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Big Data Testing Techniques:Taxonomy,Challenges and Future Trends

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Computers, materials & Continua 2023年第2期74卷 2739-2770页

作者： Iram Arshad Saeed Hamood Alsamhi wasif Afzal SRI TUSAthloneIreland mälardalen University VästeråsSweden

Big Data is reforming many industrial domains by providing decision support through analyzing large data *** Data testing aims to ensure that Big Data systems run smoothly and error-free while maintaining the performance and quality of ***,because of the diversity and complexity of data,testing Big Data is *** numerous research efforts deal with Big Data testing,a comprehensive review to address testing techniques and challenges of BigData is not available as ***,we have systematically reviewed the Big Data testing techniques’evidence occurring in the period 2010–*** paper discusses testing data processing by highlighting the techniques used in every processing ***,we discuss the challenges and future *** findings show that diverse functional,non-functional and combined(functional and non-functional)testing techniques have been used to solve specific problems related to Big *** the same time,most of the testing challenges have been faced during the mapReduce validation *** addition,the combinatorial testing technique is one of the most applied techniques in combination with other techniques(i.e.,random testing,mutation testing,input space partitioning and equivalence testing)to find various functional faults through Big Data testing.

关键词： Big data testing techniques testing process

Global well-posedness of 3-D density-dependent Navier-Stokes system with variable viscosity

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Science China mathematics 2015年第6期58卷 1129-1150页

作者： abidi Hammadi ZHANG Ping D'epartement de math'ematiques Facult'e des Sciences de Tunis Campus Universitaire Academy of mathematics and Systems Science and HUA Loo-Keng Key Laboratory of mathematics Chinese Academy of Sciences

Given initial data(ρ0, u0) satisfying 0 < m ρ0≤ m, ρ0- 1 ∈ L2∩˙W1,r(R3) and u0 ∈˙H-2δ∩ H1(R3) for δ∈ ]1/4, 1/2[ and r ∈ ]6, 3/1- 2δ[, we prove that: there exists a small positive constant ε1,which depe... 详细信息

Given initial data(ρ0, u0) satisfying 0 m ρ0≤ m, ρ0- 1 ∈ L2∩˙W1,r(R3) and u0 ∈˙H-2δ∩ H1(R3) for δ∈ ]1/4, 1/2[ and r ∈ ]6, 3/1- 2δ[, we prove that: there exists a small positive constant ε1,which depends on the norm of the initial data, so that the 3-D incompressible inhomogeneous Navier-Stokes system with variable viscosity has a unique global strong solution(ρ, u) whenever‖ u0‖ L2 ‖▽u0 ‖L2 ≤ε1 and ‖μ(ρ0)- 1‖ L∞≤ε0 for some uniform small constant ε0. Furthermore, with smoother initial data and viscosity coefficient, we can prove the propagation of the regularities for such strong solution.

关键词：变粘度密度依赖系统 3-D 不可压缩粘度系数不均匀证明

J/ψ-J/ψ scattering cross sections of quadratic and Cornell potentials

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Chinese Physics C 2021年第2期45卷 126-132页

作者： m.Imran Jamil Sm.Sohail Gilani Ahmad wasif Abdul Sattar Khan Ahmad Awan Department of Physics School of ScienceUniversity of Management and TechnologyLahore(54770)Pakistan Department of Physics University of OkaraOkara(56300)Pakistan Department of Physics Forman Christian College(A Chartered University)Lahore(54600)Pakistan Department of Physics Government College UniversityLahore(54000)Pakistan

We study the scattering of J/ψ - J/ψ mesons using quadratic and Cornell potentials in our tetraquark(cccc)*** system’s wavefunction in the restricted gluonic basis,which is written by utilizing the adiabatic approximation and Hamiltonian,is used via a quark potential *** resonating group technique is used to obtain the integral equations,which are solved to obtain the unknown inter-cluster dependence of the total wavefunction of our tetraquark system.T-matrix elements are calculated from the solutions,and eventually,the scattering cross sections are obtained using the two *** compare these cross sections and find that the magnitudes of scattering cross sections of quadratic potential are higher than the Cornell potential.

