Available data increase quickly every moment, this eventually drags to big data flooding. Hence there is an emergent need for exploiting big data in order to extract valuable knowledge from it. Adoption of distributed architecture and data intensive algorithms facilitates handling and processing big data. This paper introduces a distributed single pass clustering algorithm based on MapReduce in order to reduce running time of processing big data. Also, it introduces median based single pass clustering in order to mitigate the order of the input data problem that is associated with single pass clustering. Furthermore, it introduces a new hybrid approach which integrates median based single pass clustering and k-means algorithm. The proposed integration improves the median based clustering to work well with sparse data such as text.

Seeds: Mature seeds are usually not yet present on a plant that bears the flowers necessary for identification. However, in some genera like Mentzelia and Epilobium seed characters may actually be used as categories in the key. In such cases seeds may be obtained from more mature individuals or even from fruits of the pereding year. The various seed Testing Laboratories have developed a technique whereby they can identify the seeds and small fruits of common weeds when they come in as contaminate in crop seeds, but, here the actual possibilities are limited of course. Many different kinds of seed are sold to farmers and homeowners each year. So, most be assured of getting correct of seed, it is important to be able to identify the seed needed. Also, if a mixure of seed is present, it is important to be able to determine if weed seed are mixure. Some seeds of these weeds are poisonous to human and animals. Seeds have different characteristics, some seeds are long, short, flat, round or three cornered while others are smooth or rough and seed weeds have solid color, two-toned or multi-colored Seeds vary in different ways, the commonest ones listed below: - 1 – Size: - The coconut has a very large seed, the orchid a very small one. 2 – Hairs: - Some seeds bear hairs such as in Epilobium (fireweed) and Asclepias (milkweed), these functions in aiding the distribution of these objects by wind. 3 – Wings: - Some seeds as well as some fruit have wings, like those borne by some species of Mentzelia (stickleaf); these may be used in classification. 4 – Shape: - The typical shape is round or oval, but, seeds may vary widely in this respect. 5 – Color: - Seeds may vary strikingly in color, but, sometimes the difference may be so subtle that it can be perceived only by trained eyes like those of an expert seed analyst. An example of a conspicuous color is found in a species of Sophora (coral bean) which has a bright scarlet seed. 6 – Surface markings: - Seeds may have very elaborate and striking designs and surface sculpturings, these often taking the form of raised or indented tracery. 7 – Hilum and raphe: - The scar where the seed broke away from the fruit (hilum) and the ridge that appears adjacent to it (raphe) often vary in shape, prominence, position

The objective of this study was to evaluate the supplementation of bee pollen on growth performance, digestible energy intakes, digestibility, some blood parameters, carcass characteristics, caecal microbial activity and economical efficiency of growing rabbits. One hundred and twenty New Zealand White (NZW) male rabbits aged 35 days were divided and assigned randomly into 4 groups of 30 rabbits each with an average live body weight of 632 g ± 3.69. First group was kept without any treatment (control: BP0). Second (BP1), third(BP2) and fourth (BP3) groups were orally administrated by bee pollen (BP) suspension contains 500, 600 and 700 mg BP/kg body weight daily through the experimental period from 35-98 days of age. The results show that the growing rabbits supplemented with bee pollen caused significant (P≤0.05) increase in final body weight and daily weight gain and decrease in feed intake (DM and DCP) and improved in feed conversion compared with untreated group. There were significant improvement on digestibility coefficient and nutritive values of growing rabbits with BP. Also, significant increases in dressing percentage and weight of carcass, kidney, spleen, color intensity and tenderness were recorded due to increased BP, while, abdominal fat and pH meat were decreased. Also, the spleen and thymus weight and indexes were increased for all groups fed BP compared with the control group. The lowest value of pH (5.68), lowest count of E.coli (550.14 x102 CFU), anaerobic bacteria (4.54x106 CFU) and Clostridium spp. (3.85 CFU/g caecal digesta) were recorded with rabbits fed BP3. The immunity responsiveness represented in leukocytes counts, mainly on lymphocytes and immunoglobulin (IgG and IgM) concentration increased significantly with increasing BP. The BP3 showed higher values of economical efficiency compared to other groups. It was concluded that supplementing growing male rabbits with BP levels (500, 600 and 700 mg /kg BW) improve growth performance, digestibility coefficient and nutritive values, hematological and blood biochemical variables. Key words: Bee pollen, rabbits, performance, immune response, bacterial count, digestibility, blood parameters.

