TensorTable: Extending PyTorch for mixed relational and linear algebra pipelines
March 2024
The mixed relational algebra (RA) and linear algebra (LA) pipelines have become increasingly common in recent years. However, contemporary widely used frameworks struggle to support both RA and LA operators...
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A pluggable single-image super-resolution algorithm based on second-order gradient loss
December 2023
Convolutional neural networks for single-image super-resolution have been widely used with great success. However, most of these methods use L1 loss to guide network optimization, resulting in blurry...
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CloudAISim: A toolkit for modelling and simulation of modern applications in AI-driven cloud computing environments
December 2023
There is a very significant knowledge gap between Artificial Intelligence (AI) and a multitude of industries that exist in today’s modern world. This is primarily attributable to the limited availability...
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Characterizing and understanding deep neural network batching systems on GPUs
December 2023
As neural network inference demands are ever-increasing in intelligent applications, the performance optimization of model serving becomes a challenging problem. Dynamic batching is an important feature...
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AIGCBench: Comprehensive evaluation of image-to-video content generated by AI
December 2023
The burgeoning field of Artificial Intelligence Generated Content (AIGC) is witnessing rapid advancements, particularly in video generation. This paper introduces AIGCBench, a pioneering comprehensive...
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Benchmarking ChatGPT for prototyping theories: Experimental studies using the technology acceptance model
December 2023
•We explore the paradigm of leveraging ChatGPT as a bench tool for theory prototyping in business research.•We conducted two experimental studies using the classical technology acceptance model (TAM)...
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Benchmarking, ethical alignment, and evaluation framework for conversational AI: Advancing responsible development of ChatGPT
September 2023
Conversational AI systems like ChatGPT have seen remarkable advancements in recent years, revolutionizing human–computer interactions. However, evaluating the performance and ethical implications of...
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Algorithmic fairness in social context
September 2023
Algorithmic fairness research is currently receiving significant attention, aiming to ensure that algorithms do not discriminate between different groups or individuals with similar characteristics....
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Analyzing the potential benefits and use cases of ChatGPT as a tool for improving the efficiency and effectiveness of business operations
September 2023
•The potential benefits for companies of adopting ChatGPT, a popular chatbot built on a large-scale transformer.•To carefully analyze its use cases and restrictions, as well as its strengths and disadvantages.•ChatGPT...
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Mind meets machine: Unravelling GPT-4’s cognitive psychology
September 2023
Cognitive psychology delves on understanding perception, attention, memory, language, problem-solving, decision-making, and reasoning. Large Language Models (LLMs) are emerging as potent tools increasingly...
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MetaverseBench: Instantiating and benchmarking metaverse challenges
September 2023
The rapid evolution of the metaverse has led to the emergence of numerous metaverse technologies and productions. From a computer systems perspective, the metaverse system is a complex, large-scale...
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Unlocking the opportunities through ChatGPT Tool towards ameliorating the education system
June 2023
Artificial Intelligence (AI)-based ChatGPT developed by OpenAI is now widely accepted in several fields, including education. Students can learn about ideas and theories by using this technology while...
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CoviDetector: A transfer learning-based semi supervised approach to detect Covid-19 using CXR images
June 2023
COVID-19 was one of the deadliest and most infectious illnesses of this century. Research has been done to decrease pandemic deaths and slow down its spread. COVID-19 detection investigations have utilised...
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StreamAD: A cloud platform metrics-oriented benchmark for unsupervised online anomaly detection
June 2023
Cloud platforms, serving as fundamental infrastructure, play a significant role in developing modern applications. In recent years, there has been growing interest among researchers in utilizing machine...
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DPUBench: An application-driven scalable benchmark suite for comprehensive DPU evaluation
June 2023
With the development of data centers, network bandwidth has rapidly increased, reaching hundreds of Gbps. However, the network I/O processing performance of CPU improvement has not kept pace with this...
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Benchmarking HTAP databases for performance isolation and real-time analytics
June 2023
Hybrid Transactional/Analytical Processing (HTAP) databases are designed to execute real-time analytics and provide performance isolation for online transactions and analytical queries. Real-time analytics...
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TBench (BenchCouncil Transactions on Benchmarks, Standards and Evaluations) Calls for Papers
June 2023
BenchCouncil Transactions on Benchmarks, Standards and Evaluations (TBench) is an open-access journal dedicated to advancing the field of benchmarks, data sets, standards, evaluations and optimizations....
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The Third BenchCouncil International Symposium on Intelligent Computers, Algorithms, and Applications (IC 2023) Call for Papers
June 2023
Sponsored and organized by the International Open Benchmark Council (BenchCouncil), the IC conference is to provide a pioneering technology map through searching and advancing state-of-the-art and state-of-the-practice...
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2023 BenchCouncil Distinguished Doctoral Dissertation Award Call for Nomination
June 2023
BenchCouncil Distinguished Doctoral Dissertation Award is to recognize and encourage superior research and writing by doctoral candidates in the broad field of benchmarking community. This year, the...
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Enabling hyperscale web services
February 2023
Modern web services such as social media, online messaging, and web search support billions of users, requiring data centers that scale to hundreds of thousands of servers, i.e., hyperscale. The key...
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ChatGPT for healthcare services: An emerging stage for an innovative perspective
February 2023
Generative Pretrained Transformer, often known as GPT, is an innovative kind of Artificial Intelligence (AI) which can produce writing that seems to have been written by a person. OpenAI created this...
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e₹—The digital currency in India: Challenges and prospects
February 2023
The Reserve Bank of India (RBI) has recently launched the country’s first pilot project for the digital currency known as the digital rupee or e-Rupee (e₹). The launch of the digital rupee represents...
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ERMDS: A obfuscation dataset for evaluating robustness of learning-based malware detection system
February 2023
Learning-based malware detection systems (LB-MDS) play a crucial role in defending computer systems from malicious attacks. Nevertheless, these systems can be vulnerable to various attacks, which can...
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SNNBench: End-to-end AI-oriented spiking neural network benchmarking
February 2023
Spiking Neural Networks (SNNs) show great potential for solving Artificial Intelligence (AI) applications. At the preliminary stage of SNNs, benchmarks are essential for evaluating and optimizing SNN...
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Bench 2023 Calls For Papers
February 2023
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