关键词： Cornell potential quadratic potential J/ψscattering quark potential model

High day and night temperatures impact on cotton yield and quality——current status and future research direction

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棉花研究(英文) 2023年第3期6卷 209-225页

作者： SAINI Dinesh K. ImPA S.m. mCCALLISTER Donna PATIL Gunvant B. abidi Noureddine RITCHIE Glen JACONIS S.Y. JAGADISH Krishna S.V. Department of Plant and Soil Science Texas Tech UniversityLubbockTX 79410USA Department of Agricultural and Applied Economics Texas Tech UniversityLubbockTX 79410USA Institute of Genomics for Crop Abiotic Stress Tolerance Texas Tech UniversityLubbockTX 79410USA Fiber and Biopolymer Research Institute Texas Tech UniversityLubbockTX 79410USA Cotton Incorporated CaryNC 27513USA

Heat waves,and an increased number of warm days and nights,have become more prevalent in major agricultural regions of the *** well adapted to semi-arid regions,cotton is vulnerable to high temperatures,particularly during flowering and boll *** maintain lint yield potential without compromising its quality under high-temperature stress,it is essential to understand the effects of heat stress on various stages of plant growth and development,and associated tolerance *** ongoing efforts to gather data on the effects of heat stress on cotton growth and development,there remains a critical gap in understanding the distinct influence of high temperatures during the day and night on cotton yield and ***,identifying mechanisms and target traits that induce greater high day and night temperature tolerance is essential for breeding climate-resilient cotton for future uncertain *** bridge these knowledge gaps,we embarked on a rigorous and comprehensive review of published literature,delving into the impact of heat stress on cotton yields and the consequential losses in fiber *** review encompasses information on the effects of heat stress on growth,physiological,and biochemical responses,fertilization,cotton yield,and ***,we discuss management options for minimizing heat stress-induced damage,and the benefits of integrating conventional and genomics-assisted breeding for developing heat-tolerant cotton ***,future research areas that need to be addressed to develop heat-resilient cotton are proposed.

关键词： Controlled environment Cotton Fiber yield and quality Heat stress Heat tents Reproductive failure

Effect of position and force tool control in friction stir welding of dissimilar aluminum-steel lap joints for automotive applications

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Advances in manufacturing 2020年第1期8卷 59-71页

作者： m.wasif Safeen P.Russo Spena G.Buffa D.Campanella A.masnata L.Fratini Faculty of Science and Technology Free University of Bozen-BolzanoBolzano 39100Italy Department of management and Production Engineering Polytechnic University of TurinTorino 10129Italy Department of Engineering University of PalermoPalermo 90128Italy

Widespread use of aluminum alloys for the fabrication of car body parts is conditional to the use of appropriate welding methods,especially if dissimilar welding must be performed with automotive steel *** stir welding(FSW)is considered to be a reasonable solution to obtain sound aluminum-steel *** this context,this work studies the effects of tool position and force control in dissimilar friction stir welding of AA6061 aluminum alloy on DC05 low carbon steel in lap joint configuration,also assessing proper welding parameter *** eye and scanning electron microscopy(SEm)have been used to detect macroscopic and microscopic defects in joints,as well as to determine the type of intermixture between aluminum and *** joint strength of sound joints has been assessed by shear tension *** point out that tool force control allows for obtaining joints with better quality and strength in a wider range of process parameters.A process window has been determined for tool force conditions to have joints with adequate strength for automotive purposes.

关键词： AA6016 aluminum alloy Dissimilar materials DC05 low carbon steel Friction stir welding(FSW) Welding parameters

Automated Disassembly Sequence Prediction for Industry 4.0 Using Enhanced Genetic Algorithm

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Computers, materials & Continua 2021年第11期69卷 2531-2548页

作者： Anil Kumar Gulivindala m.V.A.Raju Bahubalendruni R.Chandrasekar Ejaz Ahmed mustufa Haider abidi Abdulrahman Al-Ahmari Department of mechanical Engineering Industrial Robotics and Manufacturing Automation LaboratoryNational Institute of TechnologyKariakal609609India Department of Computer Science Engineering National Institute of TechnologyKariakal609609India Raytheon Chair for Systems Engineering Advanced Manufacturing InstituteKing Saud UniversityRiyadh11421Saudi Arabia Industrial Engineering Department College of EngineeringKing Saud UniversityRiyadh11421Saudi Arabia

