etd AT Indian Institute of Science: Recent submissions
Now showing items 1-20 of 7046
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Systems Optimizations for DNN Training and Inference on Accelerated Edge Devices
Deep Neural Networks (DNNs) have had a significant impact on a wide variety of domains, such as Autonomous Vehicles, Smart Cities, and Healthcare, through low-latency inferencing on edge computing devices close to the data ... -
Studies in Probabilistic Model-Building Evolutionary Algorithms
Evolutionary algorithms (EAs) are a family of metaheuristics inspired by Darwin's theory of evolution through natural selection. They maintain and evolve a population of candidate solutions through stochastic variation and ... -
Genetic Code Expansion with Unnatural Amino Acids: Biosynthesis and Incorporation of Halogen and Chalcogen-containing Amino Acids into Proteins
Genetic code expansion (GCE) strategy allows incorporation of unnatural amino acids (UAAs) with diverse physical, chemical, and biochemical properties. Multiple UAAs have been successfully incorporated co-translationally ... -
Atomic-Scale Insights into the Conversion Chemistry of Metal Chalcogenides using Advanced Electron Microscopy for Structure-Property Correlation
Conversion chemistry is a pivotal technique for transforming pre-synthesized nanocrystals into new materials with precise control over their properties. The investigation of phase transformations and conversions in 2D metal ... -
Modeling the Switching Dynamics of Advanced Power Semiconductor Devices: From Silicon Superjunction to Wide Bandgap Technologies
The advancement of power semiconductor devices has significantly transformed modern power conversion systems, enabling notable enhancements in energy efficiency, system miniaturization, and overall performance. Among the ... -
Adaptive algorithms for admission control of elastic sessions in the internet
Elastic traffic dominates Internet usage and is characterized by its tolerance to loose performance guarantees. However, when network performance drops below a minimum acceptable threshold - especially under high load - ... -
Performance analysis and optimization of scheduling in high speed input queuing cell switches
This thesis investigates techniques to improve throughput and reduce delay in input-queued cell switches, particularly focusing on the Head-of-the-Line (HOL) blocking problem. While pure input queuing suffers from limited ... -
Some new architectures for fuzzy logic processing
Fuzzy Logic has gained immense popularity in the last decade for use in several scientific and industrial applications. In this context, a substantial role is played by the computational structures used to perform fuzzy ... -
Alternative interleaving schemes for interleaved orthogonal frequency division multiplexing
Interleaved OFDM was proposed as an effective solution for improving code rate over slowly varying channels, without affecting the Peak-Average Power Ratio. The system was proposed with a particular interleaving scheme. In ... -
Computer recognition of hand printed characters: an automated approach to the design of recognizers
Computer Recognition of Handprinted Characters is a well-established field of research, active for over three decades. Despite extensive work and numerous publications, the ultimate goal of developing a recognizer with ... -
Logic minimization algorithms for VLSI applications.
The widespread use of Large Scale Integration (LSI) and Very Large Scale Integration (VLSI) chips in modern digital systems has intensified interest in the design of efficient circuits. As circuit complexity increases, ... -
A token ring local area network for small systems application
This research work deals with a new design/ and study of a token ring local area network (LAN) for small systems application like microcomputer network. The salient features of the work carried out are as follows: “ ... -
Membership algorithms for dependencies in relatinal databases
In relational database theory, a class of dependencies that includes functional dependencies (FDs), multivalued dependencies (MVDs), and join dependencies (JDs) has been found to play an important role in the process of ... -
Numerical integration of ordinary differential equation on multiprocessing systems
In this thesis, we explore how to solve Ordinary Differential Equations (ODEs) on parallel computers. A comprehensive study of the current state-of-the-art methods for both sequential and parallel integration of ODEs is ... -
Design of parallel algorithms for a multiple bus multiprocessor system
Matrix operations play a crucial role in scientific computations. This thesis presents the design and analysis of four parallel matrix computation algorithms specifically suited for a broadcast bus-based Multiple Bus ... -
Dependency-lattices, acyclic hypergraphs and relational database scheme design
Compared to other models of data, the relational model offers several advantages: Clear separation between logical organization and physical storage of data Ease of understanding the logical structure Use of high-level ... -
Multiprocessing architectures for parallel hidden surface removal algorithms
Interactive computer graphics systems have become powerful tools for man-machine interaction, with wide-ranging applications. One particularly exciting and important area is the synthetic generation of realistic images of ... -
Parallel algorithms for compilation
This thesis discusses the design of parallel algorithms for the compilation process. The model of computation is an SIMD (Single Instruction, Multiple Data) computer with shared memory, where no read or write conflicts are ... -
New techniques for the analysis of two and three dimensional objects
The results of an investigation carried out on certain pattern recognition aspects of a class of two-dimensional line drawings and three-dimensional objects are reported in this thesis. The motivation for the proposed ... -
Performance evaluation of computer systems using discrete event simulation
Chapter II This chapter discusses the currently available modeling techniques and the studies conducted using these techniques. Chapter III It presents a performance evaluation of Batch and Time-sharing systems. The ...