Unlocking the opportunities through ChatGPT Tool towards ameliorating the education system
Available online 26 May 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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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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Enabling Reduced Simpoint Size Through LiveCache and Detail Warmup
October 2022
Simpoint technology (Sherwood et al., 2002) has been widely used by modern micro-architecture research community to significantly speedup the simulation time. However, the typical Simpoint size remains...
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HPC AI500 V3.0: A scalable HPC AI benchmarking framework
October 2022
In recent years, the convergence of High Performance Computing (HPC) and artificial intelligence (AI) makes the community desperately need a benchmark to guide the design of next-generation scalable...
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CpsMark+: A scenario-oriented benchmark system for office desktop performance evaluation in centralized procurement via simulating user experience
October 2022
Rapid business expansion of various companies has placed growing demand on office desktops recent decades. However, improper evaluation of system performance and inexplicit awareness of practical use...
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An extensive study on Internet of Behavior (IoB) enabled Healthcare-Systems: Features, facilitators, and challenges
October 2022
The Internet of Behaviour (IoB) is an effort to dissect behavioural patterns as explained by data collection. IoB is an extension of the Internet of Things (IoT). Therefore, both are anticipated to...
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Edge AIBench 2.0: A scalable autonomous vehicle benchmark for IoT–Edge–Cloud systems
October 2022
Many emerging IoT–Edge–Cloud computing systems are not yet implemented or are too confidential to share the code or even tricky to replicate its execution environment, and hence their benchmarking is...
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Optimizing the sparse approximate inverse preconditioning algorithm on GPU
October 2022
In this study, we present an optimization sparse approximate inverse (SPAI) preconditioning algorithm on GPU, called GSPAI-Opt. In GSPAI-Opt, it fuses the advantages of two popular SPAI preconditioning...
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An era of ChatGPT as a significant futuristic support tool: A study on features, abilities, and challenges
October 2022
Open Artificial Intelligence (AI) published an AI chatbot tool called ChatGPT at the end of November 2022. Generative Pre-trained Transformer (GPT) architecture is the foundation of ChatGPT. On the...
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Performance characterization and optimization of pruning patterns for sparse DNN inference
October 2022
Deep neural networks are suffering from over parameterized high storage and high consumption problems. Pruning can effectively reduce storage and computation costs of deep neural networks by eliminating...
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IoTBench: A data centrical and configurable IoT benchmark suite
October 2022
As the Internet of Things (IoT) industry expands, the demand for microprocessors and microcontrollers used in IoT systems has increased steadily. Benchmarks provide a valuable reference for processor...
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Diagnosis of COVID-19 from X-rays using combined CNN-RNN architecture with transfer learning
October 2022
Combating the COVID-19 pandemic has emerged as one of the most promising issues in global healthcare. Accurate and fast diagnosis of COVID-19 cases is required for the right medical treatment to control...
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TBench (BenchCouncil Transactions on Benchmarks, Standards and Evaluations) Calls for Papers
October 2022
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2022 BenchCouncil International Symposium on benchmarking, measuring and optimizing (Bench 2022) call for papers
July 2022
Sponsored and organized by the International Open Benchmark Council (BenchCouncil), the Bench conference encompasses a wide range of topics in benchmarking, measurement, evaluation methods, and tools....
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A review of Blockchain Technology applications for financial services
July 2022
Financial service providers find blockchain technology useful to enhance authenticity, security, and risk management. Several institutions are adopting blockchain in trade and finance systems to build...
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Understanding hot interconnects with an extensive benchmark survey
July 2022
Understanding the designs and performance characterizations of hot interconnects on modern data center and high-performance computing (HPC) clusters is a fruitful research topic in recent years. The...
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High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer
July 2022
Emerging and future applications rely heavily upon systems consisting of Internet of Things (IoT), edges, data centers, and humans-in-the-loop. Significantly different from warehouse-scale computers...
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SAIBench: Benchmarking AI for Science
April 2022
Scientific research communities are embracing AI-based solutions to target tractable scientific tasks and improve research work flows. However, the development and evaluation of such solutions are scattered...
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An efficient encrypted deduplication scheme with security-enhanced proof of ownership in edge computing
April 2022
With the rapid expansion of Internet of Things (IoT), relevant files are stored and transmitted at the network edge by employing data deduplication to eliminate redundant data for the best accessibility....
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Asynchronous memory access unit for general purpose processors
April 2022
In future data centers, applications will make heavy use of far memory (including disaggregated memory pools and NVM). The access latency of far memory is more widely distributed than that of local...
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A BenchCouncil view on benchmarking emerging and future computing
April 2022
The measurable properties of the artifacts or objects in the computer, management, or finance disciplines are extrinsic, not inherent — dependent on their problem definitions and solution instantiations....
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