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Energy consumption of Cloud data centers has been a major concern of many researchers, and one of the reasons for huge energy consumption of Clouds lies in the inefficient utilization of computing resources. Besides energy consumption,…

分布式、并行与集群计算 · 计算机科学 2018-03-26 Minxian Xu , Adel Nadjaran Toosi , Rajkumar Buyya

The ever-increasing gap between compute and I/O performance in HPC platforms, together with the development of novel NVMe storage devices (NVRAM), led to the emergence of the burst buffer concept - an intermediate persistent storage layer…

分布式、并行与集群计算 · 计算机科学 2022-01-11 Jan Kopanski , Krzysztof Rzadca

The evolution of Large Language Model (LLM) serving towards complex, distributed architectures--specifically the P/D-separated, large-scale DP+EP paradigm--introduces distinct scheduling challenges. Unlike traditional deployments where…

分布式、并行与集群计算 · 计算机科学 2025-12-19 Jian Tian , Shuailong Li , Yang Cao , Wenbo Cui , Minghan Zhu , Wenkang Wu , Jianming Zhang , Yanpeng Wang , Zhiwen Xiao , Zhenyu Hou , Dou Shen

Software debloating seeks to mitigate security risks and improve performance by eliminating unnecessary code. In recent years, a plethora of debloating tools have been developed, creating a dense and varied landscape. Several studies have…

软件工程 · 计算机科学 2024-07-17 Mohannad Alhanahnah , Yazan Boshmaf , Ashish Gehani

Program debloating aims to enhance the performance and reduce the attack surface of bloated applications. Several techniques have been recently proposed to specialize programs. These approaches are either based on unsound strategies or…

软件工程 · 计算机科学 2021-09-08 Mohannad Alhanahnah , Rithik Jain , Vaibhav Rastogi , Somesh Jha , Thomas Reps

Client-side metadata caching has long been considered an effective method for accelerating metadata operations in distributed file systems (DFSs). However, we have found that client-side state (e.g., caching) is not only ineffective but…

分布式、并行与集群计算 · 计算机科学 2026-01-09 Jingwei Xu , Junbin Kang , Mingkai Dong , Mingyu Liu , Lu Zhang , Shaohong Guo , Ziyan Qiu , Mingzhen You , Ziyi Tian , Anqi Yu , Tianhong Ding , Xinwei Hu , Haibo Chen

The last years have seen a steep rise in data generation worldwide, with the development and widespread adoption of several software projects targeting the Big Data paradigm. Many companies currently engage in Big Data analytics as part of…

分布式、并行与集群计算 · 计算机科学 2016-05-25 Michele Ciavotta , Eugenio Gianniti , Danilo Ardagna

Container startup latency is a critical performance metric for CI/CD pipelines, serverless computing, and auto-scaling systems, yet practitioners lack empirical guidance on how infrastructure choices affect this latency. We present a…

性能 · 计算机科学 2026-02-18 Shamsher Khan

As the volume of data being produced is increasing at an exponential rate that needs to be processed quickly, it is reasonable that the data needs to be available very close to the compute devices to reduce transfer latency. Due to this…

性能 · 计算机科学 2024-08-06 Sohail Shaikh

This project investigates the benefits of containerization technology in modern software development and deployment. The study emphasizes the advantages of using Kubernetes and Docker in the development process, including the easy packaging…

Data availability is one of the most important features in distributed storage systems, made possible by data replication. Nowadays data are generated rapidly and the goal to develop efficient, scalable and reliable storage systems has…

分布式、并行与集群计算 · 计算机科学 2022-02-01 Chryssis Georgiou , Nicolas Nicolaou , Andria Trigeorgi

Elasticity is a key property of cloud computing. However, elasticity is offered today at the granularity of virtual machines, which take tens of seconds to start. This is insufficient to react to load spikes and sudden failures in latency…

分布式、并行与集群计算 · 计算机科学 2024-07-02 Michael Wawrzoniak , Rodrigo Bruno , Ana Klimovic , Gustavo Alonso

This paper investigates a critical resource allocation problem in the first party cloud: scheduling containers to machines. There are tens of services and each service runs a set of homogeneous containers with dynamic resource usage;…

Containers are becoming a popular workload deployment mechanism in modern distributed systems. However, there are limited software-based methods (hardware-based methods are expensive requiring hardware level changes) for obtaining the power…

分布式、并行与集群计算 · 计算机科学 2020-06-02 Hemant Mehta , Paul Harvey , Omer Rana , Rajkumar Buyya , Blesson Varghese

Load balancing has been a fundamental building block of cloud and, more recently, edge computing environments. At the same time, in edge computing environments, prior research has highlighted that applications operate on similar…

分布式、并行与集群计算 · 计算机科学 2024-05-07 Md Washik Al Azad , Spyridon Mastorakis

The ever-increasing gap between compute and I/O performance in HPC platforms, together with the development of novel NVMe storage devices (NVRAM), led to the emergence of the burst buffer concept - an intermediate persistent storage layer…

性能 · 计算机科学 2021-11-22 Jan Kopanski

Web caching is essential for the World Wide Web, saving processing power, bandwidth, and reducing latency. Many proxy caching solutions focus on buffering data from the main server, neglecting cacheable information meant for server writes.…

数据库 · 计算机科学 2024-10-15 Ionut-Alex Moise , Alexandra Băicoianu

With the growing demand for openness, scalability, and granularity, mobile network function virtualization (NFV) has emerged as a key enabler for most mobile network operators. NFV decouples network functions from hardware devices. This…

网络与互联网体系结构 · 计算机科学 2022-04-04 Wissal Attaoui , Essaid Sabir , Halima Elbiaze , Mohsen Guizani

Serverless computing is a promising approach for edge computing since its inherent features, e.g., lightweight virtualization, rapid scalability, and economic efficiency. However, previous studies have not studied well the issues of…

分布式、并行与集群计算 · 计算机科学 2023-11-01 Jiong Lou , Zhiqing Tang , Shijing Yuan , Jie Li , Chengtao Wu , Weijia Jia

Binary program analysis represents a fundamental pillar of modern system security. Fine-grained methodologies like dynamic taint analysis still suffer from deployment complexity and performance overhead despite significant progress.…

软件工程 · 计算机科学 2026-02-04 Zhangbo Long , Letian Sha , Jiaye Pan , Haiping Huang , Dongpeng Xu , Yifei Huang , Fu Xiao