The evolution of Industry 4.0 made it essential to adopt the Internet of Things(IoT)and Cloud Computing(CC)technologies to perform activities in the new age of *** technologies enable collecting,storing,and retrieving essential information from the manufacturing *** collected at sites are shared with others where execution automatedly *** obtained information must be validated at manufacturing to avoid undesirable data losses during the de-manufacturing ***,information sharing from the assembly level at the manufacturing stage to disassembly at the product end-of-life state is a major *** current research validates the information optimally to offer a minimum set of activities to complete the disassembly *** optimal disassembly sequence plan(DSP)can possess valid information to organize the necessary actions in ***,finding an optimal DSP is complex because of its combinatorial *** genetic algorithm(GA)is a widely preferred artificial intelligence(AI)algorithm to obtain a near-optimal solution for the DSP *** converging nature at local optima is a limitation in the traditional *** study improvised the GA workability by integrating with the proposed priori crossover *** optimality function is defined to reduce disassembly effort by considering directional changes as *** enhanced GA method is tested on a real-time product to evaluate the *** obtained results reveal that diversity control depends on the operators employed in the disassembly *** proposed method’s solution can be stored in the cloud and shared through IoT devices for effective resource allocation and disassembly for maximum recovery of the *** effectiveness of the proposed enhanced GA method is determined by making a comparative assessment with traditional GA and other AI methods at different population sizes.

关键词： Automation internet of things disassembly sequence planning priori cross over operator enhanced GA disassembly predicates

Secondary pancreatic involvement by a diffuse large B-cell lymphoma presenting as acute pancreatitis

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World Journal of Gastroenterology 2007年第36期13卷 4909-4911页

作者： m wasif Saif Sapna Khubchandani marek Walczak Yale University School of medicine New Haven CT 06520 United States Griffin Hospital Derby CT 06520 United States

Diffuse large B-cell lymphoma is the most common type of non-Hodgkin's lymphoma. more than 50% of patients have some site of extra-nodal involvement at diagnosis, including the gastrointestinal tract and bone marrow. However, a diffuse large B-cell lymphoma presenting as acute pancreatitis is rare. A 57-year-old female presented with abdominal pain and matted lymph nodes in her axilla. She was admitted with a diagnosis of acute pancreatitis. Abdominal computed tomography (CT) scan showed diffusely enlarged pancreas due to infiltrative neoplasm and peripancreatic lymphadenopathy. Biopsy of the axillary mass revealed a large B-cell lymphoma. The patient was classified as stage Ⅳ, based on the Ann Arbor Classification, and as having a high-risk lymphoma, based on the International Prognostic Index. She was started on chemotherapy with CHOP (cyclophosphamide, doxorubicin, vincristine and prednisone). Within a week after chemotherapy, the patient’s abdominal pain resolved. Follow-up CT scan of the abdomen revealed a marked decrease in the size of the pancreas and peripancreatic lymphadenopathy. A literature search revealed only seven cases of primary involvement of the pancreas in B-cell lymphoma presenting as acute pancreatitis. However, only one case of secondary pancreatic involvement by B-cell lymphoma presenting as acute pancreatitis has been published. Our case appears to be the second report of such a manifestation. Both cases responded well to chemotherapy.

关键词：急性胰腺炎非霍奇金淋巴瘤胰腺淋巴瘤治疗方法

Fever as the only manifestation of hypersensitivity reactions associated with oxaliplatin in a patient with colorectal cancer Oxaliplatin-induced hypersensitivity reaction

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World Journal of Gastroenterology 2007年第39期13卷 5277-5281页

作者： m wasif Saif Shailja Roy Leslie Ledbetter Jennifer madison Kostas Syrigos Yale University School of medicine New Haven CT 06520 United States University of Alabama at Birmingham Birmingham AL United States Athens medical School Sotiria General HospitalAthens Greece

Hypersensitivity reactions (HSR) to oxaliplatin in patients with colorectal cancer include facial ushing, erythema, pruritis, fever, tachycardia, dyspnea, tongue swelling, rash/hives, headache, chills, weakness, vomiting, burning sensations, dizziness, and edema. We report a patient with fever as the sole manifestation of initial HSR, review the literature and discuss the management of HSR. A 57-year-old female with T3N2m0 rectal adenocarcinoma received modified FOLFOX-6. She tolerated the first 8 cycles without any toxicities except grade 1 peripheral neuropathy and nausea. During 9th and 10th infusions, she developed fever to a maximum of 38.3℃ with stable hemodynamic status despite medications. During 11th infusion, she developed grade 3 HSR consisting of symptomatic bronchospasm, hypotension, nausea, vomiting, cough, and fever. On examination, she was pale, cyanotic, with a temperature of 38.8℃, BP dropped to 95/43 mm Hg, pulse of 116/min and O2 saturation of 88%-91%. She was hospitalized for management and recovered in 24 h. Fever alone is not a usual symptom of oxaliplatin HSR. It may be indicative that the patient may develop serious reactions subsequently, as did our patient who developed hypotension with the third challenge. Treatment and prevention consists of slowing the infusion rate, use of steroids and antagonists of Type 1 and 2 histamine receptor antagonists, whereas desensitization could help to provide the small number of patients who experience severe HSR with the ability to further receive an effective therapy for their colorectal cancer.