This study was conducted to compare effect of feeding deferent types and levels of organic acids being Propionic (0.25, 0.5and1.0% PA) and Butyric Acids (0.1, 0.2 and 0.3% BA). A total number of 189 one d-old Arbor-Acres broiler chicks were randomly divided into 7 treatment groups, each in three replicates of 9 chicks per replicate. The experiment was lasted when chicks were 42 d old. Performance, pH of some gastrointestinal tract (GI-tract) segments, organ morphology, cecal bacteria, blood metabolites, nutrients digestibility and carcass characteristics were measured. Results indicated that tested organic acids improved performance of broiler chicks measured as body weight gain and feed conversion ratio. European Production Efficiency Index (EPEI) significantly improved compared with the control group. Dietary 0.5% PA significantly improved nutrients digestibility of the experimental diets OM, EE, NFE and ME compared to the control. However, the supplementation of PA had no significant effect on the digestibility of CP and CF. While, 0.25 BA significantly improved OM, EE and ME compared to the control and CP significantly improved by using 0.1 % BA compared the other treatments and the control. The pH values were significantly reduced (p<0.01) in different GI-tract segments of the chicks compared to chicks fed the control. Lactobacillus count and coliforms were significantly increased when fed diets supplemented with 0.5 % PA and 0.2% BA compared to the control. While, anaerobes and E. Coli were significantly increased by feeding control diet. Villus height was significantly higher of all organic acids supplementation fed groups. Calcium, phosphorus, total protein and globulin in serum blood were significantly increased by 0.5% PA and 0.2% BA compared to the control. Relative weights of lymphoid organs (spleen and bursa of fabrics) were significantly higher by supplementing the tested organic acids compared to the control group. Carcass characteristics were not significantly affected by PA. Also, BA had no adverse effect on carcass characteristics, where, increased in thigh weight and decreased in abdominal fat were observed compared to the control group. In conclusion, dietary 0.5% Propionic acid as well as 0.2% Butyric acid could be used safely to improve performance and health of broiler chickens. Key words: Propionic acid, butyric acid, broiler, performance, digestibility, serum, morphology, pH and bacteria.

