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 45 for “"batching"”.
-
Increasing cross-domain call batching using promises and batched control structures
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1995.
-
Analysis of batching strategies for multi-item production with yield uncertainty
… different types of custom jobs, we try to derive batching policies to minimize the expected total time that a job spends in the system. Custom-job production brings a host of challenges that makes batch sizing very difficult - production can only begin when the order arrives, the yield uncertainty …
-
Adaptive batching of streams to enhance throughput and to support dynamic load balancing
… of streaming workloads by developing an adaptive batching framework and building load-balancing algorithms on top of this framework. We explore the idea of using a combination of adaptive batching of tuples and dynamic tuple dispatching to improve the throughput and load-distribution of the …
-
Production ramp-up of a hardware startup : simulating build to order strategies, capacity estimations and impacts of batching
… developed, which incorporates some benefit of batching. The effects of batch size on lead time, inventory level and capacity are investigated. Even when assuming a 30% setup time for assembly steps, the optimal batch size with regards to lead time or inventory levels remains at one. However, it …
-
Resource efficient distributed inference of deep neural networks for Edge AI
… asynchronous split inference, adaptive batching for resource efficiency, and tensor compression at the client–server boundary. First, the study introduces an asynchronous split inference paradigm, where model computation is partitioned between clients and servers, and communication is …
-
A Multi-Objective Affinity-Based Savings Algorithm for Improving Processes in Centralized Warehousing Operations
… design, order picking and sorting, and order batching. In an effort to improve total system savings, a new affinity function is developed and applied to batching logic to create a multi-objective problem. The proposed multi-objective function incorporates user input to increase adaptability to …
-
Towards SLO-aware Resource Scheduling for Serverless Inference Workloads
… (ML) inference capabilities by exploring batching and autoscaling strategies for Serverless Inference instances. The study proposes a prototype FaaS framework that provides adaptive request batching, reactive autoscaling policies, and SLO monitoring, thus allowing Serverless Inference …
-
Performance Evaluation of Scalable Multi-cell On-Demand Broadcast Protocols
… case scenario. With slight modifications, the batching/cbd protocol can be adapted for multi-cell data service. A new combined scheduling protocol, that is cyclic/cd,fft protocol, is devised as the second candidate for multi-cell data transmission scheduling. Based on the three broadcast …
-
The use of aggregate from demolition rubble in the making of ordinary and structural concretes
… though it is easily attainable. Phase 2: A wet-batching method of mix design was investigated and satisfactory recycled concretes were produced. Strength charts for such concretes are given. Methods of dry-batching are also presented, but are more complex than the wet-batch method. The water …
-
Constant Flow Management - Investigating manufacturing flow variability
… production system. (2) Determine the effect of batching and tool availability on the process flow. (3) Understand the interaction between operations. (4) Develop a release strategy in order to stabilize the production flow. First, from the observation of real production data, a difference metric …
-
A Scalable Blockchain Framework for Verifiable and Private Ranked-Choice Online Voting
… of this thesis is an efficient proof-batching and verification mechanism that addresses the scalability bottlenecks of existing blockchain-based approaches. By aggregating multiple proofs off-chain and submitting a single, succinct batch proof with updated commitments, the protocol …
-
Performance Enhancement of Concrete Produced with Treated Demolition Waste Aggregates
… innovative regime of various treatment methods, batching techniques, and their combinations were developed to enhance the engineering properties of recycled aggregate and recycled aggregate concrete. This research studied the geometrical, physical, and mechanical characteristics of the supplied …
-
Performance enhancements for a dynamic invariant detector
… the effectiveness of the two algorithms, and batching applications of the algorithm to lower costs. Experimental results showed a 10% runtime improvement in Daikon runtime. In addition, I implemented an oracle to verify the implementation of these improvements and the other optimizations in …
-
Life-cycle cost modeling and Optimization for capital equipment procurement
… and how to assign costs based on the impact of batching to production flow. The framework and analysis also show cost sensitivity to offloading parts and changes in production rates by using linear optimization algorithms to evaluate different scenarios. The framework is extendable to other …
-
Production line design and system analysis for new product introduction in electronics manufacturing
… times, machine breakdown trends and product batching policies. The simulation model was used to predict the impact of factory scenarios that were determined as necessary milestones in transforming the factory layout from existing layout to the proposed layout. The concept of changing the …
-
Lot streaming and batch scheduling: splitting and grouping jobs to improve production efficiency
… the NP-hard problem of scheduling jobs on a batching machine with restricted batch size to minimise the maximum lateness. We design a branch and bound algorithm, and develop local search heuristics for the problem. Different neighbourhoods are compared, one of which is an exponential sized …
-
A multi-level scalable startup for parallel applications
… of a SMP-aware, multi-level startup scheme with batching of remote shell sessions, which provides a complete solution to startup of a parallel application and facilitates its management during execution. It still supports existing Charm++ runtime capabilities including process health monitoring, …
-
Simulation and optimization of outbound operations in an e-grocer's warehouse
… throughput bottleneck: the outbound processes. Batching mechanisms are used by warehouses to consolidate orders with a certain delivery time in the same picking and routing optimization batches. Increasing number of batches eliminates WIP ("work-in-progress") inventory and increases throughput …
-
Concurrent design for optimal quality and cycle time
… will be used to aid part design, tolerancing, batching, as well as strategy analysis in process improvement. A two-stage modeling approach is used to tackle the problem: quality prediction and production prediction. The quality prediction model projects the process variations into the output …
-
Efficient parallel processing and fault tolerance in a streaming join system
… critical performance optimizations like batching and automatic parallelization, having performance comparable to lossy windowed joins while maintaining its strong correctness semantics. The individual contributions of the thesis come from further extending RiverJoin by adding …
Page 1 of 3