关键词：过敏性反应结肠直肠癌患者临床

Performance and calibration of quark/gluon-jet taggers using 140 fb^(-1) of pp collisions at √s=13 TeV with the ATLAS detector

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Chinese Physics C 2024年第2期48卷 1-25页

作者： G. Aad B. Abbott K. Abeling N.J. Abicht S.H. abidi A. Aboulhorma H. Abramowicz H. Abreu Y. Abulaiti B.S. Acharya C. Adam Bourdarios L. Adamczyk S.V. Addepalli m.J. Addison J. Adelman A. Adiguzel T. Adye A.A. Affolder Y. Afik m.N. Agaras J. Agarwala A. Aggarwal C. Agheorghiesei A. Ahmad F. Ahmadov W.S. Ahmed S. Ahuja X. Ai G. Aielli A. Aikot m. Ait Tamlihat B. Aitbenchikh I. Aizenberg m. Akbiyik T.P.A. Åkesson A.V. Akimov D. Akiyama N.N. Akolkar K. Al Khoury G.L. Alberghi J. Albert P. Albicocco G.L. Albouy S. Alderweireldt m. Aleksa I.N. Aleksandrov C. Alexa T. Alexopoulos F. Alfonsi m. Algren m. Alhroob B. Ali H.m.J. Ali S. Ali S.W. Alibocus m. Aliev G. Alimonti W. Alkakhi C. Allaire B.m.m. Allbrooke J.F. Allen C.A. Allendes Flores P.P. Allport A. Aloisio F. Alonso C. Alpigiani m. Alvarez Estevez A. Alvarez Fernandez m. Alves Cardoso m.G. Alviggi m. Aly Y. Amaral Coutinho A. Ambler C. Amelung m. Amerl C.G. Ames D. Amidei S.P. Amor Dos Santos K.R. Amos V. Ananiev C. Anastopoulos T. Andeen J.K. Anders S.Y. Andrean A. Andreazza S. Angelidakis A. Angerami A.V. Anisenkov A. Annovi C. Antel m.T. Anthony E. Antipov m. Antonelli F. Anulli m. Aoki T. Aoki J.A. Aparisi Pozo m.A. Aparo L. Aperio Bella C. Appelt A. Apyan N. Aranzabal S.J. Arbiol Val C. Arcangeletti A.T.H. Arce E. Arena J-F. Arguin S. Argyropoulos J.-H. Arling O. Arnaez H. Arnold G. Artoni H. Asada K. Asai S. Asai N.A. Asbah J. Assahsah K. Assamagan R. Astalos S. Atashi R.J. Atkin m. Atkinson H. Atmani P.A. Atmasiddha K. Augsten S. Auricchio A.D. Auriol V.A. Austrup G. Avolio K. Axiotis G. Azuelos D. Babal H. Bachacou K. Bachas A. Bachiu F. Backman A. Badea P. Bagnaia m. Bahmani A.J. Bailey V.R. Bailey J.T. Baines L. Baines O.K. Baker E. Bakos D. Bakshi Gupta V. Balakrishnan R. Balasubramanian E.m. Baldin P. Balek E. Ballabene F. Balli L.m. Baltes W.K. Balunas J. Balz E. Banas m. Bandieramonte A. Bandyopadhyay S. Bansal L. Barak m. Barakat E.L. Barberio D. Barberis m. Barbero m.Z. Barel K.N. Barends T. Barillari m-S. Barisits T. Barklow P. Baron D.A. Baron mo The ATLAS Collaboration

The identification of jets originating from quarks and gluons,often referred to as quark/gluon tagging,plays an important role in various analyses performed at the Large Hadron Collider,as Standard model measurements and searches for new particles decaying to quarks often rely on suppressing a large gluon-induced *** paper describes the measurement of the efficiencies of quark/gluon taggers developed within the ATLAS Collaboration,using √s=13 TeV proton–proton collision data with an integrated luminosity of 140 fb^(-1) collected by the ATLAS *** taggers with high performances in rejecting jets from gluon over jets from quarks are studied:one tagger is based on requirements on the number of inner-detector tracks associated with the jet,and the other combines several jet substructure observables using a boosted decision tree.A method is established to determine the quark/gluon fraction in data,by using quark/gluon-enriched subsamples defined by the jet *** in tagging efficiency between data and simulation are provided for jets with transverse momentum between 500 GeV and 2 TeV and for multiple tagger working points.

关键词： ATLAS JET QUARK GLUON TAGGING