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.
Results
Showing 1 to 20 of 24 for “"Serverless Computing"”.
-
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
-
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 …
-
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
-
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 …
-
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, …
-
Scheduling in a Database-Based Distributed Operating System
… years ago and were designed for very different computing 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 …
-
Utility-driven optimization and placement framework for Visual IoT analytics over edge-cloud environments
… This happens in parallel with advances in Edge computing and Serverless computing. Edge computing, has emerged to allow analyzing visual IoT data closer to where it is generated, and hence avoiding sending vast amounts of visual data streams to be analyzed in one remote location. On the other …
-
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 …
-
Towards Efficient AI for Science in Scalable and High Performance Distributed System
… typically facilitated by high-performance computing (HPC) clusters or major cloud providers such as AWS, Azure, and GCP. However, efficiently leveraging these infrastructures for accelerated scientific discovery poses significant challenges. This dissertation addresses the efficient …
-
Cybersecurity for Cloud-Based Systems and Applications
<p>The rapid proliferation of cloud computing has transformed the way organizations manage and deploy their systems and applications. This paradigm shift, while offering numerous benefits such as scalability, cost efficiency, and accessibility, has also introduced a plethora of cybersecurity …
-
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 …
-
Enabling the “Easy Button” for Broad, Parallel Optimization of Functions Evaluated by Simulation
… for remote simulation model evaluation and a serverless computing environment to provide massively parallel function evaluation, on demand. Dynamic loop scheduling methods are evaluated in the serverless environment with the opportunity for significant resource contention for master node …
-
Continuous integration and testing for autonomous racing in simulation
… as continuous integration, containerization, and serverless computing. In order to evaluate the submitted controller in non-trivial circumstances, we populate the race tracks with scenarios, which are pre-defined traffic situations commonly seen in the real road. We present a dynamic scenario …
-
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 …
-
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 …
-
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' …
-
Rethinking computer architecture and operating system abstractions for good & evil
Computing systems are undergoing a radical shift, propelled by stern security requirements and an unprecedented growth in data and users. This change has proven to be abstraction breaking. Current hardware and Operating System (OS) abstractions were built at a time when we had minimal security …
-
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 …
-
FPGAs in the datacenter: enhancing performance, usability, security, and privacy
… software defined networking (SDN), distributed computing, platform-as-a-service (PaaS), serverless computing, and many more. Continued improvements and support for all these datacenter applications has required a re-imagining of the current connected environment into one that is more data …
-
Chasing the “tail at scale”: toward cloud-native architectures
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-08-01
Page 1 of 2