The experiment was performed to study the influence of type water such as tap water (TW) and well water (WW) and exposed to magnetic field (approximately 4000 gauss) on productive and reproductive performance of Egyptian geese. The experiment was investigated in 2 × 2 factorial experimental design. A flock of 108 one year-old Egyptian female geese were utilized in this investigation. Birds were randomly divided into four equal groups, each made up of three replicates of 9 geese. The treatments included TW supplemented without or with magnetic exposure (TW vs. MTW) for 1st and 2nd treatment and also the same procedure was done for the well water (WW vs. MWW) for 3rd and 4th treatment. During the experiment, laying birds of the all group was kept in intensive system which confinement in a house and fed a commercial feed ad libitum. Natural mating was practiced during the experimental period from November to the end of May. The mean results showed that: 1-Magnetic treatment induced greater effect on WW than that on TW in terms of pH, conductivity, salinity, calcium, magnesium, total hardness and dissolved oxygen. 2-The response criteria were productive and reproductive performance as egg number, egg weight, egg mass, feed conversion ratio, fertility, hatchability, egg quality traits, blood biochemical, hormone levels and growth of gosling up to 20 weeks of age. 3-Geese drank WW decreased (P≤0.05) function of the renal and liver, plasma estrogen and progesterone and total antioxidant capacity, but increased thiobarbituric acid-relative substances. 4- Geese drank water exposed to the magnetic field increased (P≤0.05) egg number, egg weight, egg mass, water consumed, fertility, hatchability, number of gosling at day-old, shell weight and thickness, yolk weight, body weight gain for gosling up to 20 weeks of age and quantity of meat produced per geese per year compared to those of geese drank un magnetized water. 5-Geese drank water exposed to the magnetic field improved (P≤0.05) renal function (urea and creatinine), liver enzyme (AST and ALT) and reproductive hormones (estrogen and progesterone) of geese compared to those drank unexposed water. 6- Gosling drank magnetic water during 4-20 weeks of age significantly (P≤0.05) increased body weight gain, meat quantity produced per geese per year and water consumed but mortality rate and feed intake decreased, and feed conversion ratio was significantly improved. In conclusion, exposing of water and practically well water to a magnetic field may offer a solution to improve productive and reproductive performance and antioxidant status of Egyptian geese and their offsprings. This treatment may be useful management practice in the area where geese breeders depends on well water as a sole source of drinking water. Key words: Geese, magnetic water, productive and reproductive, hormone levels and antioxidant enzymes.

Sixty weanling cross-breed male rabbits (New Zealand white X Black Baladi) at 6 weeks of age with an average 572 g live body weight were randomly distributed to 5 groups (12 animals per each). The first group was fed on a basal diet while the 2nd, 3rd, 4th and 5th groups were fed on diets contained 0.125, 0.25, 0.5 and 1.0% chamomile flowers (Ch.F), respectively. The results could be summarized as the following: The beast feed conversion ratio recorded with rabbits fed diet containing 0.25% Ch.F. Incorporation of Ch.F in rabbit diet improved digestibility coefficient values, blood biochemical parameters. Addition of Ch.F had a great value for reduction the microbial load in intestine. Also, Ch.F has a powerful effect on enterobacteriaceas colonization in different part of small intestine and has the capability to reduce much of pathogenic strains. From the present results it can be recommended that the best level that should be applied from the Ch.F as natural growth promoter and economical efficiency is 2.5 kg / ton diet. Key words: chamomile, growth performance, feed additives, rabbits.

The study aimed to evaluate the effect of feeding administration of propolis on productive performance, digestibility, egg qualities, semen quality, carcass traits, some blood constituents and economic efficiency. A total of 132 Dokki 4 laying hens, aged 32 weeks, hens was divided into four groups of (30 hens+ 3 cocks). Chicks were randomly divided into control and 3 treatment groups (basal diet containing 100, 200 and 300 mg propolis/kg). The results indicated that:- 1- Final body weight, body weight gain, egg production, egg weight and egg mass for the layers fed diet supplemented with propolis were increased significantly than those fed control diet. Feed intake was not influenced by treatments, whereas feed conversion ratios were significantly improved. 2-Digestibility coefficient values significantly improved for hens fed diet supplemented with propolis compared to those fed control diet. 3- Also, treatment diet supplemented with propolis had significant increased effect on egg shape index (ESI), yolk percentages and shell thickness. However, no effect on albumen and egg shell was found. 4- Moreover, supplementation layer diets with propolis at different levels significantly improved semen quality, fertility and hatchability percentages compared to control. 5-Pre-slaughter weight, dressing, total giblets weight percentage, liver and spleen were significantly (P<0.05) higher for the treatments received propolis than those fed on control. 6- Total microflora count and pH significantly decreased (P<0.05) with increasing propolis. 7-Feeding at different levels propolis lead to significant (P<0.05) decreased of total plasma and yolk total lipids and cholesterol. While, plasma protein, globulin, IgG, IgM, and total plasma antioxidants capacity values were significantly (P<0.05) increased compared to the control group. 8- The immunity responsiveness represented in leukocytes counts and mainly on lymphocytes increased significantly with propolis treatments. 9- Better feed and economic efficiencies were observed with hens fed supplemented propolis. In conclusion: Supplemented diet with propolis significantly improved productive, reproductive , physiological and immunological status of Dokki 4 chickens and could have better economical efficiency. Keywords: laying hens, propolis, blood components, egg production, digestibility, feed efficiency, immunity, semen quality.

