goumas , Nectarios Koziris

Quantum random access memory (QRAM) promises simultaneous data queries at multiple memory locations, with data retrieved in coherent superpositions, essential for achieving quantum speedup in many quantum algorithms. We introduce a…

量子物理 · 物理学 2025-06-13 Zhaoyou Wang , Hong Qiao , Andrew N. Cleland , Liang Jiang

This paper summarizes the idea of Subarray-Level Parallelism (SALP) in DRAM, which was published in ISCA 2012, and examines the work's significance and future potential. Modern DRAMs have multiple banks to serve multiple memory requests in…

硬件体系结构 · 计算机科学 2018-05-08 Yoongu Kim , Vivek Seshadri , Donghyuk Lee , Jamie Liu , Onur Mutlu

Modern multicore system-on-chips (SoCs) share off-chip DRAM across cores, where bank-level interference can significantly degrade performance and threaten real-time guarantees. While prior work has focused on per-core bandwidth regulation,…

硬件体系结构 · 计算机科学 2026-03-30 Connor Rudy Sullivan , Amin Mamandipoor , Cole Ridge Strickler , Heechul Yun