Cognitive Engineering for Next Generation Computing

10 Chapter 11Figure 11.1 An IoT framework for healthcare monitoring systems [10].Figure 11.2 Hype cycle for the IoT, 2019. Source: Gartner (July 2019).Figure 11.3 Architecture of IoT-based secure system for medical data transfer.Figure 11.4 IoT network architecture for above hospitals [28].

11 Chapter 12Figure 12.1 System architecture.Figure 12.2 Encoding in Reed–Solomon codes.Figure 12.3 Encoding in regeneration codes.Figure 12.4 Decoding in Reed–Solomon codes.Figure 12.5 Decoding in regeneration codes.Figure 12.6 Repair in Reed–Solomon codes.Figure 12.7 Repair in regeneration codes.Figure 12.8 Creating containers for data.Figure 12.9 Chunking input file.Figure 12.10 XOR-chunked files.Figure 12.11 Regeneration of file from select nodes.Figure 12.12 Installing NC-cloud.Figure 12.13 Working with NC-cloud.Figure 12.14 Output of distributed chunks.Figure 12.15 An input file and temp folders.Figure 12.16 Executing the file.Figure 12.17 Time for the upload operation.Figure 12.18 Time for the repair operation.Figure 12.19 Time for check operation.Figure 12.20 Time for download operation.

1 Chapter 1 Table 1.1 Different types of analytics and their examples [11]. Table 1.2 Examples of cognitive application domains [11]. Table 1.3 Question–response pairs for different types of users. Table 1.4 Sample questions to train the application [11]. Table 1.5 Sample of Welltok question/answer pairs [11].

2 Chapter 2 Table 2.1 Various applications in CPS using K-NN. Table 2.2 Various applications in CPS using SVM.Table 2.3 Different metrics in RF.Table 2.4 Various applications in CPS using decision trees.Table 2.5 Different applications in CPS using linear regression.Table 2.6 Various applications in CPS using multi-layer perceptron.Table 2.7 Various applications in CPS using Naïve Bayes.Table 2.8 Role of IoT in CPS.Table 2.9 Big data in cyber-physical system.

3 Chapter 5Table 5.1 Used tools.Table 5.2 Test results for parking space detection.

4 Chapter 9Table 9.1 Features of Cloud Deployment Models for building Cognitive Systems.Table 9.2 Concept Mapping Representation of Cloud Service Models.Table 9.3 Features of Text Analytics Covered by the Top Cloud Service Providers.

5 Chapter 10Table 10.1 Quantum computing influenced domain areas with applications and devel...Table 10.2 Quantum meta-heuristics methods and application area.

6 Chapter 11Table 11.1 IoT in healthcare scr [6].

7 Chapter 12Table 12.1 High availability and integrity layer.Table 12.2 Functional minimum storage regenerating.

1 Cover

2 Table of Contents

3 Title Page

4 Copyright

5 Dedication

6 Preface

7 Acknowledgments

8 Begin Reading

9 Index

10 End User License Agreement

1 vii

2 ii

3 iii

4 iv

5 v

6 xvii

7 xviii

8 xix

9 1

10 2

11 3

12 4

13 5

14 6

15 7

16 8

17 9

18 10

19 11

20 12

21 13

22 14

23 15

24 16

25 17

26 18

27 19

28 20

29 21

30 22

31 23

32 24

33 25

34 26

35 27

36 28

37 29

38 30

39 31

40 32

41 33

42 34

43 35

44 36

45 37

46 38

47 39

48 40

49 41

50 42

51 43

52 44

53 45

54 46

55 47

56 48

57 49

58 50

59 51

60 52

61 53

62 54

63 55

64 56

65 57

66 58

67 59

68 60

69 61

70 62

71 63

72 64

73 65

74 66

75 67

76 68

77 69

78 70

79 71

80 72

81 73

82 74

83 75

84 76

85 77

86 78

87 79

88 80

89 81

90 82

91 83

92 84

93 85

94 86

95 87

96 88

97 89

98 90

99 91

100 93

101 94

102 95

103 96

104 97

105 98

106 99

107 100

108 101

109 102

110 103

111 104

112 105

113 106

114 107

115 108

116 109

117 110

118 111

119 112

120 113

121 114

122 115

123 116

124 117

125 118

126 119

127 121

128 122

129 123

130 124

131 125

132 126

133 127

134 128

135 129

136 130

137 131

138 132

139 133

140 134

141 135

142 136

143 137

144 138

145 139

146 140

147 141

148 142

149 143

150 144

151 145

152 146

153 147

154 148

155 149

156 150

157 151

158 152

159 153

160 154

161 155

162 156

163 157

164 158

165 159

166 160

167 161

168 162

169 163

170 164

171 165

172 166

173 167

174 168

175 169

176 170

177 171

178 172

179 173

180 174

181 175

182 176

183 177

184 178

185 179

186 180

187 181

188 182

189 183

190 184

191 185

192 186

193 187

194 189

195 190

196 191

197 192

198 193

199 194

200 195

201 196

202 197

203 198

204 199

205 200

206 201

207 202

208 203

209 204

210 205

211 206

212 207

213 208

214 209

215 210

216 211

217 212

218 213

219 214

220 215

221 216

222 217

223 219

224 220

225 221

226 222

227 223

228 224

229 225

230 226

231 227

232 228

233 229

234 231

235 232

236 233

237 234

238 235

239 236

240 237

241 238

242 239

243 240

244 241

245 242

246 243

247 244

248 245

249 246

250 247

251 248

252 249

253 250

254 251

255 252

256 253

257 254

258 255

259 256

260 257

261 258

262 259

263 260

264 261

265 262

266 263

267 264

268 265

269 266

270 267

271 268

272 269

273 270

274 271

275 272

276 273

277 274

278 275

279 276

280 277

281 278

282 279

283 280

284 281

285 282

286 283

287 284

288 285

289 286

290 287

291 288

292 289

293 290

294 291

295 292

296 293

297 294

298 295

299 296

300 297

301 299

302 300

303 301

304 302

305 303

306 304

307 305

308 306

309 307

310 308

311 309

312 310

313 311

314 312

315 313

316 314

317 315

318 316

319 317

320 318

321 319

322 320

323 321

324 322

325 323

326 324

327 325

328 326

329 327

330 328

331 329

332 330

333 331

334 332

335 333

336 334

337 335

338 336

339 337

340 338

341 339

342 340

343 341

Scrivener Publishing100 Cummings Center, Suite 541J Beverly, MA 01915-6106

Next Generation Computing and Communication Engineering

Series Editors: Dr. G. R. Kanagachidambaresan and Dr. Kolla Bhanu Prakash

Developments in artificial intelligence are made more challenging because the involvement of multi-domain technology creates new problems for researchers. Therefore, in order to help meet the challenge, this book series concentrates on next generation computing and communication methodologies involving smart and ambient environment design. It is an effective publishing platform for monographs, handbooks, and edited volumes on Industry 4.0, agriculture, smart city development, new computing and communicatio paradigms. Although the series mainly focuses on design, it also addresses analytics and investigation of industry-related real-time problems.