Food production systems in Africa depend heavily on the use of locally adapted animals. Goats are critical to small-holder farmers being easier to acquire, maintain, and act as scavengers in sparse pasture. Indigenous goats have undergone generations of adaptation and genetic isolation that have led to great phenotypic variation. These indigenous goats serve as a genetic reservoir for the identification of genes important to environmental adaptation, disease resistance, and improved productivity under local conditions. The immediate goal is to characterize African goat populations to prioritize conservation and production efforts and to develop genomic tools for use in selective breeding programs. We have established a standardized phenotypic scoring system to characterize goats including geographical information data, body measurements, photo characterization, and DNA. To date, 2,443 goats from 12 countries, representing 46 breeds have been sampled. Using the 50K goat beadchip, we report parameters of population structure of 620 African goats. Keywords: goat; genetics; Africa; population structure

This work was carried out to study the effect of supplemental dietary vitamin C on some productive physiological and immunological parameters of two chicken strains, (Dokki4 and Inshas). A total number of 240 unsexed-one-day old chicks of each strain were used in this experiment. All chicks were randomly divided into 4 equal groups (60 chicks, each) with three replicates, each chicks were wing banded and individually weighed, to reach nearly similar average initial live bodyweight of all groups. The 1st groups was fed the basal diet without supplemental vitamin C (control), while 2nd , 3rd and 4th groups were fed the basa1 diet supplemented with 750, 1000 and 1500 mg vitamin C/kg, supplemental vitamin C significantly increased (p < 0.05) both of body weight (BW) and body weight grain (BWG) at the end of (12 WKS of age) where the best values were observed for chicks fed diets containing (1000, 1500 mg/kg) of vitamin C in treat T3 and T4, receptively. While the chicks fed diet containing basal diet recorded the lowest values. Inshas birds recorded higher (P<0.05) BW, BWG and best feed conversion values than Dokki4. Treatment 3 resulted in best BWG and feed conversion values for both Inshas and Dokki 4. Treatment 3 decreased (p<0.05) sexual maturity age as compared to the control. The results showed that increasing the dietary vitamin C concentration to 1500 mg/kg diet (T4) significantly increased feed intake (F1) at the end of the period 12 wks in both to strain. But in layers, the results indicated that feed intake increased at sexual maturity in control than all treats in two strains. FI was significantly (p < 0.05) affected by (90 days), 3rd period (54 wks of production) and with level 4 (1500 mg vit. C /kg) in the 2nd and 3rd period (45 wks and 54 wks of production). In Dokk4 Strain, There is no significant (p < 0.05) effects on FI at any levels of vitamin during different periods except in level 3 (1500 mg of vit C/kg) in the third period in Inshas laying hens of recorded high level of FI compared to Dokk4 laying hens at all three periods. Eggs weight Values affected significantly (p <0.05) by treatment2 (750 mg vit C/kg) and T4 (1500 mg vit C/kg) during I It and 2nd periods (90 days, 45 wks of production) only in Dokk4 strain compared with control. Inshas gave higher egg mass than Dolclc4. The level of vitamin C supplementation (1000 mg/kg) bas a beneficial effect on .antibody titers against primary and secondary New Castel diseases virus, Also, antibody titers of avian influenza virus and sheep red blood cells were significantly improved by level of (1000 mg vit. C/ kg) Compared to control. Enrichment the diet with (1000 or 1500 mg vit. C/kg diet) improved semen quality only at 36 wks of age in both experimental strains.