Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 40 for “"serverless"”.
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Contention-resilient overcommitment for serverless deployments
Serverless computing, or Function-as-a-Service (FaaS), simplifies application deployment by allowing developers to focus on functionality while the service provider manages the underlying resources. This model charges users based on actual resource usage, making it ideal for intermittent workloads, …
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Rethinking Serverless for Machine Learning Inference
… inference. All these characteristics make serverless platforms a good fit for deployment, and in this work, we identify the bottlenecks involved in hosting these inference jobs on serverless and optimize serverless for better performance and resource utilization. Specifically, we identify …
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A serverless, wide-area version control system
This thesis describes Pastwatch, a distributed version control system. Pastwatch maintains versions of users' shared files. Each version is immutable: to make changes, a user checks out a version onto the user's computer, edits the files locally, then commits the changes to create a new version. …
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Towards Cloud-Based cost-effective serverless information system
… businesses to adopt. In this work, we propose a serverless information system that will reduce costs for small businesses trying to create an e-commerce website. The proposed serverless system is built entirely in Amazon Web Services (AWS). The proposed serverless system allows businesses to pay …
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Design and Implementation of a Serverless MapReduce Framework
… δαπανηρές και σύνθετες στην εγκατάσταση. Το serverless computing προσφέρει on-demand εκτέλεση με αυτόματη και παραμετροποιήσιμη κλιμάκωση και παρέχει μια εναλλακτική τεχνική για την κατανεμημένη επεξεργασία δεδομένων. Σε αυτή τη διπλωματική εργασία, παρουσιάζεται ένα MapReduce framework …
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Nimblock 2.0: Serverless computing with multi-tenant FPGAS
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-05-01
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Fireworks: A Fast, Efficient and Safe Serverless Framework
Serverless computing is a new paradigm, and it is becoming rapidly popular in Cloud computing. Serverless computing has interesting, unique properties that the unit of deployment and execution is a serverless function. Moreover, it introduces the new economic model pay-as-you-go billing model. It …
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Lab-bc: A Serverless Computing Platform for MIT Educators
… we have designed and implemented lab-bc, a serverless computing platform which allows our students to invoke industry-standard EDA tooling remotely. Our system is significant in that it provides locality transparency: in contrast to existing remote interfaces, students may invoke tools like …
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Towards SLO-aware Resource Scheduling for Serverless Inference Workloads
… for hosting ML inference services, providing a serverless computing environment that streamlines development cycles and offers scalability and simplified infrastructure management. However, existing autoscaling strategies employed by popular FaaS platforms often overlook critical factors such as …
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Evaluating SigmaOS with Kubernetes for Orchestrating Microservice and Serverless Applications
… microservice-style social network website and a serverless image resizing program. It measures their performances on a small-scale cluster in CloudLab. The SigmaOS version of the social network is easier to build (30% fewer lines), and its image resizing starts faster (25% - 89%). SigmaOS …
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EdgeFn: A Lightweight Customizable Data Store for Serverless Edge Computing
Serverless Edge Computing is an extension of the serverless computing paradigm that enables the deployment and execution of modular software functions on resource-constrained edge devices. However, it poses several challenges due to the edge network's dynamic nature and serverless applications' …
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Defending against emerging threats in serverless computing through information flow analysis
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-08-01
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FaaSRank: A Reinforcement Learning Scheduler for Serverless Function-as-a-Service Platforms
… have gained popularity as a way to deploy serverless applications in the cloud instigating the rise of serverless computing. Current serverless FaaS platforms generally use simple, classic scheduling algorithms for distributing function invocations while ignoring FaaS characteristics such …
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Punching Holes in the Cloud: Direct Communication between Serverless Functions Using NAT Traversal
A growing use for serverless computing is large parallel data processing applications that take advantage of its on-demand scalability. Because individual serverless compute nodes, which are called functions, run in isolated containers, a major challenge with this paradigm is transferring temporary …
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Scheduling in a Database-Based Distributed Operating System
… requirements, making them ill-equipped to handle serverless workloads as well as modern challenges in scalability, heterogeneity, availability, and security. Hence, we propose a radically new data-centric OS design for serverless computing. This database OS (DBOS) centralizes all cluster state in …
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Towards an Execution Optimization in Serverless Functions Through a Spatial-Temporal Orchestration Mechanism for Context Sharing in Highly Concurrent Conditions
Serverless computing has become a popular model for deploying scalable applications in a fully cloud-managed environment where developers only pay for the execution and not idle time. A key enabling service, Function-as-a-Serverless (FaaS), is the primary execution paradigm offered by cloud …
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